# Articles

## Articles in 2018

Bayrak, A. E., Collopy, A. X., Papalambros, P. Y., and Epureanu, B. I., "Multiobjective Optimization of Modular Design Concepts for a Collection of Interacting Systems", *Structural and Multidisciplinary Optimization*, Vol. 57, No. 1, 2018, 83-94, doi: 10.1007/s00158-017-1872-4. See also the 2016 conference version.

Bayrak, A. E., Egilmez, M. M., Kuang, H., Li, X., Park, J. M., Umpfenbach, E., Anderson, E., Gorsich, D., Hu, S. J., Papalambros, P. Y., and Epureanu, B. I., "A System-of-Systems Approach to the Strategic Feasibility of Modular Vehicle Fleets", *IEEE Transactions on Systems, Man, and Cybernetics*, 2018, doi: 10.1109/TSMC.2018.2827387.

Beernaert, T. F., Bayrak, A. E., Etman, L. F. P., and Papalambros, P. Y., "Framing the Concept of Autonomy in System Design", *Proceedings of the DESIGN 2018 15th International Design Conference*, Dubrovnik, Croatia, May 21-May 21, 2018, doi: 10.21278/idc.2018.0281.

GĂ¤rtner, A. C., Ferriero, D., Bayrak, A. E., and Papalambros, P. Y., "Integrated System Design of a Modular, Autonomous, Aerial and Ground Vehicle Fleet for Disaster Relief Missions - A Case Study", *Proceedings of the DESIGN 2018 15th International Design Conference*, Dubrovnik, Croatia, May 21-May 21, 2018, doi: 10.21278/idc.2018.0477.

Kang, N., Bayrak, A. E., and Papalambros, P. Y., "Robustness and Real Options for Vehicle Design and Investment Decisions under Gas Price and Regulatory Uncertainties", *Journal of Mechanical Design*, Vol. 140, No. 10, 101404, 2018, Paper MD-17-1772, doi: 10.1115/1.4040629. See also the 2016 conference version.

## Articles in 2017

Burnap, A., Gerth, R., Gonzalez, R., and Papalambros, P. Y., "Identifying Experts in the Crowd for Evaluation of Engineering Designs", *Journal of Engineering Design*, Vol. 28, No. 5, 2017, 317-337, doi: 10.1080/09544828.2017.1316013.

Burnap, A. and Papalambros, P. Y., "Design Preference Prediction with Data Privacy Safeguards: A Preliminary Study", *Proceedings of the ASME 2017 International Design Engineering Technical Conferences*, Cleveland, OH, Aug 6-Aug 9, 2017. doi: 10.1115/DETC2017-68366

Collopy, A. X., Greene, M. T., Adar, E., and Papalambros, P. Y., "Estimating the Impact of Systems Engineers on Systems Design Processes",*Proceedings of the 21st International Conference on Engineering Design*, Vancouver, British Columbia, Canada, Aug 21-Aug 25, 2017.

Greene, M. T., Gonzalez, R., Papalambros, P. Y., and McGowan, A. R., "Design Thinking vs. Systems Thinking for Engineering Design: What's the Difference?", *Proceedings of the 21st International Conference on Engineering Design*, Vancouver, British Columbia, Canada, Aug 21-Aug 25, 2017.

Maynard, A. J., Burnap, A., and Papalambros, P. Y., "User-driven Segmentation of Design Data", *Proceedings of the 21st International Conference on Engineering Design*, Vancouver, British Columbia, Canada, Aug 21-Aug 25, 2017.

Pan, Y., Burnap, A., Hartley, J., Gonzalez, R., and Papalambros, P. Y., "Deep Design: Product Aesthetics for Heterogeneous Markets", *Proceedings of 23rd SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'17)*, Halifax, Nova Scotia, Canada, Aug 13-Aug 17, 2017.

## Articles in 2016

Bayrak A. E., Collopy A. X., Epureanu B., and Papalambros P. Y., "A Computational Concept Generation Method for a Modular Vehicle Fleet Design", *Proceedings of the 2016 IEEE International Systems Conference*, Orlando, FL, Apr 18-Apr 21, 2016. See also the 2018 journal version.

Bayrak, A. E., Kang, N., and Papalambros, P. Y., "Decomposition Based Design Optimization of Hybrid Electric Powertrain Architectures: Simultaneous Configuration and Sizing Design ", *Journal of Mechanical Design*, Vol. 138, No. 7, 2016, 071405. See also the 2015 conference version.

Bayrak A. E., Ren Y., and Papalambros P. Y., "Topology Generation for Hybrid Electric Vehicle Architecture Design", *Journal of Mechanical Design*, Vol. 138, No. 8, 2016, 081401. See also the 2013 conference version.

Burnap, A., Hartley, J., Pan, Y., Gonzalez, R., and Papalambros P. Y., "Balancing Design Freedom and Brand Recognition in the Evolution of Automotive Brand Styling", *Design Science*, Vol. 2, No. e9, 2016, doi: 10.1017/dsj.2016.9. See also the 2015 conference version.

Burnap, A., Liu, Y., Pan, Y., Lee, H., Gonzalez, R., and Papalambros, P. Y., "Estimating and Exploring the Product Form Design Space using Deep Generative Models", *Proceedings of the ASME 2016 International Design Engineering Technical Conferences*, Charlotte, NC, Aug 21-Aug 24, 2016.

Burnap, A., Pan, Y., Liu, Y., Ren, Y., Lee, H., Gonzalez, R., and Papalambros, P. Y., "Improving Design Preference Prediction Accuracy using Feature Learning", *Journal of Mechanical Design*, Vol. 138, No. 7, 2016, 071404.

D'Souza, K., Bayrak, A. E., Kang, N., Wang, H., Altin, B., Barton, K., Hu, J., Papalambros, P. Y., Epureanu, B. I., and Gerth, R., "An Integrated Design Approach for Evaluating the Effectiveness and Cost of a Fleet", *Journal of Defense Modeling and Simulation*,Vol. 13, No. 4, 2016, 381-397.

Greene, M. T. and Papalambros, P. Y., "A cognitive framework for engineering systems thinking ", *Proceedings of the 2016 Conference on Systems Engineering Research*, Huntsville, AL, Mar 22-Mar 24, 2016.

Greene, M. T., Papalambros, P. Y., and McGowan, A.-M., "Position paper: Designing complex systems to support interdisciplinary cognitive work", *Proceedings of the DESIGN 2016 14th International Design Conference. 2016*, Dubrovnik, Croatia, May 16-May 19, 2016.

Kang, N., Bayrak, A. E., and Papalambros, P. Y., "A Real Options Approach to Hybrid Electric Vehicle Architecture Design for Flexibility",*Proceedings of the ASME 2016 International Design Engineering Technical Conferences*, Charlotte, NC, Aug 21-Aug 24, 2016. See also the 2018 Journal version.

Kang, N., Feinberg, F. M., and Papalambros, P. Y., "Autonomous Electric Vehicle Sharing System Design", *Journal of Mechanical Design*, Vol. 139, No. 1, 2016, 011402. See also the 2015 conference version.

Kang, N., Ren, Y., Feinberg, F. M., and Papalambros, P. Y., "Public Investment and Electric Vehicle Design: A Model-based Market Analysis Framework with Application to a USA-China Comparison Study ", *Design Science*, Vol. 2, No. e6, 2016, 1-42, doi: 10.1017/dsj.2016.7.

Pan, Y., Burnap, A., Liu, Y., Lee, H., Gonzalez, R., and Papalambros, P. Y., "A Quantitative Model For Identifying Regions Of Design Visual Attraction And Application To Automobile Styling", *Proceedings of the DESIGN 2016 14th International Design Conference*, Dubrovnik, Croatia, May 16-May 19, 2016.

Ren Y., Bayrak A. E., and Papalambros P. Y., "EcoRacer: Game-based Optimal Electric Vehicle Design and Driver Control Using Human Players", *Journal of Mechanical Design*, Vol. 138, No. 6, 2016, 061407. See also the 2015 conference version.

Stylidis, K., Burnap, A., Soderberg, R., and Papalambros, P. Y., "A Preliminary Study of Trends in Perceived Quality Design Attributes in the Automotive Luxury Market Segment", *Proceedings of the DESIGN 2016 14th International Design Conference*, Dubrovnik, Croatia, May 16-May 19, 2016.

## Articles in 2015

Ahn, K., Bayrak, A. E., and Papalambros, P. Y., "Electric Vehicle Design Optimization: Integration of a High-fidelity Interior Permanent-Magnet Motor Model", *IEEE Transactions on Vehicular Technology*, Vol. 64, No. 9, 2015, 3870-3877.

Bayrak, A., Kang, N., and Papalambros, P. Y., "Decomposition Based Design Optimization of Hybrid Electric Powertrain Architectures: Simultaneous Configuration and Sizing Design", *Proceedings of the ASME 2015 International Design & Engineering Technical Conferences*, Boston, Aug 2-Aug 5, 2015, DETC2015-46861.

Burnap, A., Barto, C., Johnson-Roberson, M., Ren, Y., Gonzalez, R., and Papalambros, P. Y., "Crowdsourcing for Search of Disaster Victims: A Preliminary Study for Search System Design", *Proceedings of the International Conference on Engineering Design*, Milan, Italy, Jul 27-Jul 30, 2015, ISBN:978-1-904670-73-5.

Burnap, A., Hartley, J., Pan, Y., Gonzalez, R., and Papalambros, P. Y., "Balancing Design Freedom and Brand Recognition in the Evolution of Automotive Brand Styling", *Proceedings of the ASME 2015 International Design Engineering Technical Conferences*, Boston, Aug 2-Aug 5, 2015, DETC2015-47908. See also the 2016 journal version.

Burnap, A., Ren, Y., Gerth, R., Papzoglou G., Gonzalez, R., and Papalambros, P. Y., "When Crowdsourcing Fails: A Study of Expertise on Crowdsourced Design Evaluation", *Journal of Mechanical Design*, Vol. 137, No. 3, 2015, 031101, doi: 10.1115/1.4029065. See also the 2013 conference version.

Kang, N., Emmanoulopoulos, M., Ren, Y., Feinberg, F. M., and Papalambros, P. Y., "A Framework for Quantitative Analysis of Government Policy Influence on Electric Vehicle Market", *Proceedings of the International Conference on Engineering Design*, Milan, Italy, Jul 27-Jul 30, 2015, ISBN:978-1-904670-68-1.

Kang, N., Feinberg, F. M., and Papalambros, P. Y., "Autonomous Electric Vehicle Sharing System Design", *Proceedings of the ASME 2015 International Design Engineering Technical Conferences*, Boston, Aug 2-Aug 5, 2015, DETC2015-46491.

Kang, N., Feinberg, F. M., and Papalambros, P. Y., "Integrated Decision Making in Electric Vehicle and Charging Station Location Network Design", *Journal of Mechanical Design*, Vol. 137, No. 6, 2015, 061402, doi: 10.1115/1.4029894. See also the 2014 conference version.

McGowan, A. M. R., Papalambros, P., and Baker, W., "A Framework of Working Across Disciplines in Early Design and R&D of Large Complex Engineered Systems", *Proceedings of the International Conference on Engineering Design*, Milan, Italy, Jul 27-Jul 30, 2015, ISBN: 978-1-904670-66-7.

Montazeri, S., Papalambros, P. Y., and Gonzalez, R., "Design for Behavior Change: An Elaboration-based Approach to Persuasion in Product Design", *Proceedings of the International Conference on Engineering Design*, Milan, Italy, Jul 27-Jul 30, 2015, ISBN: 978-1-904670-74-2.

Papalambros, P. Y., "Design Science in Design Education", *Proceedings of the XI Mudd Design Workshop on Design Thinking in Design Education (Krauss, G. ed.)*, Harvey Mudd College, Clairmont, CA, May 28-May 30, 2015.

Peters, D. L., Papalambros, P. Y., and Ulsoy, A. G., "Relationship between coupling and the controllability Grammian in co-design problems",*Mechatronics*, Vol. 29, 2015, 36-45, doi:10.1016/j.mechatronics.2015.05.002. See also the 2010 conference version.

Ren, Y., Bayrak, A., and Papalambros, P. Y., "Ecoracer: Optimal Design and Control of Electric Vehicles Using Human Game Players",*Proceedings of the ASME 2015 International Design Engineering Technical Conferences*, Boston, Aug 2-Aug 5, 2015, DETC2015-46836.

## Articles in 2014

Bayrak, A. E., Ren, Y., and Papalambros, P. Y., "Optimal Dual-Mode Hybrid Electric Vehicle Powertrain Architecture Design for a Variety of Loading Scenarios", *Proceedings of the ASME 2014 International Design Engineering Technical Conferences*, Buffalo, Aug 17-Aug 20, 2014.

Burnap, A., Ren, Y., Lee, H., Gonzalez, R., and Papalambros, P. Y., "Improving Preference Prediction Accuracy with Feature Learning",*Proceedings of the ASME 2014 International Design Engineering Technical Conferences*, Buffalo, Aug 17-Aug 20, 2014.

Hoffenson, S., Arepally, S., and Papalambros, P. Y., "A Multi-Objective Optimization Framework for Assessing Mililtary Ground Vehicle Design for Safety", *Journal of Defense Modeling and Simulation: Applications, Methodology, Technology*, Vol. 11, No. 1, 2014, 33-46.

Kang, N., Feinberg, F. M., and Papalambros, P. Y., "Integrated Decision Making in Electric Vehicle and Charging Station Location Network Design", *Proceedings of the ASME 2014 International Design Engineering Technical Conferences*, Buffalo, Aug 17-Aug 20, 2014.

Kang, N., Kokkolaras, M., and Papalambros, P. Y., "Solving Multiobjective Optimization Problem Using Quasi-separable MDO Formulations and Analytical Target Cascading", *Journal of Structural and Multidisciplinary Optimization*, Vol. 50, 2014, 849-859. See also the 2013 conference version.

Kang, N., Kokkolaras, M., Papalambros, P. Y., Park, J., Na, W., Yoo, S., and Featherman, D., "Optimal Design of Commercial Vehicle Systems Using Analytical Target Cascading", *Journal of Structural and Multidisciplinary Optimization*, Vol. 50, No. 6, 2014, 1103-1114. See also the 2012 conference version.

McGowan, A. R. and Papalambros, P. Y., "MDO in Large-Scale Complex Systems: A Portrait of Principles and Current Practice ", *15th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, AIAA Aviation and Aeronautics Forum and Exposition 2014*, Atlanta, GA, Jun 16-Jun 20, 2014.

Ren, Y. and Papalambros, P. Y., "Enhanced Adaptive Choice-Based Conjoint Analysis Incorporating Engineering Knowledge", *Proceedings of the ASME 2014 International Design Engineering Technical Conferences*, Buffalo, Aug 17-Aug 20, 2014.

Saeki, N. and Papalambros, P. Y., "Human-Computer Interaction for Part Selection in Product Design", *International Conference on Advanced Design Research and Education*, Singapore, Jul 16-Jul 18, 2014.

## Articles in 2013

Ahn, K., Whitefoot, J., Babajimopoulos, A., Ortiz-Soto, E., and Papalambros, P. Y., "Homogeneous Charge Compression Ignition Technology Implemented in a Hybrid Electric Vehicle: System Optimal Design and Benefit Analysis for a Power-split Architecture", *Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering*, Vol. 227, No. 1, 2013, 87-98.

Bayrak, A. E., Ren, Y., and Papalambros, P. Y., "Optimal Design of Hybrid-Electric Vehicle Architectures Using Auto-Generation of Feasible Driving Modes", *Proceedings of the ASME 2013 International Design Engineering Technical Conferences*, Portland, Aug 4-Aug 7, 2013.

Burnap, A., Ren, Y., Papalambros, P. Y., Gonzalez, R., and Gerth, R., "A Simulation Based Estimation of Crowd Ability and its Influence on Crowdsourced Evaluation of Design Concepts", *Proceedings of the ASME 2013 International Design Engineering Technical Conferences*, Portland, Aug 4-Aug 7, 2013.

Daly, S., Mcgowan, A. R., and Papalambros, P. Y., "Using Qualitative Research Methods in Engineering Design Research", *Proceedings to the 19th International Conference on Engineering Design*, Seoul, Korea, Aug 19-Aug 22, 2013.

Ersal, T., Ahn, C., Peters, D. L., Whitefoot, J. W., Mechtenberg, A. R., Hiskens, I. A., Peng, H., Stefanopoulou, A. G., Papalambros, P. Y., and Stein, J. L.,"Coupling between component sizing and regulation capability in microgrids", *IEEE Transactions on Smart Grid*, Vol. 4, No. 3, 2013, 1576-1585.

Hoffenson, S., Arepally, S., Kokkolaras, M., and Papalambros, P. Y., "Quantification of the Design Relationship Between Ground Vehicle Weight and Occupant Safety Under Blast Loading", *International Journal of Vehicle Design: Special Issue on Modelling and Simulation of Ground Vehicle Systems*, Vol. 61, No. 1-4, 2013, 204-218.

Hoffenson, S., Frischknecht, B. D., and Papalambros, P. Y., "A Market Systems Analysis of the U.S. Sport Utility Vehicle Market Considering Frontal Crash Safety Technology and Policy", *Accident Analysis & Prevention*, Vol. 50, 2013, 943-954. See also the 2012 conference version.

Kang, N., Feinberg, F. M., and Papalambros, P. Y., "A Framework of Enterprise-driven Product Service System Design", *Proceedings of the 19th International Conference on Engineering Design*, Seoul, Korea, Aug 4-Aug 7, 2013.

Kang, N., Kokkolaras, M., and Papalambros, P. Y., "Solving Multiobjective Optimization Problem Using Quasi-separable MDO Formulations and Analytical Target Cascading", *Proceedings to the 10th World Congress on Structural and Multidisciplinary Optimization*, Orlando, May 19-24, Orlando, 2013.

McGowan, A. R., Daly, S., Baker, W., Papalambros, P. Y., and Seifert, C., "A Socio-Technical Perspective on Interdisciplinary Interactions During the Development of Complex Engineered Systems", *Proceedings of the Conference on Systems Engineering Research*, Atlanta, GA, Mar 19-Mar 22, 2013.

Montazeri, S., Finkbiner, D., Papalambros, P. Y., and Gonzalez, D., "Save a Napkin, Save a Tree: The Role of Metaphors in Product Design to Change Behavior", *Proceedings to the 19th International Conference on Engineering Design*, Seoul, Korea, Aug 19-Aug 22, 2013.

Peters, D., Papalambros, P. Y., and Ulsoy, A. G., "Sequential Co-Design of an Artifact and its Controller Via Control Proxy Functions",*Mechatronics*, Vol. 23, No. 3, 2013, 409-418. See also the 2010 conference version.

Ren, Y., Burnap, A., and Papalambros, P. Y., "Quantification of Perceptual Design Attributes Using a Crowd", *Proceedings of the 19th International Conference on Engineering Design*, Seoul, Korea, Aug 19-Aug 22, 2013.

Ren, Y., Scott, C., and Papalambros, P. Y., "A Scalable Preference Elicitation Algorithm Using Group Generalized Binary Search", *Proceedings of the ASME 2013 International Design Engineering Technical Conferences*, Portland, Aug 4-Aug 7, 2013.

## Articles in 2012

Alyaqout, S. F., Papalambros, P. Y., and Ulsoy, A. G., "Combined Design and Robust Control of a Vehicle Passive/Active Suspension",*International Journal of Vehicle Design*, Vol. 59, No. 4, 2012, 315-330. See also the 2007, 2012 conference version.

Gerth, R., Burnap, A., and Papalambros, P. Y., "Crowdsourcing: A Primer and its Implications for Systems Engineering", *Proceedings of the 2012 NDIA Ground Vehicle Systems Engineering and Technology Symposium*, Troy, MI, Aug 14-Aug 16, 2012.

Hoffenson, S., Frischknecht, B., and Papalambros, P. Y., "A Market Systems Analysis of the U.S. Sport Utility Vehicle Market Considering Frontal Crash Safety Technology and Policy", *Proceedings of the NordDesign 2012 Conference*, Aalborg, Denmark, Aug 22-Aug 24, 2012.

Kang, N., Kokkolaras, M., Papalambros, P. Y., Park, J., Na, W., Yoo, S., and Featherman, D., "Optimal Design of Commercial Vehicle Systems Using Analytical Target Cascading", *Proceedings of the 14th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference*, Indianapolis, IN, Sep 17-Sep 19, 2012.

Montazeri, S., Gonzalez, R., Yoon, C., and Papalambros, P. Y., "Color, Cognition, and Recycling: How the Design of Everyday Objects Prompt Behavior Change", *Proceedings of the 12th International Design Conference*, Dubrovnik, Croatia, May 21-May 24, 2012.

Reid, T., Frischknecht, B., and Papalambros, P. Y., "Perceptual Attributes in Product Design: Fuel Economy and Silhouette-Based Perceived Environmental Friendliness Tradeoffs in Automotive Vehicle Design", *Journal of Mechanical Design*, Vol. 134, No. 4, 2012.

Ren, Y. and Papalambros, P. Y., "On Design Preference Elicitation with Crowd Implicit Feedback", *Proceedings of the ASME 2012 International Design Engineering Technical Conferences*, Chicago, IL, Aug 12-Aug 15, 2012, DETC2012-70605.

Ren, Y. and Papalambros, P. Y., "On the Use of Active Learning in Engineering Design", *Proceedings of the ASME 2012 International Design Engineering Technical Conferences*, Chicago, IL, Aug 12-Aug 15, 2012, DETC2012-70624.

## Articles in 2011

Ahn, K., Whitefoot, J., Papalambros, P. Y., Atluri, P., and Tate, E., "Comparison of Early-stage Design Methods for a Two-mode Hybrid Electric Vehicle", *Vehicle Power and Propulsion Conference*, Chicago, Sep, 2011.

Alexander, M., Allison, J. T., and Papalambros, P. Y., "Reduced Representations of Vector-Valued Coupling Variables in Decomposition-Based Design Optimization ", *Structural and Multidisciplinary Optimization*,2011. See also the 2009 conference version.

Alexander, M. J., Allison, J. T., and Papalambros, P. Y., "Decomposition-based Design Optimisation of Electric Vehicle Powertrains Using Proper Orthogonal Decomposition", *International Journal of Powertrains*, Vol. 1, No. 1, 2011, 72-92.

Alexander, M. J., Allison, J. T., Papalambros, P. Y., and Gorsich, D. J., "Constraint Management of Reduced Representation Variables in Decomposition-Based Design Optimization", *Journal of Mechanical Design*, Vol. 133, No. 10, 2011. See also the 2010 conference version.

Alyaqout, S. F., Peters, D. L., Papalambros, P. Y., and Ulsoy, A. G., "Generalized Coupling Management in Complex Engineering Systems Optimization", *Journal of Mechanical Design*, Vol. 133, No. 9, 2011.

Frischknecht, B. D., Peters, D., and Papalambros, P. Y., "Pareto Set Analysis: Local Measures of Objective Coupling in Multiobjective Design Optimization", *Structural & Multidisciplinary Optimization*, Vol. 43, No. 5, 2011, 617. See also the 2009 conference version.

Hoffenson, S., Kokkolaras, M., Papalambros, P., and Arepally, S., "Ground Vehicle Safety Optimization Considering Blastworthiness and the Risks of High Weight and Fuel Consumption", *2011 NDIA Ground Vehicle Systems Engineering and Technology Symposium*, Dearborn, Michigan, Aug 9-Aug 11, 2011.

Hoffenson, S. and Papalambros, P., "The Impact of Safety Standards and Policies on Optimal Automobile Design", *Proceedings of the International Conference on Engineering Design*, Copenhagen, Denmark, 2011.

Hoffenson, S., Papalambros, P. Y., Kokkolaras, M., and Arepally, S., "Weight and Blastworthiness Design Considerations for Military Ground Vehicle Safety Optimization", *Proceedings of the 9th World Congress on Structural and Multidisciplinary Optimization*, Shizuoka, Japan, 2011.

Kelly, J. C., Maheut, P., Petiot, J. F., and Papalambros, P. Y., "Incorporating User Shape Preference in Engineering Design Optimization", *Journal of Engineering Design*,2011.

Michalek, J. J., Ebbes, P., AdigĂĽzel, F., Feinberg, F. M., and Papalambros, P. Y., "Enhancing Marketing with Engineering: Optimal Product Line Design for Heterogeneous Markets", *International Journal of Research in Marketing*, Vol. 28, No. 1, 2011, 1-12.

Peters, D., Mechtenberg, A. R., Whitefoot, J., and Papalambros, P. Y., "Model Predictive Control of a Microgrid with Plug-in Vehicles: Error Modeling and the Role of Prediction Horizon", *Proceedings of the ASME 2011 Dynamic Systems and Control Conference*, Arlington, VA, USA, Oct 31-Nov 2, 2011.

Peters, D. L. and Daly, S. R., "The Challenge of Returning: Transitioning from an Engineering Career to Graduate School", *Proceedings of the ASEE Annual Conference*, Vancouver, Canada, Jun, 2011.

Peters, D. L., Papalambros, P. Y., and Ulsoy, A. G., "Control Proxy Functions for Sequential Design and Control Optimization", *Journal of Mechanical Design*, Vol. 133, No. 9, 2011.

Ren, Y. and Papalambros, P. Y., "Design Preference Elicitation: Exploration and Learning", *Proceedings of the International Conference on Engineering Design*, Copenhagen, Denmark, 2011.

Ren, Y. and Papalambros, P. Y., "A Design Preference Elicitation Query as an Optimization Process", *Journal of Mechanical Design*, Vol. 133, No. 11, 2011.

Ren, Y. and Papalambros, P. Y., "Design Preference Elicitation Using Efficient Global Optimization", *Proceedings of the ASME 2011 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference*, Washington D.C., 2011.

Takeda, N. and Papalambros, P. Y., "A Heuristic Sequencing Procedure for Sequential Solution of Decomposed Optimal Design Problem",*Journal of the International Society for Structural and Multidisciplinary Optimization*,2011, 1-20.

Whitefoot, J., Mechtenberg, A. R., Peters, D. L., and Papalambros, P. Y., "Optimal Component Sizing and Forward-looking Dispatch of an Electrical Microgrid for Energy Storage Planning", *Proceedings of the ASME 2011 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference*, Washington, DC, USA, Aug 29-Aug 31, 2011.

Whitefoot, K., Fowlie, M., and Skerlos, S., "Product Design Response to Industrial Policy: Evaluating Fuel Economy Standards Using an Engineering Model of Endogenous Product Design", *Energy Institute at HAAS Working Paper Series*,2011.

## Articles in 2010

Alexander, M. J., Allison, J. T., Papalambros, P. Y., and Gorsich, D. J., "Constraint Management of Reduced Representation Variables in Decomposition-Based Design Optimization", *2010 ASME International Design Engineering Technical Conferences*, Montreal, Canada, August 15-18, 2010, DETC2010-28788.

Alexander, M. J. and Papalambros, P. Y., "An Accuracy Assessment Method for Two-Dimensional Functional Data in Simulation-Based Design", *13th AIAA/ISSMO Multidisciplinary Analysis Optimization Conference*, Fort Worth, TX, September 13-15, 2010.

Allison, J. T. and Papalambros, P. Y., "Consistency Constraint Allocation in Augmented Lagrangian Coordination", *Journal of Mechanical Design*, Vol. 132, No. 7, 2010, 071007. See also the 2008 conference version.

Chan, K.-Y., Papalambros, P. Y., and Skerlos, S. J., "A Method for Reliability-Based Optimization with Multiple Non-Normal Stochastic Parameters: A Simplified Airshed Management Study", *Stochastic Environmental Research and Risk Assessment*, Vol. 24, No. 1, 2010, pp. 101-116.

Ersal, I., Papalambros, P. Y., Gonzalez, R., and Aitken, T. J., "Modeling Perceptions of Craftmanship in Vehicle Interior Design", *Journal of Engineering Design*,2010. See also the 2004 conference version.

Frischknecht B.D., Whitefoot K., and Papalambros P.Y., "On the Suitability of Econometric Demand Models in Design for Market Systems",*Journal of Mechanical Design*, Vol. 132, No. 12, 2010, 11.

Han, J. and Papalambros, P. Y., "A Note on the Convergence of Analytical Target Cascading with Infinite Norms", *ASME Journal of Mechanical Design*, Vol. 132, No. 3, 2010, 034502.

Han, J. and Papalambros, P. Y., "Optimal Design of Hybrid Electric Fuel Cell Vehicles under Uncertainty and Enterprise Considerations",*Journal of Fuel Cell Science and Technology*, Vol. 7, No. 2, 2010, 021020. See also the 2008 conference version.

Han, J. and Papalambros, P. Y., "A Sequential Linear Programming Coordination Algorithm for Analytical Target Cascading ", *Journal of Mechanical Design*, Vol. 132, No. 2, 2010, 021003. See also the 2007 conference version.

Han, J. and Papalambros, P. Y., "An SLP Filter Algorithm for Probabilistic Analytical Target Cascading", *Structural and Multdisciplinary Optimization*,2010. See also the 2007 conference version.

Kelly, J. C., Wakefield, G. H., and Papalambros, P. Y., "Evidence for Using Interactive Genetic Algorithms in Shape Preference Assessment",*International Journal of Product Development*, Vol. 13, No. 2, 2010, 168-184.

Li, J., Mourelatos, Z. P., Kokkolaras, M., Papalambros, P. Y., and Gorsich, D. J., "Validating Designs through Sequential Simulation-Based Optimization", *2010 ASME International Design Engineering Technical Conferences*, Montreal, Canada, August 15-18, 2010, DETC2010-28431.

MacDonald, E. F., Gonzalez, R., and Papalambros, P. Y., "The Construction of Preferences for Crux and Sentinel Product Attributes", *Journal of Engineering Design*, Vol. 2, No. 6, 2010, 609-626. See also the 2007 conference version.

Malikopoulos, A. A., Papalambros, P. Y., and Assanis, D. N., "Online Identification and Stochastic Control for Autonomous Internal Combustion Engines", *ASME Journal of Dynamic Systems, Measurement and Control*, Vol. 132, No. 2, 2010, 024504.

Michalek, J. J., Ebbes, P., Adiguzel, F., Feinberg, F., and Papalambros, P. Y., "Enhancing Marketing with Engineering: Optimal Product Line Design for Heterogeneous Markets", *International Journal of Research in Marketing*,2010.

Peters, D. L., Papalambros, P. Y., and Ulsoy, A. G., "Relationship Between Coupling and the Controllability Grammian in Co-Design Problems", *American Control Conference*, Baltimore, MD, June 30-July 2, 2010, pp. 623-628.

Peters, D. L., Papalambros, P. Y., and Ulsoy, A. G., "Sequential Co-Design of an Artifact and its Controller via Control Proxy Functions", *the Proceedings of the 5th IFAC Symposium on Mechatronic Systems*, Cambridge, MA, September 13-15, 2010.

Reid, T., Gonzalez, R., and Papalambros, P. Y., "Quantification of Perceived Environmental Friendliness for Vehicle Silhouette Design", *Journal of Mechanical Design*, Vol. 132, No. 10, 2010, 101010. See also the 2009 conference version.

Ren, Y. and Papalambros, P. Y., "Design Preference Elicitation, Derivative-Free Optimization and Support Vector Machine Search", *2010 ASME International Design Engineering Technical Conferences*, Montreal, Canada, August 15-18, 2010, DETC2010-28475.

Sarin, H., Kokkolaras, M., Hulbert, G. M., Papalambros, P. Y., Barbat, S., and Yang, R. J., "A Comprehensive Metric for Comparing Time Histories in Validation of Simulation Models with Emphasis on Vehicle Safety Applications", *Transactions of the ASME - Journal of Dynamic Systems, Measurement and Control*, Vol. 132, No. 6, 2010, 061401. See also the 2008 conference version.

Simpson, T. W., Parkinson, M., Celento, D., Chen, W., McKenna, A., Colgate, E., Norman, D., Papalambros, P., Gonzalez, R., Roth, B., and Leifer, L.,"Navigating the barriers to interdisciplinary design education: Lessons learned from the NSF design workshop series", *2010 ASME International Design Engineering Technical Conferences*, Montreal, Canada, August 15-18, 2010.

Whitefoot, J. W., Ahn, K., and Papalambros, P. Y., "The Case for Urban Vehicles: Powertrain Optimization of a Power-Split Hybrid for Fuel Economy on Multiple Drive Cycles", *2010 ASME International Design Engineering Technical Conferences*, Montreal, Canada, August 15-18, 2010, DETC2010-28457.

## Articles in 2009

Ahn, K. and Papalambros, P., "Design Optimization of Motor/Generator Full-load Characteristics in Two-mode Hybrid Vehicles", *the Proceedings of the Society of Automotive Engineers World Congress*, Detroit, MI, April 20-23, 2009, Vol. SAE 2009-01-1317.

Ahn, K. and Papalambros, P. Y., "Design Optimization of Motor/Generator Full-load Characteristics in Two-mode Hybrid Vehicles", *SAE International Journal of Passenger Cars-Electronic and Electrical Systems*, Vol. 2, No. 1, 2009, 389-396. See also the 2009 conference version.

Ahn, K. and Papalambros, P. Y., "Engine Optimal Operation Lines for Power-Split Hybrid Electric Vehicles", *Proceedings of IMechE, Part D: Journal of Automobile Engineering*, Vol. 223, No. 9, 2009, 1149-1162.

Alexander, M. J., Allison, J. T., and Papalambros, P. Y., "Reduced Representations of Vector-Valued Coupling Variables in Decomposition-Based Design Optimization", *the 8th World Congress on Structural and Multidisciplinary Optimization*, Lisbon, Portugal, June 1-5, 2009.

Allison, J. T., Kokkolaras, M., and Papalambros, P. Y., "Optimal Partitioning and Coordination Decisions in Decomposition-based Design Optimization", *Journal of Mechanical Design*, Vol. 131, No. 8, 2009, 081008. See also the 2007 conference version.

Frischknecht, B., Gonzalez, R., Papalambros, P. Y., and Reid, T., "A Design Science Approach to Analytical Product Design", *International Conference on Engineering Design*, Stanford, CA, August 24-27, 2009.

Frischknecht, B., Peters, D., and Papalambros, P. Y., "Pareto Set Analysis: Local Measures of Objective Conflict and Coupling in Multiobjective Design Optimization", *the 8th World Congress on Structural and Multidisciplinary Optimization*, Lisbon, Portugal, June 1-5, 2009.

Frischknecht, B., Whitefoot, K., and Papalambros, P. Y., "Methods for Evaluating Suitability of Econometric Demand Models in Design for Market Systems", *2009 ASME International Design Engineering Technical Conferences*, San Diego, CA, August 30-September 2, 2009, DETC2009-87165.

Hoffenson, S., Kokkolaras, M., Papalambros, P. Y., and Reed, M., "An Optimizaton Approach to Occupant Safety and Fuel Economy in Vehicle Design", *the 8th World Congress on Structural and Multidisciplinary Optimization*, Lisbon, Portugal, June 1-5, 2009.

MacDonald, E., Gonzalez, R., and Papalambros, P., "Preference Inconsistency in Multidisciplinary Design Decision Making", *Journal of Mechanical Design*, Vol. 131, No. 3, 2009.

MacDonald, E., Lubensky, A., Sohns, B., and Papalambros, P., "Product Semantics and Wine Portfolio Optimization", *Int. J. Product Development*, Vol. 7, No. 1/2, 2009, pp. 73-98.

Malikopoulos, A. A., Papalambros, P. Y., and Assanis, D. N., "A Real-Time Computational Learning Model for Sequential Decision-Making Problems Under Uncertainty", *ASME Journal of Dynamic Systems, Measurement and Control*, Vol. 131, No. 4, 2009, 041010.

Peters, D. L., Papalambros, P. Y., and Ulsoy, A. G., "On Measures of Coupling Between the Artifact and Controller Optimal Design Problems",*2009 ASME International Design Engineering Technical Conferences*, San Diego, CA, August 30-September 2, 2009, DETC2009-86868.

Petiot, J.-F., Salvo, C., Hossoy, I., Papalambros, P. Y., and Gonzalez, R., "A Cross-Cultural Study of Users' Craftsmanship Perceptions in Vehicle Interior Design", *Int. J. Product Development*, Vol. 7, No. 1/2, 2009, pp. 28-46.

Reid, T., Gonzalez, R., and Papalambros, P. Y., "A Methodology for Quantifying the Perceived Environmental Friendliness of Vehicle Silhouettes in Engineering Design", *2009 ASME International Design Engineering Technical Conferences*, San Diego, CA, August 30-September 2, 2009, DETC2009-87095.

## Articles in 2008

Allison, J. T. and Papalambros, P. Y., "Consistency Constraint Allocation in Augmented Lagrangian Coordination", *2008 ASME International Design Engineering Technical Conferences*, New York, NY, August 3-6, 2008, DETC2008-49823.

Frischknecht, B. and Papalambros, P. Y., "A Pareto Approach to Aligning Public and Private Objectives in Vehicle Design", *2008 ASME Design Engineering Technical Conference*, New York, NY, August 3-6, 2008, DETC2008-49143.

Han, J. W., Kokkolaras, M., and Papalambros, P. Y., "Optimal Design of Hybrid Fuel Cell Vehicles", *Journal of Fuel Cell Science and Technology*, Vol. 5, No. 4, 2008.

Han, J. W. and Papalambros, P. Y., "Optimal Design of Hybrid Electric Fuel Cell Vehicles under Uncertainty and Enterprise Considerations",*the Proceedings of the 6th International Conference on Fuel Cell Science, Engineering and Technology*, Denver, CO, June 16-18, 2008, FUELCELL2008-65111.

Kelly, J., Papalambros, P. Y., and Seifert, C. M., "Interactive Genetic Algorithms for Use as Creativity Enhancement Tools", *the Proceedings of the AAAI Spring Symposium*, Stanford, CA, March 26-28, 2008, pp. 34-39.

Kokkolaras, M. and Papalambros, P. Y. "Nondeterministic Formulations of Analytical Target Cascading for Decomposition-based Design Optimization Under Uncertainty ", in Structural Design Optimization Considering Uncertainties eds. Tsompanakis, Y., Lagaros, N., and Papadrakakis, M. Taylor and Francis, 2008, 1st, pp. 115-133.

Li, Z., Izquierdo, L. E., Kokkolaras, M., Hu, S. J., and Papalambros, P. Y., "Multiobjective Optimization for Integrated Tolerance Allocation and Fixture Layout Design in Multistation Assembly", *Journal of Manufacturing Science and Engineering*,2008.

Li, Z., Kokkolaras, M., Papalambros, P., and Hu, S. J., "Product and Process Tolerance Allocation in Multi-station Compliant Assembly using Analytical Target Cascading", *Journal of Mechanical Design*,2008.

Malikopoulos, A. A., Assanis, D. N., and Papalambros, P. Y., "Optimal Engine Calibration for Individual Driving Styles", *the Proceedings of the Society of Automotive Engineers World Congress*, Detroit, MI, April 14-16, 2008, SAE 2008-01-1367.

Malikopoulos, A. A., Assanis, D. N., and Papalambros, P. Y., "Real-Time, Self-Learning Optimization of Diesel Engine Calibration", *ASME Journal of Engineering for Gas Turbines and Power*, Vol. 131, No. 2, 2008.

Peters, D. L., Papalambros, P. Y., Ulsoy, A. G., and Kurabayashi, K., "Co-design of a MEMS Actuator and its Controller using Frequency Constraints", *2008 ASME Dynamic Systems and Control Conference*, Ann Arbor, MI, October 20-22, 2008, DSCC2008-2212.

Sarin, H., Kokkolaras, M., Hulbert, G., and Papalambros, P., "A Comprehensive Metric for Comparing Time Histories in Validation of Simulation Models with Emphasis on Vehicle Safety Applications", *2008 ASME International Design Engineering Technical Conferences*, New York, NY, August 3-6, 2008, DETC2008/DAC-49669.

## Articles in 2007

Allison, J. T., Kokkolaras, M., and Papalambros, P. Y., "On Selecting Single-Level Formulations for Complex System Design Optimization",*Journal of Mechanical Design*, Vol. 129, No. 9, 2007, pp. 898-906.

Allison, J. T., Kokkolaras, M., and Papalambros, P. Y., "Optimal Partitioning and Coordination Decisions in Decomposition-based Design Optimization", *ASME 2007 International Design Engineering Technical Conferences Computers and Information in Engineering Conference*, Las Vegas, Nevada, September 4-7, 2007, DETC2007-34698.

Allison, J. T. and Papalambros, P. Y., "Optimal Partitioning and Coordination Decisions in System Design Using an Evolutionary Algorithm",*the 7th World Congress on Structural and Multidisciplinary Optimization*, COEX Seoul, Korea, May 21-25, 2007.

Alyaqout, S. F., Papalambros, P. Y., and Ulsoy, A. G., "Combined Design and Robust Control of a Vehicle Passive/Active Suspension", *European Control Conference 2007*, Kos, Greece, July 2-5, 2007.

Alyaqout, S. F., Papalambros, P. Y., and Ulsoy, A. G., "Coupling in Design and Robust Control Optimization", *European Control Conference 2007*, Kos, Greece, July 2-5, 2007.

Chan, K.-Y., Gunawan, S., Papalambros, P. Y., Brudnak, M. J., and Van den Bergh, G., "Software Integration for Simulation-based Analysis and Robust Design Automation of HMMWV Rollover Behavior", *the Proceedings of the Society of Automotive Engineers World Congress*, Detroit, MI, April, 2007, SAE 2007-01-0140 .

Chan, K.-Y., Skerlos, S. J., and Papalambros, P., "An Adaptive Sequential Linear Programming Algorithm for Optimal Design Problems With Probabilistic Constraints", *Journal of Mechanical Design*, Vol. 129, No. 2, 2007, pp. 140-149. See also the 2005 conference version.

Gunawan, S. and Papalambros, P. Y., "Reliability Optimization With Mixed Continuous-Discrete Random Variables and Parameters", *Journal of Mechanical Design*, Vol. 129, No. 2, 2007, pp. 158-165. See also the 2005 conference version.

Han, J. W. and Papalambros, P. Y., "A Sequential Linear Programming Coordination Algorithm for Analytical Target Cascading ", *ASME 2007 International Design Engineering Technical Conferences Computers and Information in Engineering Conference*, Las Vegas, Nevada, September 4-7, 2007, DETC2007-35361 .

Han, J. W. and Papalambros, P. Y., "An SLP Filter Algorithm for Probabilistic Analytical Target Cascading", *the 7th World Congress on Structural and Multidisciplinary Optimization*, COEX Seoul, Korea, May 21-25, 2007.

Kelly, J. and Papalambros, P. Y., "Use of Visual Aesthetic Preference Information in Product Design", *International Conference on Engineering Design*, Paris, France, August 28-31, 2007.

MacDonald, E., Gonzalez, R., and Papalambros, P., "Preference Inconsistency in Multidisciplinary Design Decision Making", *ASME 2007 International Design Engineering Technical Conferences Computers and Information in Engineering Conference*, Las Vegas, Nevada, September 4-7, 2007, DETC2007-35580.

MacDonald, E., Gonzalez, R., and Papalambros, P. Y., "The Construction of Preferences for Crux and Sentinel Product Attributes", *International Conference on Engineering Design*, Paris, France, August 28-31, 2007.

Malikopoulos, A. A., Assanis Dennis.N., and Papalambros Panos.Y., "Real-Time, Self-Learning Optimization of Diesel Engine Calibration", *the 2007 Technical Conference of the ASME Internal Combustion Engine Division*, Charleston, SC, Oct 14-17, 2007, ICEF2007-1603. See also the 2008 journal version.

Malikopoulos, A. A., Papalambros, P. Y., and Assanis, D. N., "A Learning Algorithm for Optimal Internal Combustion Engine Calibration in Real Time",

Malikopoulos, A. A., Papalambros, P. Y., and Assanis, D. N., "A State-Space Representation Model and Learning Algorithm for Real-Time Decision-Making Under Uncertainty", *the 2007 ASME International Mechanical Engineering Congress and Exposition*, Seattle, WA, Nov 11-15, 2007, IMECE2007-41258.

Parkinson, M. B., Reed, M. P., Kokkolaras, M., and Papalambros, P. Y., "Optimizing Truck Cab Layout for Driver Accommodation", *Journal of Mechanical Design*, Vol. 129, No. 11, 2007, pp. 1110-1117.

## Articles in 2006

Allison, J., Walsh, D., Kokkolaras, M., Papalambros, P. Y., and Cartmell, M., "Analytical Target Cascading in Aircraft Design", *44th AIAA Aerospace Sciences Meeting and Exhibit*, Reno, Nevada, January 9 - 12, 2006, AIAA-2006-1325 .

Allison, J. T., Roth, B., Kokkolaras, M., Kroo, I., and Papalambros, P. Y., "Aircraft Family Design Using Decomposition- Based Methods", *11th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference*, Portsmouth, Virginia, Sept. 6-8 , 2006, AIAA-2006-6950.

Alyaqout, S. F., Papalambros, P. Y., and Ulsoy, A. G., "Combined robust design and robust control of an electric DC motor", *2006 ASME International Mechanical Engineering Congress and Exposition, IMECE2006, Nov 5-10 2006*, 2006, Chicago, IL, United States.

Chan, K.-Y., Skerlos, J. S., and Papalambros, P. Y., "Monotonicity and Active Set Strategies in Probabilistic Design Optimization", *Journal of Mechanical Design*, Vol. 128, No. 4, 2006, pp. 893-900. See also the 2005 conference version.

Chan, K.-Y., Skerlos, J. S., and Papalambros, P. Y., "Optimal Design with Non-Normally Distributed Random Parameters, Conditional Probability, and Joint Constraint Reliabilities: A Case Study in Vehicle Emissions Regulations to Achieve Ambient Air Quality", *the Proceedings of the 2006 ASME International Design Engineering Technical Conferences & Computers and Information In Engineering Conference*, Philadelphia, PA, Sep 10-13, 2006, DETC2006/DAC-99417.

Cooper, A., Georgiopoulos, P., Kim, H. M., and Papalambros, P. Y., "Analytical Target Setting: An Enterprise Context in Optimal Product Design",*Journal of Mechanical Design*, Vol. 128, No. 1, 2006, pp. 4-13. See also the 2003 conference version.

Fellini, R., Kokkolaras, M., and Papalambros, P., "Quantitative Platform Selection in Optimal Design of Product Families, with Application to Automotive Engine Design", *Journal of Engineering Design*, Vol. 17, No. 5, 2006, pp. 429-446.

Gobbi, M., Haque, I., Papalambros, P. P. Y., and Mastinu, G., "A Critical Review of Optimization Methods for Road Vehicles Design", *11th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference*, Portsmouth, Virginia, Sept. 6-8 , 2006, AIAA-2006-6998.

Gunawan, S., Kokkolaras, M., and Papalambros, P., "Design Optimization and Reliability Estimation with Incomplete Uncertainty Information",*Proceedings of the Society of Automotive Engineers World Congress*, Detroit, MI, April 3-6, 2006, SAE 2006-01-0962.

Gunawan, S. and Papalambros, P. Y., "A Bayesian Approach to Reliability Optimization with Incomplete Information", *Journal of Mechanical Design*, Vol. 128, No. 4, 2006, pp. 909-918.

Han, J. W., Kokkolaras, M., and Papalambros, P. Y., "Optimal Design of Hybrid Fuel Cell Vehicles", *the Proceedings of the 4th International Conference on Fuel Cell Science, Engineering and Technology*, Irvine, CA, June 19-21, 2006, FUELCELL2006-97161. See also the 2007 journal version.

Kelly, J., Wakefield, G. H., and Papalambros, P. Y., "The Development of a Tool for the Preference Assessment of the Visual Aesthetics of an Object Using Interactive Genetic Algorithms", *Generative Art Conference*, Milan, Italy, December 13-15, 2006.

Kim, H. M., Kumar, D. K. D., Chen, W., and Papalambros, P. Y., "Target Exploration for Disconnected Feasible Regions in Enterprise-Driven Hierarchical Multilevel Product Design", *AIAA Journal*, Vol. 44, No. 1, 2006, pp. 67-77. See also the 2004 conference version.

Kokkolaras, M., Mourelatos, Z. P., and Papalambros, P. Y., "Impact of uncertainty quantification on design: an engine optimisation case study",*International Journal of Reliability and Safety*, Vol. 1, No. 1-2, 2006, pp. 225-237. See also the 2006 conference version.

Kokkolaras, M., Mourelatos, Z. P., and Papalambros, P. Y., "Impact of Uncertainty Quantification on Design Decisions for a Hydraulic-Hybrid Powertrain Engine ", *the Proceedings of the 47th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference*, Newport, Rhode Island, May 1-4, 2006, AIAA-2006-2001. See also the 2006 journal version.

Kokkolaras, M., Mourelatos, Z. P., and Papalambros, P. Y., "Design Optimization of Hierarchically Decomposed Multilevel Systems under Uncertainty", *Journal of Mechanical Design*, Vol. 128, No. 2, 2006, pp. 503-508.

Li, Z., Kokkolaras, M., Izquierdo, L. E., Hu, J., and Papalambros, P. Y., "Multiobjective Optimization for Integrated Tolerance Allocation and Fixture Layout Design in Multistation Assembly", *the Proceedings of the 2006 ASME International Design Engineering Technical Conferences & Computers and Information In Engineering Conference*, Philadelphia, PA, Sep 10-13, 2006, DETC2006/DAC-99467.

Liu, H., Chen, W., Kokkolaras, M., Papalambros, P. Y., and Kim, H. M., "Probabilistic Analytical Target Cascading - A Moment Matching Formulation for Multilevel Optimization under Uncertainty", *Journal of Mechanical Design*, Vol. 128, No. 4, 2006, pp. 991-1000. See also the 2005 conference version.

MacDonald, E., Backsell, M., Gonzalez, R., and Papalambros, P., "The Kano Method's Imperfections, and Implications in Product Decision Theory", *International Design Research Symposium*, Seoul, Korea, November 8-10, 2006.

Michalek, J. J., Ceryan, O., Papalambros, P. Y., and Koren, Y., "Balancing marketing and manufacturing objectives in product line design",*Journal of Mechanical Design, Transactions of the ASME*, Vol. 128, No. 6, 2006, pp. 1196-1204.

Michalek, J. J. and Papalambros, P. Y., "BB-ATC: Analytical target cascading using branch and bound for mixed-integer nonlinear programming", *2006 ASME International Design Engineering Technical Conferences and Computers and Information In Engineering Conference*, 2006, Philadelphia, PA, United States, DETC2006/DAC-99040.

Papalambros, P. Y. and Georgiopoulos, P., "A Designer's View to Economics and Finance ", in Decision Making in Engineering Design (Lewis, K., Schmidt, L., and Chen, W., eds.), ASME Press, 2006.

Primikiri, E., Kokkolaras, M., and Papalambros, P. Y., "Interpolation of energy performance data for building design decision", *International Journal of Sustainable Energy*, Vol. 25, No. 2, 2006, pp. 79-90. See also the 2003 conference version.

Sohns, B. J., Allison, J. T., Fathy, H., and Stein, J. L., "Efficient Parameterization of Large-Scale Dynamic Models Through the Use of Activity Analysis", *the Proceedings of the 2006 ASME International Mechanical Engineering Congress and Exposition*, Chicago, Il, Nov 6-10, 2006, IMECE2006-14599.

Tosserams, S., Etman, L. F. P., Papalambros, P. Y., and Rooda, J. E., "An Augmented Lagrangian Relaxation for Analytical Target Cascading using the Alternating Directions Method of Multipliers", *Structural and Multidisciplinary Optimization*, Vol. 31, No. 3, 2006, pp. 176-189. See also the 2005 conference version.

## Articles in 2005

Allison, J. T., Kokkolaras, M., and Papalambros, P. Y., "On The Impact Of Coupling Strength On Complex System Optimization For Single-Level Formulations", *ASME Design Engineering Technical Conference*, Long Beach, CA, September 24-28, 2005, DETC2005-84790.

Allison, J. T., Kokkolaras, M., and Papalambros, P. Y., "On the Use of Analytical Target Cascading and Collaborative Optimization for Complex System Design", *6th World Conference on Structural and Multidisciplinary Optimization*, Rio de Janeiro, Brazil, May 30-June 3, 2005.

Alyaqout, S., Papalambros, P. Y., and Ulsoy, A. G., "Quantification and Use of System Coupling in Decomposed Design Optimization Problems", *the ASME International Mechanical Engineering Congress and Exposition*, Orlando, FL, November 5-11, 2005, IMECE2005-81364.

Chan, K. Y., Kokkolaras, M., Morelatoes, Z., Papalambros, P., and Skerlos, S., "Propagation of Uncertainty in Optimal Design of Multilevel Systems- A Case Study in Piston Ring/Cylinder Line Subassembly", *SAE 2004 Transactions Journal of Material & Manufacturing*,2005, SAE paper 2004-01-1559. See also the 2004 conference version.

Chan, K.-Y., Skerlos, J. S., and Papalambros, P. Y., "Monotonicity and Active Set Strategies in Probabilistic Design Optimization", *the ASME International Mechanical Engineering Congress and Exposition*, Orlando, FL, November 5-11, 2005, IMECE2005-80965.

Chan, K.-Y., Skerlos, S. J., and Papalambros, P. Y., "An adaptive sequential linear programming algorithm for optimal design problems with probabilistic constraints", *ASME Design Engineering Technical Conference*, Long Beach, CA, September 24-28, 2005, DETC2005-84489. See also the 2007 journal version.

Choudhary, R., Malkawi, A., and Papalambros, P. Y., "Analytic target cascading in simulation-based building design", *Automation in Construction*, Vol. 14, No. 4, 2005, pp. 551-568.

Choudhary, R., Papalambros, P. Y., and Malkawi, A., "A Hierarchical Design Optimization Approach for Meeting Building Performance Targets ", *Architectural Engineering and Design Management*, Vol. 1, No. 1, 2005.

Choudhary, R., Papalambros, P. Y., and Malkawi, A., "Simulation-based Design by Hierarchical Optimization", *Proceedings of the Ninth International Building Performance Simulation Association Conference*, Montreal, Canada, August 15-18, 2005.

Etman, L. F. P., Kokkolaras, M., Hofkampf, A. T., Papalambros, P. Y., and Rooda, J. E., "Coordination Specification in Distributed Optimal Design of Multilevel Systems Using the Chi Language", *Structural and Multidisciplinary Optimization*, Vol. 29, 2005, pp. 198-212.

Fellini, R., Kokkolaras, M., and Papalambros, P. "Commonality Decisions in Design of Product Families ", in Product Platform and Product Family Design: Methods and Applications eds. Simpson, T. W., Siddique, Z., and Jiao, J. Springer-Verlag New York Inc., 2005.

Fellini, R., Kokkolaras, M., Papalambros, P. Y., and Perez-Duarte, A., "Platform Selection under Performance Loss Constraints in Optimal Design of Product Families", *Journal of Mechanical Design*, Vol. 127, 2005, pp.524-535. See also the 2002 conference version.

Georgiopoulos, P., Jonsson, M., and Papalambros, P. Y., "Linking Optimal Design Decisions to the Theory of the Firm: The Case of Resource Allocation", *ASME Journal of Mechanical Design*, Vol. 127, 2005, pp.358-366. See also the 2002 conference version.

Gobbi, M., Haque, I., Papalambros, P. Y., and Mastinu, G., "Optimization and integration of ground vehicle systems", *XIX International Association for Vehicle System Dynamics Symposium*, Milano, Italy, August 29 - September 2, 2005. See also the 2005 journal version.

Gobbi, M., Haque, I., Papalambros, P. Y., and Mastinu, G., "Optimization and integration of ground vehicle systems", *Vehicle System Dynamics*, Vol. 43, No. 6-7, 2005, 437-453. See also the 2005 conference version.

Gunawan, S. and Papalambros, P. Y., "Reliability Optimization Involving Mixed Continuous-Discrete Uncertainties", *ASME Design Engineering Technical Conference*, Long Beach, CA, September 24-28, 2005, DETC2005-84514. See also the 2007 journal version.

Kokkolaras, M., Fellini, R., Kim, H. M., and Papalambros, P. "Analytical Target Cascading in Design of Product Families ", in Product Platform and Product Family Design: Methods and Applications eds. Simpson, T. W., Siddique, Z., and Jiao, J. Springer-Verlag New York Inc, 2005.

Kokkolaras, M., Mourelatos, Z., Louca, L., Filipi, Z., Delagrammatikas, G., Stefanopoulou, A., Papalambros, P., and Assanis, D., "Design under Uncertainty and Assessment of Performance Reliability of a Dual-Use Medium Truck with Hydraulic-Hybrid Powertrain and Fuel Cell Auxiliary Power Unit.", *the Proceedings of the SAE World Congress*, Detroit, MI, April 11-14, 2005, SAE-2005-01-1396.

Kokkolaras, M., Mourelatos, Z., Louca, L., Filipi, Z., Delagrammatikas, G., Stefanopoulou, A., Papalambros, P., and Assanis, D., "Design under Uncertainty and Assessment of Performance Reliability of a Dual-Use Medium Truck with Hydraulic-Hybrid Powertrain and Fuel Cell Auxiliary Power Unit.", *Selected for publication in the 2005 SAE Transactions*,2005. See also the 2005 conference version.

Li, Z., Georgiopoulos, P., Papalambros, P. Y., Filipi, Z., Wu, G., and Yang, X., "Model Based Analysis of Performance-Cost Tradeoffs for Engine Manifold Surface Finishing", *SAE 2004 Transactions Journal of Material & Manufacturing*,2005, SAE papaer 2004-01-1561. See also the 2004 conference version.

Li, Z., Kokkolaras, M., Jung, D., Papalambros, P. Y., and Assanis, D. N., "An Optimization Study of Manufacturing Variation Effects on Diesel Injector Design with Emphasis on Emissions", *SAE 2004 Transactions Journal of Material & Manufacturing*,2005, SAE paper 2004-01-1560. See also the 2004 conference version.

Liu, H., Chen, W., Kokkolaras, M., Papalambros, P. Y., and Kim, H. M., "Probabilistic Analytical Target Cascading - A Moment Matching Formulation for Multilevel Optimization under Uncertainty", *ASME Design Engineering Technical Conference*, Long Beach, CA, September 24-28, 2005, DETC2005-84928. See also the 2006 journal version.

Michalek, J. J., Ceryan O., Papalambros P.Y., and Koren Y., "Manufacturing investment and allocation in product line design decision-making",*ASME Design Engineering Technical Conference*, Long Beach, CA, September 24-28, 2005, DETC2005-84812.

Michalek, J. J., Feinberg F.M., and Papalambros, P. Y., "Linking Marketing and Engineering Product Design Decisions via Analytical Target Cascading", *Journal of Product Innovation Management: Special Issue on Design and Marketing in New Product Development*, Vol. 22, 2005, pp. 42-62.

Michalek, J. J. and Papalambros, P. Y., "An Efficient Weighting Update Method to Achieve Acceptable Consistency Deviation in Analytical Target Cascading", *ASME Journal of Mechanical Design*, Vol. 127, No. 2, 2005, pp. 206-214. See also the 2004 conference version.

Michalek, J. J. and Papalambros, P. Y., "Technical Brief: Weights, Norms, and Notation in Analytical Target Cascading", *ASME Journal of Mechanical Design*, Vol. 127, 2005, pp. 499-501.

Park, H. J., Economou, A., and Papalambros, P. Y., "Hermes: A Computational Tool for Proportionality Studies in Design", *Learning from the Past a Foundation for the Future [Special publication of papers presented at the CAAD futures 2005 conference]*, Vienna, Austria, 20-22 June, 2005, pp. 99-108.

Parkinson, M., Reed, M., Kokkolaras, M., and Papalambros, P. Y., "Robust Truck Cabin Layout Optimization Using Advanced Driver Variance Models", *ASME Design Engineering Technical Conference*, Long Beach, CA, September 24-28, 2005, DETC2005-84179. See also the 2007 journal version.

Primikiri, E., Kokkolaras, M., and Papalambros, P., "Dormitory Optimized Energy Performance using Spatial Archetypes", *Passive and Low Energy Cooling for the Built Environment*, Santorini, Greece, May 19-21, 2005.

Saitou, K., Izui, K., Nishiwaki, S., and Papalambros, P., "A Survey of Structural Optimization in Mechanical Product Development", *Journal of Computing and Information Science in Engineering*, Vol. 5, 2005, pp. 214-226.

Sasena, M. J., Parkinson, M., Reed, M. P., Papalambros, P. Y., and Goovaerts, P., "Improving an Ergonomics Testing Procedure via Approximation-based Adaptive Experimental Design", *Journal of Mechanical Design*, Vol. 127, No. 5, 2005, 1006-1013. See also the 2002 conference version.

Tosserams, S., Etman, L. F. P., Papalambros, P. Y., and Rooda, J. E., "An Augmented Lagrangian Relaxation for Analytical Target Cascading using the Alternating Directions Method of Multipliers", *6th World Conference on Structural and Multidisciplinary Optimization*, Rio de Janeiro, Brazil, May 30-June 3, 2005. See also the 2006 journal version.

## Articles in 2004

Chan, K. Y., Kokkolaras, M., Morelatoes, Z., Papalambros, P., and Skerlos, S., "Propagation of Uncertainty in Optimal Design of Multilevel Systems- A Case Study in Piston Ring/Cylinder Line Subassembly". *Proceedings of the Society of Automotive Engineers World Congress*, Detroit, MI, March 8-11, 2004, SAE paper 2004-01-1559. See also the 2005 journal version.

Cooper, A. B., Georgiopoulos, P., Michalek, J. J., and Papalambros, P. Y., "A simulation-based vehicle design strategy for acquisition and requirements validation". *Proceedings of the SAE World Congress*, Detroit, MI, March 8-11, 2004.

Cooper, A. B., Kokkolaras, M., and Papalambros, P. Y., "A Dual-use Enterprise Context for Vehicle Design and Technology Valuation".*Proceedings of the Society of Automotive Engineers World Congress*, Detroit, MI, March 8-11, 2004, SAE paper 2004-01-1588.

Fathy, H. M., Papalambros, P. Y., and Ulsoy, A. G., "On Combined Plant and Control Optimization". *8th Cairo University International Conference on Mechanical Design and Production*, Cairo, Egypt, January 4-6, 2004.

Fellini, R., Kokkolaras, M., Michelena, N., Papalambros, P., Perez-Duarte, A., Saitou, K., and Fenyes, P., "A Sensitivity-Based Commonality Strategy for Family Products of Mild Variation, with Application to Automotive Body Structures". *Structural and Multidisciplinary Optimization*, Vol. 27, No. 1-2, 2004, pp. 89-96. See also the 2002 conference version.

Filipi, Z. S., Louca, L. S., Daran, B., Lin, C.-C., Yildir, U., Wu, B., Kokkolaras, M., Assanis, D. N., Peng, H., Papalambros, P. Y., and Stein, J. L., "Combined Optimization of Design and Power Management of the Hydraulic Hybrid Propulsion System for a 6x6 Medium Truck". *International Journal of Heavy Vehicle Systems*, Vol. 11, No. 3-4, 2004, pp. 371-401.

Hamza, K., Hossoy, I., Reyes-Luna, J. F., and Papalambros, P. Y., "Combined Maximization of Interior Comfort and Frontal Crashworthiness in Preliminary Vehicle Design". *International Journal of Vehicle Design*, Vol. 35, No. 3, 2004, pp. 167-185.

Hossoy, I., Papalambros, P. Y., Gonzalez, R., and Aitken, T. J., "Modeling Customer Perceptions of Craftsmanship in Vehicle Interior Design".*Proceedings of the Tools and Methods of Competitive Engineering Conference*, Lausanne, Switzerland, April 13-17, 2004, pp. 1091-1093.

Kim, H. M., Kumar, D. K. D., Chen, W., and Papalambros, P. Y., "Target Feasibility Achievement in Enterprise-Driven Hierarchical Multidisciplinary Design". *Proceedings of the 10th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference*, Albany, NY, August 30 - September 1, 2004, AIAA-2004-4546. See also the 2006 journal version.

Kokkolaras, M., Louca, L. S., Delagrammatikas, G. J., Michelena, N. F., Filipi, Z. S., Papalambros, P. Y., Stein, J. L., and Assanis, D. N., "Simulation-Based Optimal Design of Heavy Trucks by Model-Based Decomposition: An Extensive Analytical Target Cascading Case Study". *International Journal of Heavy Vehicle Systems*, Vol. 11, No. 3-4, 2004, pp. 402-432.

Kokkolaras, M., Mourelatos, Z. P., and Papalambros, P. Y., "Design Optimization of Hierarchically Decomposed Multilevel System under Uncertainty". *Proceedings of the ASME Design Engineering Technical Conferences*, Salt Lake City, Utah, September 28 - October 2, 2004, DETC2004/DAC-57357. See also the 2006 journal version.

Li, Z., Georgiopoulos, P., Papalambros, P. Y., Filipi, Z., Wu, G., and Yang, X., "Model Based Analysis of Performance-Cost Tradeoffs for Engine Manifold Surface Finishing". *Proceedings of the Society of Automotive Engineers World Congress*, Detroit, MI, March 8-11, 2004, SAE papaer 2004-01-1561. See also the 2005 journal version.

Li, Z., Kokkolaras, M., Jung, D., Papalambros, P. Y., and Assanis, D. N., "An Optimization Study of Manufacturing Variation Effects on Diesel Injector Design with Emphasis on Emissions". *Proceedings of the SAE World Congress*, Dearborn, MI, March 8-11, 2004, SAE paper 2004-01-1560. See also the 2005 journal version.

Li, Z., Yue, J., Kokkolaras, M., Camelio, J., Papalambros, P. Y., and Hu, S. J., "Product Tolerance Allocation in Compliant Multistation Assembly through Variation Propagation and Analytical Target Cascading". *Proceedings of the 2004 ASME International Mechanical Engineering Congress and RD&D Exposition*, Anaheim, CA, November 13-19, 2004, IMECE2004-60521.

Michalek, J. J., Feinberg F.M., and Papalambros, P. Y., "An optimal marketing and engineering design model for product development using analytical target cascading". *Proceedings of the Tools and Methods of Competitive Engineering Conference*, Lausanne, Switzerland, April 13-17, 2004, pp. 835-846.

Michalek, J. J. and Papalambros, P. Y., "An Efficient Weighting Update Method to Achieve Acceptable Consistency Deviation in Analytical Target Cascading". *Proceedings of the ASME Design Engineering Technical Conferences*, Salt Lake City, Utah, September 28 - October 2, 2004, DETC2004-57134. See also the 2005 journal version.

Michalek, J., Papalambros, P. Y., and Skerlos, S., "A Study of Fuel Efficiency and Emission Policy Impact on Optimal Vehicle Design Decisions". *Journal of Mechanical Design*, Vol. 126, No. 6, 2004, pp. 1062-1070. See also the 2003 conference version.

Siah, E. S., Sasena, M., Volakis, J. L., Papalambros, P. Y., and Wiese, R. W., "Fast Parameter Optimization of Large-Scale Electromagnetic Objects Using DIRECT with Kriging Metamodeling". *IEEE Transactions on Microwave Theory and Techniques *, Vol. 52, No. 1, 2004, pp. 276-285.

Yoshimura, M. and Papalambros, P. Y., "Kansei Engineering in Concurrent Product Design: a Progress Review". *Proceedings of the Tools and Methods of Competitive Engineering Conference*, Lausanne, Switzerland, April 13-17, 2004, pp. 177-186.

Youn, B. D., Kokkolaras, M., Mourelatos, Z. P., Papalambros, P. Y., Choi, K. K., and Gorsich, D., "Uncertainty Propagation Techniques for Probabilistic Design of Multilevel Systems". *Proceedings of the 10th AIAA/ISSMO Symposium on Multidisciplinary Analysis and Optimization*, Albany, New York, August 30 - September 1, 2004, AIAA-2004-4470.

## Articles in 2003

Choudhary, R., Malkawi A., and Papalambros, P. Y., "A Hierarchical Design Optimization Framework for Building Performance Analysis".*Proceedings of the Eight International Building Performance Simulation Association (IBPSA) Conference*, Eindhoven, Netherlands, August 11-14, 2003.

Cooper, A. B. and Papalambros, P. Y., "An Enterprise Decision Model for Optimal Vehicle Design and Technology Valuation". *Proceedings of the 2003 ASME International Mechanical Engineering Congress and Exposition*, Washington, DC, November 15-21, 2003, IMECE2003-42946.

Cooper, A., Georgiopoulos, P., Kim, H. M., and Papalambros, P. Y., "Analytical Target Setting: An Enterprise Context in Optimal Product Design".*Proceedings of the ASME Design Engineering Technical Conferences* (Fadel, G., ed.), Chicago, IL., September 2-6, 2003, ASME, New York, NY, DETC 2003/DAC-48734. See also the 2006 journal version.

Fathy, H. M., Papalambros, P. Y., and Ulsoy, A. G., "Integrated Plant, Observer, and Controller Optimization with Application to Combined Passive/Active Automotive Suspensions". *Proceedings of the 2003 ASME Mechanical Engineering Congress and Exposition*, Washington, DC, November 15-21, 2003, IMECE2003-42014.

Fathy, H. K., Papalambros, P. Y., Ulsoy, A. G., and Hrovat, D., "Nested Plant/Controller Optimization with Application to Combined Passive/Active Automotive Suspensions". *IEEE American Control Conference* (Bequette, B.W., ed.), Denver, CO, June 4-6, 2003, Vol. 4, pp. 3375-3380.

Fellini, R., Kokkolaras, M., and Papalambros, P., "Efficient Product Portfolio Reduction". *Proceedings of the 5th World Congress on Structural and Multidisciplinary Optimization*, Lido di Jesolo-Venice, Italy, May 19-23, 2003.

Fellini, R., Kokkolaras, M., and Papalambros, P., "A Rigorous Framework for Making Commonality and Modularity Decisions in Optimal Design of Product Families". *Proceedings of the International Conference on Engineering Design*, Stockholm, Sweden, August 19-21, 2003.

Kim, H. M., Michelena, N. F., Papalambros, P. Y., and Jiang, T., "Target Cascading in Optimal System Design". *ASME Journal of Mechanical Design*, Vol. 125, No. 3, 2003, pp. 474-480. See also the 2000 conference version.

Kim, H. M., Rideout, D. G., Papalambros, P. Y., and Stein, J. L., "Analytical Target Cascading in Automotive Vehicle Design". *ASME Journal of Mechanical Design*, Vol. 125, No. 3, 2003, pp. 481-489. See also the 2001 conference version.

Michalek, J., Papalambros, P. Y., and Skerlos, S., "A Study of Emission Policy Effects on Optimal Vehicle Design Decisions". *Proceedings of the ASME Design Engineering Technical Conferences* (Fadel, G., ed.), Chicago, IL., September 2-6, 2003, ASME, New York, NY, DETC 2003/DAC-48767. See also the 2004 journal version.

Michelena, N., Park, H., and Papalambros, P. Y., "Convergence Properties of Analytical Target Cascading". *AIAA Journal*, Vol. 41, No. 5, 2003, pp. 897-905. See also the 2000 and 2002 conference version.

Nystrom, M., Larsson, T., Karlsson, L., Kokkolaras, M., and Papalambros, P. Y., "Linking Analytical Target Cascading to Engineering Information Systems for Simulation-Based Optimal Vehicle Design". *Proceedings of the International Conference on Engineering Design*, Stockholm, Sweden, August 19-21, 2003.

Primikiri, E., Kokkolaras, M., and Papalambros, P. Y., "Interpolating Data for Energy Analysis (IDEA)". *Proceedings of the Eight International Building Performance Simulation Association (IBPSA) Conference*, Eindhoven, Netherlands, August 11-14, 2003. See also the 2006 journal version.

Siah, E. S., Ozdemir, T., Volakis, J. L., Papalambros, P., and Wiese, R., "Fast Parameter Optimization Using Kriging Metamodeling [Antenna EM Modeling/Simluation]". *IEEE International Antennas and Propagation Symposium and USNC/CNC/URSI North American Radio Science Meeting*, Columbus, OH, June 22-27, 2003, Vol. 2, pp. 76-79.

Siah, E. S., Ozdemir, T., Volakis, J. L., Papalambros, P., and Wiese, R., "Optimization for RF Coupling and Interference Reduction of Devices in Complex Systems". *IEEE International Symposium on Electromagnetic Compatibility*, Istanbul, Turkey, May 11-16, 2003.

Tzevelekos, N., Kokkolaras, M., Papalambros, P. Y., Hulshof, M. F., Etman, L. F. P., and Rooda, J. E., "An Empirical Local Convergence Study of Alternative Coordination Schemes in Analytical Target Cascading". *5th World Congress on Structural and Multidisciplinary Optimization*, Lido di Jesolo-Venice, Italy, May 19-23, 2003.

## Articles in 2002

Etman, L. F. P., Hofkamp, A. T., Rooda, J. E., Kokkolaras, M., and Papalambros, P. Y., "Coordination Specification for Analytical Target Cascading Using the c Language". *Proceedings of the 9th AIAA/ISSMO Symposium on Multidisciplinary Analysis and Optimization*, Atlanta, GA, September 4-6, 2002, AIAA 2002-5637.

Etman, L. F. P., Hofkamp, A. T., Rooda, J. E., Kokkolaras, M., and Papalambros, P. Y., "Coordination Specification for Distriuted Optimal System Design Using the c Language". *Proceedings of the 9th AIAA/ISSMO Symposium on Multidisciplinary Analysis and Optimization*, Atlanta, GA, September 4-6, 2002, AIAA-2002-5410.

Fathy, H. K., Bortoff, S. A., Papalambros, P. Y., Ulsoy, A. G., and Copeland, S. G., "Nested Optimization of an Elevator and its Gain-Scheduled LQG Controller". *ASME International Mechanical Engineering Congress and Exposition*, paper IMECE2002-34273, New Orleans, LA, 2002, Vol. 71, pp. 119-126.

Fellini, R., Kokkolaras, M., Michelena, N., Papalambros, P., Saitou, K., Perez-Duarte, A., and Fenyes, P., "A Sensitivity-Based Commonality Strategy for Family Products of Mild Variation, with Application to Automotive Body Structures". *Proceedings of the 9th AIAA/ISSMO Symposium on Multidisciplinary Analysis and Optimization*, Atlanta, GA, September 4-6, 2002, AIAA-2002-5610. See also the 2004 journal version.

Fellini, R., Kokkolaras, M., Papalambros, P. Y., and Perez-Duarte, A., "Platform Selection under Performance Loss Constraints in Optimal Design of Product Families". *Proceedings of the ASME Design Engineering Technical Conferences* (Diaz, A., ed.), paper DETC 2002/DAC-34099, Montreal, Que., Canada, September 29 - October 2, 2002, Vol. 2, pp. 613-621. See also the 2005 journal version.

Georgiopoulos, P., Fellini, R., Sasena, M., and Papalambros, P. Y., "Optimal Design Decisions in Product Portfolio Valuation". *Proceedings of the ASME Design Engineering Technical Conferences* (Diaz, A., ed.), paper DETC2002/DAC-34097, Montreal, Que., Canada, September 29 - October 2, 2002, Vol. 2, pp. 593-602. See also the 2005 journal version.

Kim, H. M., Kokkolaras, M., Louca, L. S., Delagrammatikas, G. J., Michelena, N. F., Filipi, Z. S., Papalambros, P. Y., Stein, J. L., and Assanis, D. N., "Target Cascading in Vehicle Redesign: A Class VI Truck Study". *International Journal of Vehicle Design*, Vol. 29, No. 3, 2002, pp. 199-225.

Kokkolaras, M., Fellini, R., Kim, H. M., Michelena, N. F., and Papalambros, P. Y., "Extension of the Target Cascading Formulation to the Design of Product Families". *Structural and Multidisciplinary Optimization*, Vol. 24, No. 4, 2002, pp. 293-301. See also the 2001 conference version.

Li, Z., Papalambros, P. Y., and Volakis, J. L., "Frequency Selective Surface Design by Integrating Optimisation Algorithms With Fast Full Wave Numerical Methods". *IEE Proceedings of Microwaves, Antennas and Propagation*, Vol. 149, No. 3, 2002, pp. 175-180.

Li, Z., Erdemli, Y. E., Volakis, J. L., and Papalambros, P. Y., "Design Optimization of Conformal Antennas by Integrating Stochastic Algorithms with the Hybrid Finite-Element Method". *IEEE Transactions on Antennas and Propagation*, Vol. 50, No. 5, 2002, pp. 676-684.

Louca, L. S., Kokkolaras, M., Delagrammatikas, G. J., Michelena, N. F., Filipi, Z. S., Papalambros, P. Y., and Assanis, D. N., "Analytical Target Cascading for the Design of an Advanced Technology Heavy Truck". *ASME International Mechanical Engineering Congress and Exposition* (Bayazitoglu, Y., ed.), New Orleans, LA, November 17-22 , 2002, Vol. 115, IMECE2002-32860.

Michalek, J. J., Choudhary, R., and Papalambros, P. Y., "Architectural Layout Design Optimization". *Engineering Optimization*, Vol. 34, No. 5, 2002, pp. 461-484.

Michalek, J. J. and Papalambros, P. Y., "Interactive Design Optimization of Architectural Layouts". *Engineering Optimization*, Vol. 34, No. 5, 2002, pp. 485-501.

Michelena, N., Park, H., and Papalambros, P., "Convergence Properties of Analytical Target Cascading". *Proceedings of the 9th AIAA/ISSMO Symposium on Multidisciplinary Analysis and Optimization*, Atlanta, GA, September 4-6, 2002, AIAA-2002-5506. See also the 2003 journal version.

Papalambros, P. Y., "Design Optimization Practice in Product Development". *Engineering Design in Integrated Product Development, International Workshop and Seminar 2002, (EdiProD2002)* (Rohatynski, R. and Jakubowski, J., eds.), Lagow, Poland, October 10-12, 2002, pp. 79-90, invited tutorial lecture.

Papalambros, P. Y., "An Enterprise Context for Design Optimization". *Proceedings of the 6th Biennial Conference on Engineering, Systems Design and Analysis (ESDA 2002)*, Istanbul, Turkey, July 8-11, 2002, ASME, New York, NY, Keynote Presentation.

Papalambros, P. Y., "Special Issue on Commercial Design Optimization Software: an Introductory Note". *Structural and Multidisciplinary Optimization*, Vol. 23, No. 2, 2002, pp. 95-96.

Papalambros, P. Y., "The Optimization Paradigm in Engineering Design: Promises and Challenges". *Computer Aided Design*, Vol. 34, No. 12, 2002, pp. 939-951. See also the 2000 conference version.

Reyer, J. A. and Papalambros, P. Y., "Combined Optimal Design and Control with Application to an Electric DC Motor". *ASME Journal of Mechanical Design*, Vol. 124, No. 2, 2002, pp. 183-191. See also the 1999 conference version.

Sasena, M. J., Papalambros, P. Y., and Goovaerts, P., "Global Optimization of Problems with Disconnected Feasible Regions via Surrogate Modeling". *Proceedings of the 9th AIAA/ISSMO Symposium on Multidisciplinary Analysis and Optimization*, Atlanta, GA, September 4-6, 2002, AIAA-2002-5573.

Sasena, M., Parkinson, M., Goovaerts, P., Papalambros, P., and Reed, M., "Adaptive Experimental Design Applied to an Ergonomics Testing Procedure". *Proceedings of the ASME Design Engineering Technical Conferences* (Diaz, A., ed.), paper DETC 2002/DAC-34091, Montreal, Que., Canada, September 29 - October 2, 2002, Vol. 2, pp. 529-537. See also the 2005 journal version.

Sasena, M. J., Papalambros, P., and Goovaerts, P., "Exploration of Metamodeling Sampling Criteria for Constrained Global Optimization".*Engineering Optimization*, Vol. 34, No. 3, 2002, pp. 263-278.

Siah, E. S., Papalambros, P. Y., and Volakis, J., "Parameter Optimization using the Divided Rectangles Global Algorithm with Kriging Interpolation Surrogate Modeling". *2002 IEEE International Symposium On Antennas and Propagation*, San Antonio, TX, June 16-21, 2002.

## Articles in 2001

Fathy, H. K., Reyer, J. A., Papalambros, P. Y., and Ulsoy, A. G., "On the Coupling Between the Plant and Controller Optimization Problems". *IEEE American Control Conference* (Krogh, B.H., ed.), Arlington, VA, June 25-27, 2001, Vol. 3, pp. 1864-1869.

Fellini, R., Kim, H. M., Kokkolaras, M., Michelena, N., and Papalambros, P. Y., "Target Cascading for Design of Product Families". *In the Addendum of Proceedings of the 4th Congress on Structural and Multidisciplinary Optimization* (Cheng, G.D., Gu, Y., Liu, S., and Wang, Y., eds.), Dalian, China, June 4-8, 2001, ISSMO. See also the 2002 journal version.

Kim, H. M., Rideout, D. G., Papalambros, P. Y., and Stein, J. L., "Analytical Target Cascading in Automotive Vehicle Design". *Proceedings of the ASME Design Engineering Technical Conferences* (Renaud, J.E., ed.), paper DETC 2001/DAC-21079, Pittsburgh, PA, 2001, Vol. 2, pp. 661-670. See also the 2003 journal version.

Kirsch, U. and Papalambros, P. Y., "Accurate Displacement Derivatives for Structural Optimization Using Approximate Reanalysis". *Computer Methods in Applied Mechanics and Engineering*, Vol. 190, No. 31, 2001, pp. 3945-3956. See also the 2000 conference version.

Kirsch, U. and Papalambros, P. Y., "Exact and Accurate Reanalysis of Structures for Geometrical Changes". *Engineering with Computers*, Vol. 17, No. 4, 2001, pp. 363-372.

Kirsch, U. and Papalambros, P. Y., "Exact and Accurate Solutions in The Approximate Reanalysis of Structures". *AIAA Journal*, Vol. 39, No. 11, 2001, pp. 2198-2205. See also the 2000 conference version.

Kirsch, U. and Papalambros, P. Y., "Structural Reanalysis for Topological Modifications - A Unified Approach". *Structural and Multidisciplinary Optimization*, Vol. 21, No. 5, 2001, pp. 333-344. See also the 2000 conference version.

Li, Y., Saitou, K., Kikuchi, N., Skerlos, S. J., and Papalambros, P. Y., "Design of Heat-Activated Reversible Integral Attachments for Product-Embedded Disassembly". *Proceedings of the Second International Symposium on Environmentally Conscious Design and Inverse Manufacturing*(Yoshikawa, H., ed.), Tokyo, Japan, December 11-15, 2001, IEEE Comput. Soc., pp. 360-365.

Michelena, N., Louca, L., Kokkolaras, M., Lin, C. C., Jung, D., Filipi, Z., Assanis, D., Papalambros, P. Y., Peng, H., Stein , J., and Feury, M., "Design of an Advanced Heavy Tactical Truck: A Target Cascading Case Study". *Proceedings of the SAE International Truck and Bus Meeting and Exposition*, Chicago, IL, November 12-14, 2001, F2001-01-2793.

Nelson, S. A., Parkinson, M. B., and Papalambros, P. Y., "Multicriteria Optimization in Product Platform Design". *ASME Journal of Mechanical Design*, Vol. 123, No. 2, 2001, pp. 199-204. See also the 1999 conference version.

Papalambros, P. Y., "Analytical Target Cascading in Product Development". *Proceedings of the 3rd ASMO UK / ISSMO Conference on Engineering Design Optimization, Keynote Presentation* (Querin, O.M., ed.), Harrogate, New Yorkshire, UK, July 9-10, 2001, pp. 3-18.

Papalambros, P. Y. and Shea, K., "Creating Structural Configurations ". in Formal Engineering Design Synthesis (Antonsson, E. and Cagan, J., eds.), Cambridge University Press, New York, 2001, pp. 93-125.

Park, H., Michelena, N., Kulkarni, D., and Papalambros, P., "Convergence Criteria for Hierarchical Overlapping Coordination of Linearly Constrained Convex Design Problems". *Computational Optimization and Applications*, Vol. 18, No. 3, 2001, pp. 273-293.

Reyer, J. A., Fathy, H. K., Papalambros, P. Y., and Ulsoy, A. G., "Comparison of Combined Embodiment Design and Control Optimization Strategies Using Optimality Conditions". *Proceedings of the ASME Design Engineering Technical Conferences* (Renaud, J.E., ed.), paper DETC 2001/DAC-21119, Pittsburgh, PA, September 9-12, 2001, Vol. 2, pp. 1023-1032.

Sasena, M. J., Papalambros, P. Y., and Goovaerts, P., "The Use of Surrogate Modeling Algorithms to Exploit Disparities in Function Computation Time within Simulation-Based Optimization". *Proceedings of the 4th Congress on Structural and Multidisciplinary Optimization*(Cheng, G.D., Gu, Y., Liu, S., and Wang, Y., eds.), Dalian, China, June 4-8, 2001, ISSMO.

## Articles in 2000

Fellini, R., Papalambros, P. Y., and Weber, T., "Application of a Product Platform Design Process to Automotive Powertrains". *8th AIAA/ USAF/NASA/ISSMO Symposium on Multidisciplinary Analysis and Optimization*, Long Beach, CA, September 6-8, 2000, AIAA Paper 2000-4849.

Kim, H. M., Michelena, N. F., Papalambros, P. Y., and Jiang, T., "Target Cascading in Optimal System Design". *Proceedings of the ASME Design Engineering Technical Conferences* (Vance, J.M., ed.), paper DETC 2000/DAC-14265, Baltimore, MD, September 10-13, 2000, Vol. 2, pp. 293-302. See also the 2003 journal version.

Kirsch, U. and Papalambros, P. Y., "Accuracy Considerations in Approximate Reanalysis of Structures". *8th AIAA/USAF/NASA/ISSMO Symposium on Multidisciplinary Analysis and Optimization*, Long Beach, CA, September 6-8, 2000, AIAA Paper 2000-4751. See also the 2001 journal version.

Kirsch, U. and Papalambros, P. Y., "Accurate Displacement Derivatives for Structural Optimization Using Approximate Reanalysis ".*Proceedings of the ICTAM 2000* (Phillips J.W., ed.), Chicago, IL, August 27 - September 2, 2000. See also the 2001 journal version.

Kirsch, U. and Papalambros, P. Y., "Structural Reanalysis for Topological Modifications - A Unified Approach". *Proceedings of the NATO Workshop on Topology Optimization of Structures and Composite Continua* (Rozvany, G.I.N. and Olhoff, N., eds.), Budapest, Hungary, May 8-12, 2000, Klwer Academic Publishers, pp. 77-89. See also the 2001 journal version.

Li, Z., Volakis, J. L., and Papalambros, P. Y., "Performance Enhancement of Bandgap Printed Antennas Using the Finite Element Method and Size/ Topology Optimization Methods". *Millennium Conference On Antennas & Propagation (AP2000)*, Davos, Switzerland, April 9-14, 2000, pp. 456-457.

Li, Z., Volakis, J. L., and Papalambros, P. Y., "Antenna Design on Periodic and Aperiodic Structures". *IEEE Antennas and Propagation Society International Symposium*, Salt Lake City, UT, July 16-21, 2000, Vol. 2, pp. 1050-1053.

Papalambros, P. Y., "EXTENDING THE OPTIMIZATION PARADIGM ENGINEERING DESIGN", *Proceedings of the 3rd International Symposium On Tools and Methods of Competitive Engineering* (Horvath, I. and Medland, A.J., eds.), Delft, Netherland, April 18-21, 2000, pp. 29-42. See also the 2002 journal version.

Papalambros, P. Y. and Michelena, N., "Trends and Challenges in System Design Optimization". *Proceedings of the International Workshop on Multidisciplinary Optimization* (Snayman, J., ed.), Pretoria, S. Africa, August 8-10, 2000, pp. 1-15, Keynote Presentation.

Reyer, J. A. and Papalambros, P. Y., "An Investigation into Modeling and Solution Strategies for Optimal Design and Control". *Proceedings of the ASME Design Engineering Technical Conferences* (Vance, J.M., ed.), paper DETC 2000/DAC-14253, Baltimore, MD, September 10-13, 2000, Vol. 2, pp. 283-292.

Sasena, M. J., Papalambros, P. Y., and Goovaerts, P., "Metamodeling Sampling Criteria in a Global Optimization Framework". *8th AIAA/ USAF/NASA/ISSMO Symposium on Multidisciplinary Analysis and Optimization*, Long Beach, CA, September 6-8, 2000, AIAA Paper 2000-4921. See also the 2002 journal version.

## Articles in 1999

Assanis, D., Bryzik, W., Chalhoub, N., Filipi, Z., Henein, N., Jung, D., Liu, X., Louca, L., Moskwa, J., Munns, S., Overholt, J., Papalambros, P., Riley, S., Rubin, Z., Sendur, P., Stein, J., and Zhang, G., "Integration and Use of Diesel Engine, Driveline and Vehicle Dynamics Models for Heavy Duty Truck Simulation". *SAE International Congress & Exposition*, Detroit, MI, March, 1999, SAE Paper 1999-01-0970.

Assanis, D., Delagrammatikas, G., Fellini, R., Filipi, Z., Liedtke, J., Michelena, N., Papalambros, P., Reyes, D., Rosenbaum, D., Sales, A., and Sasena, M.,"An Optimization Approach to Hybrid Electric Propulsion System Design". *Mechanics of Structures and Machines*, Vol. 27, No. 4, 1999, pp. 393-421.

Fellini, R., Michelena, N., Papalambros, P., and Sasena, M., "Optimal Design of Automotive Hybrid Powertrain Systems". *Proceedings of the First International Symposium on Environmentally Conscious Design and Inverse Manufacturing* (Yoshikawa, H., Yamamoto, R., Kimura, F., Suga, T., and Umeda, Y., eds.), Tokyo, Japan, February 1-3, 1999, IEEE Comput. Soc, Los Alamitos, CA, pp. 400-405.

Li, Z., Volakis, J. L., and Papalambros, P. Y., "Optimization of Patch Antennas on Ferrite Substrate Using the Finite Element Methods". *IEEE Antennas and Propagation Society International Symposium*, Orlando, FL, July 11-16, 1999, Vol. 2, pp. 1026-1029.

Michelena, N., Kim, H. M., and Papalambros, P. Y., "A System Partitioning and Optimization Approach to Target Cascading". *Proceedings of the 12th International Conference on Engineering Design* (Lindemann, U., Birkhofer, H., Meerkamm, H., and Vajna, S., eds.), Munich, Germany, August 24-26, 1999, Vol. 2, pp. 1109-1112.

Michelena, N., Papalambros, P., Park, H. A., and Kulkarni, D., "Hierarchical Overlapping Coordination for Large-Scale Optimization by Decomposition". *AIAA Journal*, Vol. 37, No. 7, 1999, pp. 890-896. See also the 1998 conference version.

Michelena, N., Scheffer, C., Fellini, R., and Papalambros, P., "CORBA-Based Object-Oriented Framework for Distributed System Design".*Mechanics of Structures and Machines*, Vol. 27, No. 4, 1999, pp. 365-392.

Nelson, S. A. and Papalambros, P. Y., "Improving Approximate Penalty Functions for Use in Trust Region Algorithms". *Proceedings of the 3rd World Congress on Structural and Multidisciplinary Optimization*, Buffalo, New York, May 17-21, 1999, ISSMO, 04-DAM-2.

Nelson, S. A. and Papalambros, P. Y., "Use of Trust Region Algorithms to Exploit Discrepancies in Function Computation Time Within Optimization Models". *ASME Journal of Mechanical Design*, Vol. 121, No. 4, 1999, pp. 552-556. See also the 1998 conference version.

Nelson, S. A., Parkinson, M. B., and Papalambros, P. Y., "Multicriteria Optimization in Product Platform Design". *Proceedings of the ASME Design Engineering Technical Conferences* (Ganter, M.A., ed.), Las Vegas, NV, September 12-15, 1999, DETC99/DAC-8676. See also the 2001 journal version.

Reyer, J. A. and Papalambros, P. Y., "Optimal Design and Control of an Electric DC Motor". *Proceedings of the ASME Design Engineering Technical Conferences* (Ganter, M.A., ed.), paper DETC99/DAC-8599, Las Vegas, NV, September 12-15, 1999, pp. 85-96. See also the 2002 journal version.

Wagner, T. C. and Papalambros, P. Y., "Decomposition Analysis and Optimization of an Automotive Powertrain Design Model". *Engineering Optimization*, Vol. 31, No. 3, 1999, pp. 273-299.

## Articles in 1998

Michelena, N., Papalambros, P., Park, H. A., and Kulkarni, D., "Hierarchical Overlapping Coordination under Non-Linear Constaints". *Proceedings of the 7th AIAA/NASA/ USAF/ISSMO Symposium on Multidisciplinary Analysis and Optimization*, paper AIAA-98-4795, St. Louis, MO, September 2-4, 1998, Vol. 1, pp. 700-708. See also the 1999 journal version.

Nelson, S. A. and Papalambros, P., "Exploiting Discrepancies in Function Computation Time Within Optimization Models". *Proceedings of the ASME Design Engineering Technical Conferences* (Parkinson, A. and Ganter, M., eds.), Atlanta, GA, September 13-16, 1998, DETC98/DAC-5613. See also the 1999 journal version.

Nelson, S. A. and Papalambros, P. Y., "A Modification to Jones' Global Optimization Algorithm For Fast Local Convergenece". *Proceedings of the 7th AIAA/NASA/ USAF/ISSMO Symposium on Multidisciplinary Analysis and Optimization*, paper AIAA-98-4751, St. Louis, MO, September 2-4, 1998, Vol. 1, pp. 341-348.

Nelson, S. A. and Papalambros, P. Y., "A Modified Trust Region Algorithm for Hierarchical NLP". *Structural and Multidisciplinary Optimization*, Vol. 16, No. 1, 1998, pp. 19-28. See also the 1997 conference version.

## Articles in 1997

Krishnamachari, R. S. and Papalambros, P. Y., "Hierarchical Decomposition Synthesis in Optimal Systems Design". *ASME Journal of Mechanical Design*, Vol. 119, No. 4, 1997, pp. 448-457. See also the 1996 conference version.

Krishnamachari, R. S. and Papalambros, P. Y., "Optimal Design of A Hybrid Electric Powertrain System". *Mechanics of Structures and Machines*, Vol. 25, No. 3, 1997, pp. 267-285.

Krishnamachari, R. S. and Papalambros, P. Y., "Optimal Hierarchical Decomposition Synthesis Using Integer Programming". *ASME Journal of Mechanical Design*, Vol. 119, No. 4, 1997, pp. 440-447. See also the 1996 conference version.

Li, Z., Papalambros, P., and Volakis, J., "Antenna Optimization Using Sequential Quadratic Programming (SQP) Algorithms". *IEEE Antennas and Propagation Society International Symposium*, Montreal, Canada, July 13-18, 1997, Vol. 1, pp. 514-517.

Li, Z., Papalambros, P., and Volakis, J., "Design Optimization of Patch Antennas Using the Sequential Quadratic Programming Method".*Proceedings of the 13th Annual Review, Applied Computational Electromagnetics Society (ACES) Symposium*, Monterey, CA, March 17-21, 1997, pp. 1366-1373. See also the 1997 journal version.

Li, Z., Papalambros, P. Y., and Volakis, J. L., "Designing Broad-Band Patch Antennas Using the Sequential Quadratic Programming Method".*IEEE Transactions on Antennas and Propagation*, Vol. 45, No. 11, 1997, pp. 1689-1692. See also the 1997 conference version.

Michelena, N. F. and Papalambros, P. Y., "A Hypergraph Framework for Optimal Model-Based Decomposition of Design Problems".*Computational Optimization and Applications*, Vol. 8, No. 2, 1997, pp. 173-196.

Nelson, S. A. and Papalambros, P. Y., "A Modified Trust Region Algorithm for Hierarchical NLP". *Proceedings of the Second World Congress of Structural and Multidisciplinary Optimization* (Gutkowski, W. and Mroz, Z., eds.), Zakopane, Poland, May 26-30, 1997, ISSMO, Vol. 1, pp. 103-108. See also the 1998 journal version.

Nelson, S. A. and Papalambros, P. Y., "Sequentially Decomposed Programming". *AIAA Journal*, Vol. 35, No. 7, 1997, pp. 1209-1216. See also the 1996 conference version.

Papalambros, P. and Michelena, N., "Model-Based Decomposition in Optimal Design of Large Engineering Systems". *Multidisciplinary Design Optimization: State-of-the-Art - Proceedings of the ICASE/NASA Langley Workshop on Multidisciplinary Design Optimization* (Alexandrov, N.M. and Hussaini, M.Y., eds.), Hampton, VA, March 13-16, 1997, pp. 209-226.

Papalambros, P., Michelena, N., and Kikuchi , N., "Distributed Cooperative Systems Design". *Proceedings of the 11th International Conference on Engineering Design* (Riitahuhta, A., ed.), Tampere, Finland, August 19-21, 1997, pp. 265-270.

Wagner, T. C. and Papalambros, P. Y., "Selection of Families of Optimal Engine Designs Using Nonlinear Programming and Parametric Sensitivity Analysis". *SAE Conf. on Advances in SI and Diesel Engine Modeling (SP-1276)*, Dearborn, MI, May 5-8, 1997, SAE Paper 971600.

## Articles in 1996

Athan, T. W. and Papalambros, P. Y., "Multicriteria Optimization of Anti-lock Braking System Control Algorithms". *Engineering Optimization*, Vol. 27, No. 3, 1996, pp. 199-227.

Athan, T. W. and Papalambros, P. Y., "A Quasi-Monte Carlo Method for Multicriteria Design Optimization". *Engineering Optimization*, Vol. 27, No. 3, 1996, pp. 177-198.

Athan, T. W. and Papalambros, P. Y., "A Note on Weighted Criteria Methods for Compromise Solutions in Multi-Objective Optimization".*Engineering Optimization*, Vol. 27, No. 2, 1996, pp. 155-176.

Jiang, T. and Papalambros, P. Y., "Optimal Structural Topology Design Using the Homogenization Method With Multiple Constraints".*Engineering Optimization*, Vol. 27, No. 2, 1996, pp. 87-108.

Krishnamachari, R. S. and Papalambros, P. Y., "Hierarchical Decomposition Synthesis in Optimal Systems Design". *ASME Design Engineering Technical Conferences and Computers in Engineering Conference* (McCarthy, J.M., ed.), Irvine, CA, August 18-22, 1996, 96-DETC-DAC-1086. See also the 1997 journal version.

Krishnamachari, R. S. and Papalambros, P. Y., "Optimal Hierarchical Decomposition Synthesis Using Integer Programming". *ASME Design Engineering Technical Conferences and Computers in Engineering Conference* (McCarthy, J.M., ed.), Irvine, CA, August 18-22, 1996, 96-DETC-DAC-1088. See also the 1997 journal version.

Lo, C. S. and Papalambros, P. Y., "A Deterministic Global Design Optimization Method for Nonconvex Generalized Polynomial Problems".*ASME Journal of Mechanical Design*, Vol. 118, No. 1, 1996, pp. 75-81. See also the 1990 conference version.

Lo, C. and Papalambros, P. Y., "A Convex Cutting Plane Algorithm for Global Solution of Generalized Polynomial Optimal Design Models".*ASME Journal of Mechanical Design*, Vol. 118, No. 1, 1996, pp. 82-88. See also the 1992 conference version.

Nelson, S. A. and Papalambros, P. Y., "Sequentially Decomposed Programming". *Proceedings of the 6th AIAA/USAF/NASA/ISSMO Symposium on Multidisciplinary Analysis and Optimization*, paper AIAA-96-4008-CP, Bellevue, WA, September 4-6, 1996, Vol. 2, pp. 226-236. See also the 1997 journal version.

## Articles in 1995

Athan, T. W. and Papalambros, P. Y., "Multicriteria Optimization of ABS Control Algorithms Using a Quasi Monte Carlo Method". *XII International Conference on Multiple Criteria Decision Making* (Fandel, G. and Gal, T., eds.), Hagen, Germany, June 19-23, 1995, Springer-Verlag, Berlin, pp. 457-466.

Dutta, N., Kikuchi, N., and Papalambros, P., "Project MAXWELL: A Technical Overview". *Ceramic Transactions: Design for Manufacturability of Ceramic Components*, Vol. 50, 1995, pp. 53-66.

Jiang, T. and Papalambros, P. Y., "First Order Method of Moving Asymptotes for Structural Optimization". *Proceedings of the 4th International Conference on Computer Aided Optimum Design of Structures, OPTI'95* (Hernadez, S., El-Sayed, M., and Brebbia, C.A., eds.), Miami, FL, September 19-21, 1995, Computational Mechanics Publ., Southhampton, pp. 75-83.

Kim, D. S., Papalambros, P. Y., and Woo, T. C., "Detection of Degenerate Normal Vectors on Parametric Surfaces. Tangent Cone Approach".*Computer Aided Geometric Design*, Vol. 12, No. 3, 1995, pp. 321-327.

Kim, D. S., Papalambros, P. Y., and Woo, T. C., "Tangent, Normal, and Visibility Cones on Bezier Surfaces". *Computer Aided Geometric Design*, Vol. 12, No. 3, 1995, pp. 305-320.

Lo, C. and Papalambros, P. Y., "On Global Feasible Search for Global Design Optimization With Application to Generalized Polynomial Models". *ASME Journal of Mechanical Design*, Vol. 117, No. 3, 1995, pp. 402-408. See also the 1992 conference version.

Lootsma, F. A., Athan, T. W., and Papalambros, P. Y., "Controlling the Search for a Compromise Solution in Multi-Objective Optimization".*Engineering Optimization*, Vol. 25, No. 1, 1995, pp. 65-81.

Michelena, N., Jiang, T., and Papalambros, P., "Decomposition of Simultaneous Analysis and Design Models". *Proceedings of the 1st World Congress of Structural and Multidisciplinary Optimization* (Olhoff, N. and Rozvany G., eds.), Goslar, Lower Saxony, Germany, May 28-June 2, 1995, ISSMO, pp. 845-850.

Michelena, N. F. and Papalambros, P. Y., "A Network Reliability Approach to Optimal Decomposition of Design Problems". *ASME Journal of Mechanical Design*, Vol. 117, No. 3, 1995, pp. 433-440. See also the 1994 conference version.

Michelena, N. F. and Papalambros, P. Y., "Optimal Model-Based Decomposition of Powertrain System Design". *Proceedings of the ASME Design Engineering Technical Conferences* (Azarm, S., Dutta, D., Eschenauer, H., Gilmore, B., McCarthy, M., and Yoshimura, M., eds.), Boston, MA, September 17-20, 1995, Vol. 82, pp. 165-172. See also the 1995 journal version.

Michelena, N. F. and Papalambros, P. Y., "Optimal Model-Based Decomposition of Powertrain System Design". *Journal of Mechanical Design*, Vol. 117, No. 4, 1995, pp. 499-505. See also the 1995 conference version.

Papalambros, P. Y., "Optimal Design of Mechanical Engineering Systems". *ASME Journal of Mechanical Design, Special 50th Anniversary Design Issue (Ravani, B. ed.)*, Vol. 117 (B), 1995, pp. 55-62.

Pomrehn, L. P. and Papalambros, P. Y., "Discrete Optimal Design Formulations With Application to Gear Train Design". *ASME Journal of Mechanical Design*, Vol. 117, No. 3, 1995, pp. 419-424. See also the 1992 conference version.

Pomrehn, L. P. and Papalambros, P. Y., "Infeasibility and Non-Optimality Tests for Solution Space Reduction in Discrete Optimal Design".*ASME Journal of Mechanical Design*, Vol. 117, No. 3, 1995, pp. 425-432. See also the 1992 conference version.

## Articles in 1994

Chirehdast, M., Gea, H.-C., Kikuchi, N., and Papalambros, P. Y., "Structural Configuration Examples of an Integrated Optimal Design Process".*ASME Journal of Mechanical Design*, Vol. 116, No. 4, 1994, pp. 997-1004. See also the 1992 conference version.

Chirehdast, M. and Papalambros, P. Y., "Conversion of Spatial-Enumeration Scheme Into Constructive Solid Geometry". *Computer-Aided Design*, Vol. 26, No. 4, 1994, pp. 302-314. See also the 1993 conference version.

Johanson, R., Dutta, D., Kikuchi, N., and Papalambros, P., "Computational Tools for Optimal Structural Layout Design". *IBEC '94 Automotive Body Design & Engineering* (Nasim Uddin, M., ed.), Detroit, MI, September 26-29, 1994, pp. 53-59.

Johanson, R., Kikuchi, N., and Papalambros, P., "Structural Design for Freeform Fabrication with Composite Materials". *Fourth Annual Solid Freeform Fabrication Conference* (Marcus, H.L., Beaman, J.J., Barlow, J.W., Bourell, D.L., and Crawford, R.H., eds.), Univ. of Texas, Austin, TX, August 8-10, 1994, pp. 293-298.

Johanson, R., Papalambros, P., and Kikuchi, N., "Simultaneous Topology and Material Microstructure Design". *Advances in Sturctural Optimization, Proceedings of the 2nd World Congress on Computational Structures Technology* (Topping, B.H.V. and Papadrakakis, M., eds.), Athens, Greece, August 30 - September 1, 1994, Civil-Comp Limited, Edinburgh, Scotland, pp. 143-149.

Johanson, R. P., Rice, C. D., Papalambros, P. Y., and Kikuchi, N., "Topology Optimization of Multibody Structural Systems". *Proceedings of the International Mechanical Engineering Congress and Exposition*, Chicago, IL, November 6-11, 1994, ASME, New York, NY, Vol. 68-2, pp. 505-509.

Johanson, R., Mack, N., Kikuchi, N., and Papalambros, P., "A Parallel Algorithm for Topology Optimization". *Proceedings of the 35th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference* (McKinnis, C., Baker, M., Flanigan, C., and Stewart, R., eds.), paper AIAA-94-1597, Hilton Head, SC, USA, April 18-20, 1994, pp. 2235-2239.

Michelena, N. F. and Papalambros, P. Y., "A Network Reliability Approach to Optimal Decomposition of Design Problems". *Advances in Design Automation* (Gilmore, B.J. and Hoeltzel, D.A., eds.), Minneapolis, MN, September 11-14, 1994, ASME, New York, NY, Vol. 69-2, pp. 195-204. See also the 1995 journal version.

Papalambros, P., "Model Reduction and Verification Techniques ". in Advances in Design Optimization (Adeli, H., ed.), Chapman and Hall, New York, 1994, pp. 109-138.

Pomrehn, L. P. and Papalambros, P. Y., "Global and Discrete Constraint Activity". *ASME Journal of Mechanical Design*, Vol. 116, No. 3, 1994, pp. 745-748. See also the 1992 conference version.

Rao, J. R. and Papalambros, P. Y., "Computation of Kuhn-Tucker Triples in Optimum Design Problems in the Presence of Parametric Singularities". *Proceedings of the 5th AIAA/USAF/NASA/ISSMO Symposium on Multidisciplinary Analysis and Optimization*, Paper No. AIAA-94-4416-CP, Panama City Beach, FL, September 7-9, 1994, Vol. 2, pp.1418-1424.

## Articles in 1993

Chirehdast, M., Linder, B., Yang, J., and Papalambros, P., "Concurrent Engineering in Optimal Structural Design ". in Concurrent Engineering: Automation, Tools, and Techniques (Kusiak, A., ed.), Wiley, New York, 1993, pp. 75-109.

Chirehdast, M. and Papalambros, P. Y., "Conversion of Spatial-Enumeration Scheme Into Constructive Solid Geometry". *SIAM Great Lakes Section MCAD* (Dutta, D., ed.), Ann Arbor, MI, May 25-26, 1993. See also the 1994 journal version.

Johanson, R., Kikuchi, N., Papalambros, P. Y., Prinz, F., and Weiss, L., "Homogenization Design and Layered Manufacturing of A Lower Control Arm in Project MAXWELL". *Proceedings of the Solid Free-Form Fabrication Symposium* (Marcus, H.L., Beaman, J.J., Barlow, J.W., Bourell, D.L., and Crawford, R.H., eds.), Austin, TX, August 9-11, 1993, pp. 186-192.

Johnson, G. E., Ward, A. C., Papalambros, P. Y., Kota, S., and Dutta, D., "Concurrent Design Education for Undergraduate and Graduate Students Through An Integrated Project Team Approach". *ASME Innovation in Engineering Design Education, Resource Guide* (Shoup, T., ed.), Orlando, FL, March 24-26, 1993, pp. 65-68.

Kikuchi, N., Papalambros, P. Y., and Dutta, D., "Optimal Design of Topology and Microstructure in Project MAXWELL". *Proceedings of the JSME-ASME Joint Workshop on Frontiers in Engineering Design* (Tomiyama, T. and Fukuda, S., eds.), Tokyo, Japan, June 18-19, 1993.

Papalambros, P. Y., "Remarks on Sufficiency of Constraint-Bound Solutions in Optimal Design". *ASME Journal of Mechanical Design*, Vol. 115, No. 3, 1993, pp. 374-379. See also the 1988 conference version.

Pomrehn, L. P. and Papalambros, P. Y., "Optimal Approximation of Real Values Using Rational Numbers With Application to the Kinematic Design of Gearboxes". *Advances in Design Automation* (Gilmore, B.J., Hoeltzel, D.A., Azarm, S., and Eschenauer, H.A., eds.), Albuquerque, NM, September 19-22, 1993, ASME, New York, NY, Vol. 65-2, pp. 119-130.

Snavely, G. L. and Papalambros, P. Y., "Abstraction as a configuration design methodology". *Advances in Design Automation* (Gilmore, B.J., Hoeltzel, D.A., Azarm, S., and Eschenauer, H.A., eds.), Albuquerque, NM, September 19-22, 1993, ASME, New York, NY, Vol. 65-2, pp. 297-305.

Wagner, T. C. and Papalambros, P. Y., "General Framework for Decomposition Analysis in Optimal Design". *Advances in Design Automation*(Gilmore, B.J., Hoeltzel, D.A., Azarm, S., and Eschenauer, H.A., eds.), Albuquerque, NM, September 19-22, 1993, ASME, New York, NY, Vol. 65-2, pp. 315-325.

Wagner, T. C. and Papalambros, P. Y., "Implementation of Decomposition Analysis in Optimal Design". *Advances in Design Automation* (Gilmore, B.J., Hoeltzel, D.A., Azarm, S., and Eschenauer, H.A., eds.), Albuquerque, NM, September 19-22, 1993, ASME, New York, NY, Vol. 65-2, pp. 327-335.

## Articles in 1992

Chirehdast, M., Gea, H. C., Kikuchi, N., and Papalambros, P., "Further Advances in the Integrated Structural Optimization System (ISOS)". *Fourth AIAA/USAF/NASA/OAI Symposium on Multidisciplinary Analysis and Optimization*, Cleveland, OH, September 21-23, 1992, AIAA-92-4817.

Chirehdast, M., Kikuchi, N., Papalambros, P., and Diaz, A. R., "Generalized Layout Problems in Structural Optimization". *NSF Design and Manufacturing Systems Grantees Conference*, Atlanta, GA, January 8-10, 1992, SME, Detroit, MI, pp. 673-678.

Chirehdast, M., Kikuchi, N., Papalambros, P., and Diaz, A. R., "Recent Developments of An Integrated Structural Optimization System". *Third National Congress on Mechanics* (Theocaris, P.S., ed.), Athens, Greece, June 25-27, 1992, Vol. 2, pp. 715-722.

Chirehdast, M. and Papalambros, P. Y., "A Note on Automated Detection of Mobility of Skeletal Structures". *Computers and Structures*, Vol. 45, No. 1, 1992, pp. 197-207.

Chirehdast, M., Gea, H. C., Kikuchi, N., and Papalambros, P. Y., "Structural Configuration Examples of an Integrated Optimal Design Process".*Advances in Design Automation* (Hoeltzel, D.A., ed.), Scottsdale, AZ, September 13-16, 1992, ASME, New York, NY, Vol. 44-1, pp. 11-20. See also the 1994 journal version.

Dutta, D., Kikuchi, N., Papalambros, P. Y., Prinz, F., and Weiss, L., "Project MAXWELL: Towards Rapid Realization of Superior Products".*Proceedings of the Solid Free-Form Fabrication Symposium* (Marcus, H.L., Beaman, J.J., Barlow, J.W., Bourell, D.L., and Crawford, R.H., eds.), Autstin, TX, August 3-5, 1992, pp. 54-62.

Lo, C. and Papalambros, P. Y., "A Convex Cutting Plane Algorithm for Global Solution of Generalized Polynomial Optimal Design Models".*Advances in Design Automation* (Hoeltzel, D.A., ed.), Scottsdale, AZ, September 13-16, 1992, ASME, New York, NY, Vol. 44-1, pp. 185-192. See also the 1996 journal version.

Lo, C. and Papalambros, P. Y., "On Global Feasible Search for Global Design Optimization With Application to Generalized Polynomial Models". *Advances in Design Automation* (Hoeltzel, D.A., ed.), Scottsdale, AZ, September 13-16, 1992, ASME, New York, NY, Vol. 44-1, pp. 177-184. See also the 1995 journal version.

Papalambros, P., "Extending the Optimization Paradigm in Engineering Design". *Optimization Techniques and Applications *(Phua, K.H., Wang, C.M., Yeong, W.Y., Leong, T.Y., Loh, H.T., Tan, K.C., and Chou, F.S., eds.), Singapore, June 3-5, 1992, World Scientific Publishing, NJ, Vol. 2, pp. 701-716.

Papalambros, P. and Chirehdast, M., "Integrated Structural Optimization System ". *NATO Advanced Research Workshop 'Topology Design of Structures'*(Bendsoe, M.P. and Mota Soares, C.A., eds.), Sesimbra, Portugal, June 20-26, 1992, pp. 501-514.

Pomrehn, L. P. and Papalambros, P. Y., "Constraint Activity Revisited: Application to Global and Discrete Design Optimization". *Advances in Design Automation* (Hoeltzel, D.A., ed.), Scottsdale, AZ, September 13-16, 1992, ASME, New York, NY, Vol. 44-1, pp. 223-229. See also the 1994 journal version.

Pomrehn, L. P. and Papalambros, P. Y., "Discrete Optimal Design Formulations with Application to Gear Train Design". *Advances in Design Automation* (Hoeltzel, D.A., ed.), Scottsdale, AZ, September 13-16, 1992, ASME, New York, NY, Vol. 44-1, pp. 281-287. See also the 1995 journal version.

Pomrehn, L. P. and Papalambros, P. Y., "Infeasibility and Non-Optimality Tests for Solution Space Reduction in Discrete Optimal Design".*Advances in Design Automation* (Hoeltzel, D.A., ed.), Scottsdale, AZ, September 13-16, 1992, ASME, New York, NY, Vol. 44-1, pp. 289-297. See also the 1995 journal version.

## Articles in 1991

Bremicker, M., Chirehdast, M., Kikuchi, N., and Papalambros, P. Y., "Integrated Topology and Shape Optimization in Structural Design".*Mechanics of Structures and Machines*, Vol. 19, No. 4, 1991, pp. 551-588. See also the 1990 conference version.

Chirehdast, M. and Papalambros, P., "Processing and Interpretation of Homogenization Images for Optimal Structural Design". *Proceedings of the International Conference on Engineering Design 91* (Hubka, V., ed.), Zurich, Switzerland, August 27-29, 1991, HEURISTA, Zurich, pp. 1497-1502.

Loh, H. T. and Papalambros, P. Y., "Computational Implementation and Tests of A Sequential Linearization Algorithm for Mixed-Discrete Nonlinear Design Optimization". *ASME Journal of Mechanical Design*, Vol. 113, No. 3, 1991, pp. 335-345. See also the 1990 conference version.

Loh, H. T. and Papalambros, P. Y., "A Sequential Linearization Approach for Solving Mixed-Discrete Nonlinear Design Optimization Problems". *ASME Journal of Mechanical Design*, Vol. 113, No. 3, 1991, pp. 325-334. See also the 1990 conference version.

Rao, J. R. and Papalambros, P. Y., "PRIMA: A Production-Based Implicit Elimination System for Monotonicity Analysis of Optimal Design Models". *ASME Journal of Mechanical Design*, Vol. 113, No. 4, 1991, pp. 408-415. See also the 1987 conference version.

## Articles in 1990

Bremicker, M., Chirehdast, M., Kikuchi, N., and Papalambros, P. Y., "Integrated Topology and Shape Optimization in Structural Design". *Third NASA/Air Force Symposium on Recent Developments in Multidisciplinary Analysis and Optimization* (Venkayya, V.B., Sobieski, J., and Berke, L., eds.), San Francisco, CA, September 24-26, 1990, pp. 285-296. See also the 1991 journal version.

Bremicker, M., Loh, H. T., and Papalambros, P. Y., "Solution of Mixed-Discrete Structural Optimization Problems with a New Sequential Linearization Algorithm". *Computers and Structures*, Vol. 37, No. 4, 1990, pp. 451-461.

Chirehdast, M. and Papalambros, P. Y., "An Integrated Environment for Structural Configuration Design". *Journal of Engineering Design*, Vol. 1, No. 1, 1990, pp. 73-96.

Johanson, R. and Papalambros, P., "Application of a Knowledge-Based MMA Method to Shape Optimization Problems". *Third NASA/Air Force Symposium on Recent Developments in Multidisciplinary Analysis and Optimization* (Venkayya, V.B., Sobieski, J., and Berke, L., eds.), San Francisco, CA, September 24-26, 1990, NA.

Lo, C. S. and Papalambros, P. Y., "A Deterministic Global Design Optimization Method for Nonconvex Generalized Polynomial Problems".*Advances in Design Automation* (Rivani, B., ed.), Chicago, IL, September 16-19, 1990, ASME, New York, NY, Vol. 23-2, pp. 41-49. See also the 1996 journal version.

Loh, H. T. and Papalambros, P. Y., "Computational Implementation and Tests of A Sequential Linearization Algorithm for Mixed-Discrete Nonlinear Design Optimization". *Advances in Design Automation* (Rivani, B., ed.), Chicago, IL, September 16-19, 1990, ASME, New York, NY, Vol. 23-2, pp. 11-20. See also the 1991 journal version.

Loh, H. T. and Papalambros, P. Y., "A Sequential Linearization Approach for Solving Mixed-Discrete Nonlinear Design Optimization Problems". *ASME Advances in Design Automation* (Rivani, B., ed.), Chicago, IL, September 16-19, 1990, Vol. 23-2, pp. 1-10. See also the 1991 journal version.

Papalambros, P., "A Knowledge-Based Framework for Constraint Activity Identification in Optimal Design of Aircraft Structures ". in Artificial Intelligence: Applications in Computational Engineering (Kleiber, M., ed.), Ellis Horwood Ltd., New York, 1990, pp. 209-226.

Papalambros, P. Y. and Chirehdast, M., "Topological and Detailed Optimal Design of Structures". *NSC-NSF Joint Seminar on Recent Developments in Mechanical Design* (Yan, H. and Shoup, T.E., eds.), National Cheng Kung University, Tainan, Taiwan, November 11-12, 1990, pp. 109-117.

Pomrehn, L., Snavely, G., and Papalambros, P. Y., "Toward a Vocabulary for Classifying Research in Mechanical Design Automation".*Proceedings of the First International Workshop on Formal Methods in Engineering Design, Manufacturing, and Assembly* (Fitzhorn, P., ed.), Fort Collins, CO, January 15-17, 1990, pp. 1-18.

Rao, J. R. and Papalambros, P., "Remarks on Conditions for the Validity of Parametric Decomposition in Optimal Design". *Advances in Design Automation* (Rivani, B., ed.), Chicago, IL, September 16-19, 1990, ASME, New York, NY, Vol. 23-2, pp. 51-61.

Schunck, B. G., Soloway, E., and Papalambros, P., "The Statics Calculator [CAI]". *Proceedings of the Eighth Annual Conference on University Programs in Computer Aided Engineering, Design and Manufacturing. UPCAEDM 90* (Eisley, J.G., ed.), Ann Arbor, MI, August 12-15, 1990, pp. 184-189.

## Articles in 1989

Jakiela, M. J. and Papalambros, P. Y., "Concurrent Engineering with Suggestion-Making CAD Systems:Results of Initial User Tests". *Advances in Design Automation* (Ravani, B., ed.), Montreal, Que, Canada, September 17-21, 1989, ASME, New York, NY, Vol. 19-1, pp. 223-230.

Jakiela, M. J. and Papalambros, P. Y., "Design and Implementation of a Prototype `Intelligent' CAD System". *ASME Journal of Mechanical Design*, Vol. 111, No. 2, 1989, pp. 252-258. See also the 1987 conference version.

Papalambros, P., "Knowledge-Based Enhancements in Active Set Strategies for Optimal Structural Design". *Discretization Methods and Structural Optimization - Procedures and Applications* (Eschenauer, H.A. and Thierauf, G., eds.), Siegen, FRG, Germany, October 5-7, 1989, Springer-Verlag, Berlin, Vol. Lecture Notes in Engineering No. 42, pp. 271-276.

Rao, J. R. J. and Papalambros, P. Y., "Extermal Behavior of One Parameter Families of Optimal Design Models". *Advances in Design Automation*(Ravani, B., ed.), Montreal, Que, Canada, September 17-21, 1989, ASME, New York, NY, Vol. 19-2, pp. 91-100.

Rao, J. R. J. and Papalambros, P. Y., "A Nonlinear Programming Continuation Strategy for One Parameter Design Optimization Problems".*Advances in Design Automation* (Ravani, B., ed.), Montreal, Que, Canada, September 17-21, 1989, ASME, New York, NY, Vol. 19-2, pp. 77-89.

## Articles in 1988

Li, H. L. and Papalambros, P. Y., "A Combined Local-Global Active Set Strategy for Nonlinear Design Optimization". *ASME Journal of Mechanical Design*, Vol. 110, No. 4, 1988, pp. 464-471. See also the 1987 conference version.

Li, H. L. and Papalambros, P., "An Interior Linear Programming Algorithm Using Local and Global Knowledge". *ASME Journal of Mechanical Design*, Vol. 110, No. 1, 1988, pp. 58-64. See also the 1987 conference version.

Liu, J. and Papalambros, P., "Optimum Design of Spindle Systems". *Chinese Journal of Machinery and Technology*, Vol. 4, 1988, pp. 12-14 (in Chinese).

Papalambros, P., "Codification of Semi-Heuristic Global Processing of Optimal Design Problems". *Engineering Optimization*, Vol. 13, No. 3, 1988, pp. 235-253.

Papalambros, P. Y., "Generalized Modeling and Solution Strategies in Design Optimization". *Proceedings of the Korea-USA Design Seminar*(Cho, S. and Ham, I., eds.), Seoul, Korea, October 13-19, 1988, pp. 177-200.

Papalambros, P. Y., "Interdisciplinary Experiments in Design Research and Education". *Proceedings of the International Conference on Engineering Design* (Hubka, V., Baratossy, J., and Pighini, U., eds.), Budapest, Hungary, August 23-25, 1988, HEURISTA, Zurich, pp. 480-487.

Papalambros, P. Y., "Remarks on Sufficiency of Constraint-Bound Solutions in Optimal Design". *Advances in Design Automation* (Rao, S.S., ed.), Kissimmee, FL, September 25-28, 1988, ASME, New York, NY, Vol. 14, pp. 121-127. See also the 1993 journal version.

Papalambros, P. Y. and Rao, J. R. J., "Generalized Mathematical Models in Design Optimization". *Proceedings of the Second NASA/Air Force Symposium on Recent Advances in Multidisciplinary Analysis and Optimization* (Barthelemy, J.M., ed.), Hampton, VA, September 28-30, 1988, Vol. 3, pp. 1253-1264.

## Articles in 1987

Jakiela, M. J. and Papalambros, P. Y., "Design and Implementation of an Intelligent CAD System". *Advances in Design Automation* (Rao, S.S., ed.), Boston, MA, September 27-30, 1987, ASME, New York, NY, Vol. 1, pp. 339-345. See also the 1989 journal version.

Li, H. L. and Papalambros, P. Y., "A Combined Local-Global Active Set Strategy for Nonlinear Design Optimization". *Advances in Design Automation* (Rao, S.S., ed.), Boston, MA, September 27-30, 1987, ASME, New York, NY, Vol. 1, pp. 49-57. See also the 1988 journal version.

Li, H. L. and Papalambros, P., "An Interior Linear Programming Algorithm Using Local And Global Knowledge". *ASME Design Engineering Technical Conference.*, Boston, MA, September 27-30, 1987, 87-DET-4. See also the 1988 journal version.

Papalambros, P., "Design Research in An Experimental Environment". *Proceedings of the International Congress on Planning and Design Theory*(Nadler, G., ed.), Boston, MA, August 17-20, 1987, ASME, New York, NY, (addendum).

Papalambros, P., "Integration of Knowledge Forms in Design Optimization". *Proceedings of the NSF Workshop on the Design Process* (Waldron, M.B., ed.), Oakland, CA, February 8-10, 1987, pp. 417-436.

Rao, J. R. J. and Papalambros, P. Y., "Implementation of Semi-Heuristic Reasoning for Boundedness Analysis of Design Optimization Models". *Advances in Design Automation* (Rao, S.S., ed.), Boston, MA, September 27-30, 1987, ASME, New York, NY, Vol. 1, pp. 59-65. See also the 1991 journal version.

Tzannetakis, N. and Papalambros, P. Y., "An Active Set Sequential Linearization Algorithm for Nonlinear Design Optimization". *Advances in Design Automation* (Rao, S.S., ed.), Boston, MA, September 27-30, 1987, ASME, New York, NY, Vol. 1, pp. 1-5.

## Articles in 1986

Jakiela, M. J. and Papalambros, P. Y., "A Design for Assembly Optimal Suggestion Expert System". *Proceedings of the 7th International Conference on Assembly Automation.* (Guttropf, W., ed.), Zurich, Switzerland, February 4-6, 1986, IFS (Publ) Ltd, Kempston, England, pp. 350-341.

Papalambros, P., "Knowledge-Based Systems in Optimal Design". *Computer Aided Optimal Design: Structural and Mechanical Systems *(Mota Soares, C.A., ed.), Troia, Portugal, Jun 29-Jul 29, 1986, Springer-Verlag, Berlin, Vol. F27, pp. 759-804.

## Articles in 1985

Jakiela, M., Papalambros, P., and Ulsoy, A. G., "Programming Optimal Suggestions in the Design Concept Phase: Application to the Boothroyd Assembly Charts". *ASME Journal of Mechanical Design*, Vol. 107, No. 2, 1985, pp. 285-291. See also the 1984 conference version.

Li, H. L. and Papalambros, P., "Contribution to the Optimal-Design of Ride-Rings for Industrial Rotary Kilns". *Engineering Optimization*, Vol. 8, No. 3, 1985, pp. 207-221.

Li, H. L. and Papalambros, P., "Monotonicity and Activity in Constrained Optimization". *Chinese J. of Operations Research*, Vol. 4, No. 2, 1985, pp. 15-23 (in Chinese).

Li, H. L. and Papalambros, P., "A Production System for Use of Global Optimization Knowledge". *ASME Journal of Mechanical Design*, Vol. 107, No. 2, 1985, pp. 277-284. See also the 1984 conference version.

Li, H. L. and Papalambros, P., "REDUCE Applications in Design Optimization". *Proceedings of the CAD/CAM, Robotics and Automation International Conference* (Ragsdell, P.E., ed.), Tucson, AZ, February 13-15, 1985, pp. 187-192.

Mourelatos, Z. and Papalambros, P., "A Mathematical Model for Optimal Strength and Alignment of a Marine Shafting System". *Journal of Ship Research*, Vol. 29, No. 3, 1985, pp. 212-222.

## Articles in 1984

Azarm, S. and Papalambros, P., "An Automated Procedure for Local Monotonicity Analysis". *ASME Journal of Mechanical Design*, Vol. 106, No. 1, 1984, pp. 82-89. See also the 1983 conference version.

Azarm, S. and Papalambros, P., "A Case for a Knowledge-Based Active Set Strategy". *ASME Journal of Mechanical Design*, Vol. 106, No. 1, 1984, pp. 77-81. See also the 1983 conference version.

Bernitsas, M. M., Human, M., Papalambros, P., and Wilde, D. J., "Monotonicity Analysis of Constrained Optimization Problems". *New Directions in Optimum Structural Design (Proceedings of the Second International Symposium on Optimum Structural Design)* (Atrek, E., Gallagher, R.H., Ragsdell, K.K., and Zienkiewicz, O.C., eds.), Tucson, AZ, October 19-22, 1984, John Wiley & Sons, Chichester, England, pp. 285-308.

Borchelt, J. E., Ulsoy, A. G., and Papalambros, P., "Efficient Computation of Band-Saw Blade Stresses". *ASME Journal of Mechanical Design*, Vol. 106, No. 3, 1984, pp. 394-400. See also the 1983 conference version.

Diaz, A., Papalambros, P., and Taylor, J. E., "Geometric Programming for Continuous Design Problems". *New Directions in Optimum Structural Design (Proceedings of the Second International Symposium on Optimum Structural Design)* (Atrek, E., Gallagher, R.H., Ragsdell, K.K., and Zienkiewicz, O.C., eds.), Tucson, AZ, October 19-22, 1984, John Wiley & Sons, Chichester, England, pp. 309-325.

Jakiela, M., Papalambros, P., and Ulsoy, A. G., "Programming Optimal Suggestions in the Design Concept Phase: Application to the Boothroyd Assembly Charts". *ASME Design Engineering Technical Conference*, Cambridge, MA, October 7-10, 1984, 84-DET-77. See also the 1985 journal version.

Li, H. L. and Papalambros, P., "A Production System for Use of Global Optimization Knowledge". *ASME Design Engineering Technical Conference*, Cambridge, MA, October 7-10, 1984, 84-DET-194. See also the 1985 journal version.

Lu, X. P., Li, H. L., and Papalambros, P., "A Design Procedure for the Optimization of Vehicle Suspensions". *International Journal of Vehicle Design*, Vol. 5, No. 1-2, 1984, pp. 129-142.

Papalambros, P., "On the Utilization of Engineering Knowledge in Design Optimization". *NASA Symposium on Multidisciplinary Analysis and Optimization* (Sobieski, J., ed.), Hampton, VA, April 24-26, 1984, Vol. 2, pp. 991-1006.

## Articles in 1983

Azarm, S. and Papalambros, P., "An Automated Procedure for Local Monotonicity Analysis". *ASME Design and Production Engineering Technical Conference*, Dearborn, MI, September 11-14, 1983, 83-DET-48. See also the 1984 journal version.

Azarm, S. and Papalambros, P., "A Case for a Knowledge-Based Active Set Strategy". *Design and Production Engineering Technical Conference*, Dearborn, MI, September 11-14, 1983, ASME, New York, NY, 83-DET-38. See also the 1984 journal version.

Borchelt, J. E., Papalambros, P., and Ulsoy, A. G., "Efficient Computation of Band Saw Blade Stresses". *ASME Design and Production Engineering Technical Conference*, Dearborn, MI, September 11-14, 1983, 83-DET-66. See also the 1984 journal version.

Diaz, A. R., Kikuchi, N., Papalambros, P., and Taylor, J. E., "Design of An Optimal Grid for Finite Element Methods". *Journal of Structural Mechanics*, Vol. 11, No. 2, 1983, pp. 215-230.

Papalambros, P. and Li, H. L., "Notes on the Operational Utility of Monotonicity in Optimization". *ASME Journal of Mechanical Design*, Vol. 105, No. 2, 1983, pp. 174-180. See also the 1982 conference version.

Papalambros, P., "Qualitative Monotonicity Analysis of a Problem Involving Differential Equations". *Engineering Optimization*, Vol. 6, No. 3, 1983, pp. 117-128.

## Articles in 1982

Diaz, A. R., Papalambros, P., and Taylor, J. E., "Structural Optimization Methods Applied to Finite Element Mesh Design". *Optimization Methods in Structural Design* (Eschenauer, H. and Olhoff, N., eds.), University of Siegen, FR, Germany, October 12-14, 1982, B.I.-Wissenshaftsverlag, Zurich, Switzerland, pp. 61-69.

Papalambros, P., "Monotonicity in Goal and Geometric Programming". *ASME Journal of Mechanical Design*, Vol. 104, No. 1, 1982, pp. 108-113. See also the 1980 conference version.

Papalambros, P. and Bernitsas, M. M., "Monotonicity Analysis in Optimum Design of Marine Risers". *ASME Journal of Mechanical Design*, Vol. 104, No. 4, 1982, pp. 849-854. See also the 1981 conference version.

Papalambros, P. and Li, H. L., "Notes on the Operational Utility of Monotonicity in Optimization". *ASME Design and Production Engineering Technical Conference*, Washington, DC, September 12-15, 1982, 82-DET-122. See also the 1983 journal version.

## Articles in 1981

Bernitsas, M. M. and Papalambros, P., "A Study of Global Buckling Effects on Optimum Riser Design". *International Symposium on Optimum Structural Design. 11th ONR Naval Structural Mechanics Symposium* (Gallagher R. H., Atrek, E., Morris, E., Zienkiewicz, O.C., Perrone, N., Ragsdell, K.M., Vanderplaats, G., and Shanno, D., eds.), Tucson, AZ, October 19-22, 1981, Vol. 6, pp. 19-26.

Kontaratos, M. and Papalambros, P., "Optimum Preliminary Design of a Non-Terminal Railroad Station". *Progress in Engineering Optimization - Design Engineering Technology Conference* (Mayne, R.W. and Ragsdell, K.M., eds.), Hartford, CT, September 20-23, 1981, ASME, New York, NY, pp. 139-146.

Papalambros, P. and Bernitsas, M. M., "Monotonicity Analysis in Optimum Design of Marine Risers". *Progress in Engineering Optimization - Design Engineering Technology Conference* (Mayne, R.W. and Ragsdell, K.M., eds.), Hartford, CT, September 20-23, 1981, ASME, New York, NY, pp. 89-95. See also the 1982 journal version.

## Articles in 1980

Bernitsas, M. M. and Papalambros, P., "Design Optimization of Risers Under Generalized Static Load". *International Marine Technology*, Hamburg, F.R. Germany, November, 1980, IMT 80-109.

Papalambros, P., "Monotonicity in Goal and Geometric Programming". *ASME Advances in Design Automation*, Beverly Hills, CA, September 28 - October 1, 1980, 80-DET-48. See also the 1982 journal version.

Papalambros, P. and Wilde, D. J., "Regional Monotonicity in Optimum Design". *ASME Journal of Mechanical Design*, Vol. 102, No. 3, 1980, pp. 497-500. See also the 1979 conference version.

## Articles in 1979

Papalambros, P. and Wilde, D. J., "Global Non-Iterative Design Optimization Using Monotonicity Analysis". *ASME Journal of Mechanical Design*, Vol. 101, No. 4, 1979, pp. 645-649. See also the 1978 conference version.

Papalambros, P. and Wilde, D. J., "Regional Monotonicity in Optimum Design". *ASME Design Engineering Technical Conference*, St. Louis, MO, Septempber 9-12, 1979, 79-DET-97. See also the 1980 journal version.

## Articles in 1978

Papalambros, P. and Wilde, D. J., "Global Non-Iterative Design Optimization Using Monotonicity Analysis". *ASME Design Automation Conference*, San Francisco, CA, December 10-15, 1978, 78-WA/DE-17. See also the 1979 journal version.