Hazelrigg, G. A., 1998, “A Framework for Decision-Based Engineering Design,” ASME J. Mech. Des., 120(4), pp. 653–658.

[CrossRef]Collopy, P. D., 2001, “Economic-Based Distributed Optimal Design,” Technical Report No. 2001-4675, American Institute of Aeronautics and Astronautics.

Wassenaar, H. J., and Chen, W., 2003, “An Approach to Decision-Based Design With Discrete Choice Analysis for Demand Modeling,” ASME J. Mech. Des., 125(3), pp. 490–497.

[CrossRef]Cooper, A. B., Georgiopolous, P., Kim, H. M., and Papalambros, P. Y., 2006, “Analytical Target Cascading: An Enterprise Context in Optimal Product Design,” ASME J. Mech. Des., 128(1), pp. 4–13.

[CrossRef]Shiau, C.-S. N., and Michalek, J. J., 2009, “Should Designers Worry About Market Systems?,” ASME J. Mech. Des., 131(1), p. 011011.

[CrossRef]Williams, N., Azarm, S., and Kannan, P. K., 2010, “Multicategory Design of Bundled Products for Retail Channels Under Uncertainty and Competition,” ASME J. Mech. Des., 132(3), pp. 1–15.

[CrossRef]Williams, N., Kannan, P. K., and Azarm, S., 2011, “Retail Channel Structure Impact on Strategic Engineering Product Design,” Manage. Sci., 57(5), pp. 897–914.

[CrossRef]Michalek, J. J., Papalambros, P. Y., and Skerlos, S. J., 2004, “A Study of Fuel Efficiency and Emission Policy Impact on Optimal Vehicle Design Decisions,” ASME J. Mech. Des., 126(6), pp. 1062–1070.

[CrossRef]Whitefoot, K., Fowlie, M., and Skerlos, S. J., 2011, “Product Design Repsonse to Industrial Policy: Evaluating Fuel Economy Standards Using an Engineering Model of Endogenous Product Design,” Technical Report No. EI @ Haas WP 214, Haas School of Business, University of California Berkeley, Berkley, CA.

Whitefoot, K. S., and Skerlos, S. J., 2012, “Design Incentives to Increase Vehicle Size Created From the U.S. Footprint-Based Fuel Economy Standards,” Energy Policy, 41, pp. 402–411.

[CrossRef]von Neumann, J., and Morgenstern, O., 1947, *Theory of Games and Economic Behavior*, Princeton University Press, Princeton, NJ.

Luce, R. D., and Raiffa, H., 1957, *Games and Decisions: A Critical Survey*, John Wiley and Sons, Inc., New York.

Fudenberg, D., and Tirole, J., 1991, *Game Theory*, MIT Press, Cambridge, MA.

Myerson, R. B., 1997, *Game Theory: Analysis of Conflict*, Harvard University Press, Cambridge, MA.

Bresnahan, T., 1987, “Competition and Collusion in the American Automobile Industry: The 1955 Price War,” J. Ind. Econ., 35(4), pp. 457–482.

[CrossRef]Berry, S., Levinsohn, J., and Pakes, A., 1995, “Automobile Prices in Market Equilibrium,” Econometrica, 63(4), pp. 841–890.

[CrossRef]Goldberg, P. K., 1995, “Product Differentiation and Oligopoly in International Markets: The Case of the U.S. Automobile Industry,” Econometrica, 63(4), pp. 891–951.

[CrossRef]Verboven, F., 1996, “International Price Discrimination in the European Car Market,” RAND J. Econ., 27(2), pp. 240–268.

[CrossRef]Goldberg, P. K., 1998, “The Effects of the Corporate Average Fuel efficiency Standards in the US,” J. Ind. Econ., 46(1), pp. 1–33.

[CrossRef]Verboven, F., 1999, “Product Line Rivalry and Market Segmentation—With an Application to Automobile Optional Engine Pricing,” J. Ind. Econ., 47(4), pp. 399–425.

[CrossRef]Fershtman, C., Gandal, N., and Markovich, S., 1999, “Estimating the Effect of Tax Reform in Differentiated Product Oligopolistic Markets,” J. Public Econ., 74, pp. 151–170.

[CrossRef]Nevo, A., 2000, “Mergers With Differentiated Products: The Case of the Ready-to-Eat Cereal Industry,” RAND J. Econ., 31(3), pp. 395–421.

[CrossRef]Nevo, A., 2001, “Measuring Market Power in the Ready-to-Eat Cereal Industry,” Econometrica, 69(2), pp. 307–342.

[CrossRef]Hausman, J. A., and Leonard, G. K., 2002, “The Competitive Effects of a New Product Introduction,” J. Ind. Econ., 50(3), pp. 237–263.

[CrossRef]Petrin, A., 2002, “Quantifying the Benefits of New Products: The Case of the Minivan,” J. Polit. Econ., 110(4), pp. 705–729.

[CrossRef]Verboven, F., 2002, “Quality-Based Price Discrimination and Tax Incidence: Evidence From Gasoline and Diesel Cars,” RAND J. Econ., 33(2), pp. 275–297.

[CrossRef]Goolsbee, A., and Petrin, A., 2004, “The Consumer Gains From Direct Broadcast Satellites and the Competition With Cable TV,” Econometrica, 72(2), pp. 351–381.

[CrossRef]Kleit, A., 2004, “Impacts of Long-Range Increases in the Corporate Average Fuel Economy (Cafe) Standard,” Econ. Inquiry, 42(2), pp. 279–294.

[CrossRef]Thomadsen, R., 2005, “The Effect of Ownership Structure on Prices in Geographically Differentiated Markets,” RAND J. Econ., 36(4), pp. 908–929.

Beresteanu, A., and Li, S., 2011, “Gasoline Prices, Government Support, and the Demand for Hybrid Vehicles in the U.S.,” Int. Econ. Rev., 52(1), pp. 161–182.

[CrossRef]Choi, S. C., DeSarbo, W. S., and Harker, P. T., 1990, “Product Positioning Under Price Competition,” Manage. Sci., 36(2), pp. 175–199.

[CrossRef]Choi, S. C., DeSarbo, W. S., and Harker, P. T., 1992, “A Numerical Approach to Deriving Long-Run Equilibrium Solutions in Spatial Positioning Models,” Manage. Sci., 38(1), pp. 75–86.

[CrossRef]Choi, S. C., and DeSarbo, W. S., 1993, “Game Theoretic Derivations of Competitive Strategies in Conjoint Analysis,” Mark. Lett., 4(4), pp. 337–348.

[CrossRef]Besanko, D., Gupta, S., and Jain, D., 1998, “Logit Demand Estimation Under Competitive Pricing Behavior: An Equilibrium Framework,” Manage. Sci., 44(11), pp. 1533–1547.

[CrossRef]Sudhir, K., 2001, “Competitive Pricing Behavior in the Auto Market: A Structural Analysis,” Market. Sci., 20(1), pp. 42–60.

[CrossRef]Sudhir, K., 2001, “Structural Analysis of Manufacturer Pricing in the Presence of a Strategic Retailer,” Mark. Sci., 20(3), pp. 244–264.

[CrossRef]Dube, J.-P., Chintagunta, P., Petrin, A., Bronnenberg, B., Goettler, R., Seetharaman, P. B., Sudhir, K., Thomadsen, R., and Zhao, Y., 2002, “Structural Applications of the Discrete Choice Model,” Mark. Lett., 13(3), pp. 207–220.

[CrossRef]Rhim, H., and Cooper, L. G., 2005, “Assessing Potential Threats to Incumbent Brands: New Product Positioning Under Price Competition in a Multi-Segmented Market,” Int. J. Res. Mark., 22(2), pp. 159–182.

[CrossRef]Shiau, C.-S. N., and Michalek, J. J., 2009, “Optimal Product Design Under Price Competition,” ASME J. Mech. Des., 131(7), p. 071003.

[CrossRef]Wang, Z., Azarm, S., and Kannan, P. K., 2011, “Strategic Design Decisions for Uncertain Market Systems Using an Agent Based Approach,” ASME J. Mech. Des., 133(4), p. 041003.

[CrossRef]Morrow, W. R., and Skerlos, S. J., 2011, “Fixed-Point Approaches to Computing Bertrand-Nash Equilibrium Prices Under Mixed-Logit Demand,” Oper. Res., 59(2), pp. 328–345.

[CrossRef]Luo, L., Kannan, P. K., and Ratchford, B. T., 2007, “New Product Development Under Channel Acceptance,” Mark. Sci., 26(2), pp. 149–163.

[CrossRef]Bajari, P., Benkard, C. L., and Levin, J., 2007, “Estimating Dynamic Models of Imperfect Competition,” Econometrica, 75(5), pp. 1331–1370.

[CrossRef]Wards, 2006, *Wards Automotive Yearbooks*, Wards Reports, Inc.

Luo, Z.-Q., Pang, J. S., and Ralph, D., 1996, *Mathematical Programs With Equilibrium Constraints*, Cambridge University Press, Cambridge, MA.

Frischknecht, B. D., Whitefoot, K., and Papalambros, P. Y., 2010, “On the Suitability of Econometric Demand Models in Design for Market Systems,” ASME J. Mech. Des., 132(12), pp. 1–11.

[CrossRef]Dube, J.-P., Fox, J. T., and Su, C.-L., 2011. Improving the Performance of BLP Static and Dynamic Discrete Choice Random Coefficients Demand Estimation, Working Paper, University of Chicago.

Biegler, L. T., and Zavala, V. M., 2009, “Large-Scale Nonlinear Programming Using IPOPT: An Integrating Framework for Enterprise-Wide Dynamic Optimization,” Comput. Chem. Eng., 33(3), pp. 575–582.

[CrossRef]Morrow, W. R., and Skerlos, S. J., 2010, “Fixed-Point Approaches to Computing Bertrand-Nash Equilibrium Prices Under Mixed-Logit Demand: A Technical Framework for Analysis and Efficient Computational Methods,” Technical Report, Iowa State University.

Morrow, W. R., 2012, “Computing Bertrand-Nash Equilibrium Prices With Finite Purchasing Power,” Technical Report, Iowa State University.

Nocedal, J., and Wright, S. J., 2006, *Numerical Optimization*, Springer-Verlag, New York.

Train, K., 2009, *Discrete Choice Methods With Simulation*, 2nd ed., Cambridge University Press, Cambridge.

Donndelinger, J. A., Robinson, J. A., and Wissmann, L. A., 2008, “Choice Model Specification in Market-Based Engineering Design,” Proceedings of the 34th ASME Design Automation Conference, Brooklyn, NY.

[CrossRef]Hoyle, C., Chen, W., Wang, N., and Gomez-Levi, G., 2001, “Understanding and Modeling Heterogeneity of Human Preferences for Engineering Design,” Taylor & Francis, 22(8), pp. 583–601.

[CrossRef]McFadden, D. L., 1981, “Econometric Models of Probabilistic Choice,” *Structural Analysis of Discrete Data and Econometric Applications*, C. F.Manski and D. L.McFadden, eds., MIT Press, Cambridge, MA, pp. 199–272.

Louvierre, J. J., Hensher, D. A., and Swait, J. D., 2000, *Stated Choice Methods: Analysis and Applications*, Cambridge University Press, Cambridge, MA.

Wassenaar, H. J., Chen, W., Cheng, J., and Sudjianto, A., 2005, “Enhancing Discrete Choice Modeling for Decision-Based Design,” ASME J. Mech. Des., 127(4), pp. 514–523.

[CrossRef]Wassenaar, H. J., Deepak, K., and Chen, W., 2006, “Discrete Choice Demand Modeling for Decision-Based Design,” *Decision Making in Engineering Design*, K.Lewis, W.Chen, and L.Schmidt, eds., ASME Press, New York, pp. 86–108.

Hoyle, C., Chen, W., Ankenman, B., and Wang, N., 2009, “Optimal Experimental Design of Human Appraisals for Modeling Consumer Preferences in Engineering Design,” ASME J. Mech. Des., 131(8), pp. 1–9.

[CrossRef]Kumar, D., Hoyle, C., Chen, W., Wang, N., Gomex-Levi, G., and Koppelman, F., 2009, “A Hierarchical Choice Modeling Approach for Incorporating Customer Preferences in Vehicle Package Design,” Int. J. Prod. Dev., 8(3), pp. 228–251.

[CrossRef]MacDonald, E., Whitefoot, K., Allison, J., Papalambros, P. Y., and Gonzalez, R., 2010, “An Investigation of Sustainability, Preference, and Profitability in Design Optimization,” Proceedings of the ASME 2010 International Design Engineering Technical Conference s .

Ben-Akiva, M., 1985, *Discrete Choice Analysis: Theory and Application to Travel Demand*, MIT Press, Cambridge, MA.

Green, P. E., Krieger, A. M., and Wind, Y., 2001, “Thirty Years of Conjoint Analysis: Reflections and Prospects,” Interfaces, 31(3), pp. S56–S73.

[CrossRef]Nevo, A., 2000, “A Practitioner's Guide to Estimation of Random-Coefficients Logit Models of Demand,” J. Econ. Manage. Strategy, 9(4), pp. 513–548.

[CrossRef]Caplin, A., and Nalebuff, B., 1991, “Aggregation and Imperfect Competition: On the Existence of Equilibrium,” Econometrica, 59(1), pp. 25–59.

[CrossRef]Morrow, W. R., 2008, “A Fixed-Point Approach to Equilibrium Pricing in Differentiated Product Markets,” Ph.D. thesis, Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI.

Morrow, W. R., 2012, “On the Existence of Bertrand-Nash Equilibrium Prices Under Logit Demand,” Technical Report No. arXiv:1012.5832, Iowa State University, Ames, IA.

Boyd, J. H., and Mellman, R. E., 1980, “The Effect of Fuel Economy Standards on the U.S. Automotive Market: An Hedonic Demand Analysis,” Transp. Res. A, 14A, pp. 367–378.

[CrossRef]Morrow, W. R., Long, M., and MacDonald, E. F., 2012, “Consider-Then-Choose models in Decision-Based Design optimization,” Proceedings of ASME Paper No. IDETC 2012.

Belloni, A., Freund, R., Selove, M., and Simester, D., 2008, “Optimal Product Line Design: Efficient Methods and Comparisons,” Manage. Sci., 54(9), pp. 1544–1552.

[CrossRef]Trigg, A. B., 2001, “Veblen, Bourdieu, and Conspicuous Consumption,” J. Econ. Issues, XXXV(1), pp. 99–115.

Train, K., 2009, *Discrete Choice Methods With Simulation*, 2nd ed., Cambridge University Press, Cambridge, MA.

Shapiro, A., 2003, “Monte Carlo Sampling Methods,” *Handbooks in Operations Research and Management Science*, A.Ruszczynski and A.Shapiro, eds., Vol. 10, Elsevier Science, New York/Amsterdam, pp. 353–425.

Dirkse, S. P., and Ferris, M. C., 1995, “The PATH Solver: A Non-Monotone Stabilization Scheme for Mixed Complementarity Problems,” Optim. Methods Software, 5, pp. 123–156.

[CrossRef]Munson, T., 2000, “Algorithms and Environments for Complementarity,” Ph.D. thesis, University of Wisconsin-Madison, Madison, WI.

Munkres, J. R., 1991, *Analysis on Manifolds*, Westview Press, Boulder, CO.

Fletcher, R., Leyffer, S., Ralph, D., and Scholtes, S., 2006, “Local Convergence of SQP Methods for Mathematical Programs With Equilibrium Constraints,” SIAM J. Optim., 17(1), pp. 259–286.

[CrossRef]Leyffer, S., Lopez-Calva, G., and Nocedal, J., 2006, “Interior Methods for Mathematical Programs With Complementarity Constraints,” SIAM J. Optim., 17(1), pp. 52–77.

[CrossRef]Ralph, D., 2008, “Mathematical Programs With Complementarity Constraints in Traffic and Telecommunications Networks,” Philos. Trans. R. Soc. London, 366(1872), pp. 1973–1987.

[CrossRef]Izmailov, A., Solodov, M., and Uskov, E., 2012, “Augmented Lagrangian Methods Applied to Optimization Problems With Degenerate Constraints, Including Problems With Complementarity Constraints,” SIAM J. Optim., 22, pp. 1579–1606.

[CrossRef]Gill, P. E., Murray, W., and Saunders, M. A., 2005, “SNOPT: An SQP Algorithm for Large-Scale Constrained Optimization,” SIAM Rev., 47(1), pp. 99–131.

[CrossRef]Waltz, R. A., Morales, J. L., Nocedal, J., and Orban, D., 2006, “An Interior Algorithm for Nonlinear Optimization That Combines Line Search and Trust Region Steps,” Math. Program., Ser. A, 107(3), pp. 391–408.

[CrossRef]Morrow, W. R., Mineroff, J., and Whitefoot, K. S., 2012, “Numerically Stable Design Optimization With Price Competition,” Paper No. ASME J. of Mech Des (in press).

[CrossRef]Golub, G. H., and Loan, C. F. V., 1996, *Matrix Computations*, The Johns Hopkins University Press, Baltimore, MD.

Trefethen, L. N., and Bau, D., 1997, *Numerical Linear Algebra*, SIAM, Philadelphia, PA.

Higham, N. J., 2002, *Accuracy and Stability of Numerical Algorithms*, 2nd ed., SIAM, Philadelphia, PA.

Morrow, W. R., 2012, “Hessian-Free Methods for Checking the Second-Order Sufficient Conditions in Equality-Constrained Optimization and Equilibrium Problems, Technical Report arXiv:1106.0898, Iowa State University, Ames, IA.

Conn, A. R., Gould, N. I. M., and Toint, P. L., 2000, *Trust Region Methods*, SIAM, Philadelphia, PA.

NHTSA, 2008, “Prelimnary Regulatory Impact Analysis: Corporate Average Fuel Economy for MY 2011-2015 Passenger Cars and Light Trucks,” Technical Report, U.S. Department of Transportation.

Gallego, G., and van Ryzin, G., 1994, “Optimal Dynamic Pricing of Inventories With Stochastic Demand Over Finite Horizon,” Manage. Sci., 40(8), pp. 999–1020.

[CrossRef]Gallego, G., and van Ryzin, G., 1997, “A Multiproduct Dynamic Pricing Problem and Its Applications to Network Yield Management,” Oper. Res., 45(1), pp. 24–41.

[CrossRef]Gigerenzer, G., and Gaissmaier, W., 2011, “Heuristic Decision Making,” Annu. Rev. Psychol., 62, pp. 451–82.

[CrossRef] [PubMed]Silver, N., 2012, *The Signal and the Noise: Why So Many Predictions Fail - but Some Don't*, Penguin Press, New York.

Michalek, J. J., Feinberg, F. M., and Papalambros, P. Y., 2005, “Linking Marketing and Engineering Product Design Decisions via Analytical Target Cascading,” J. Prod. Innovation Manage., 22(1), pp. 42–62.

[CrossRef]Michalek, J. J., Ceryan, O., Papalambros, P. Y., and Koren, Y., 2006, “Balancing Marketing and Manufacturing Objectives in Product Line Design,” ASME J. Mech. Des., 128(6), pp. 1196–1204.

[CrossRef]Dirkse, S. P., and Ferris, M. C., 1996, “A Pathsearch Damped Newton Method for Computing General Equilibria,” Ann. Oper. Res., 68, pp. 211–232.

[CrossRef]Ferris, M. C., and Pang, J. S., 1997, “Engineering and Economic Applications of Complementarity Problems,” SIAM Rev., 39, pp. 669–713.

[CrossRef]Ferris, M. C., Kanzow, C., and Munson, T. S., 1999, “Feasible Descent Algorithms for Mized Complementarity Problems,” Math. Program., 86, pp. 475–497.

[CrossRef]Dennis, J. E., and Schnabel, R. B., 1996, *Numerical Methods for Unconstrained Optimization and Nonlinear Equations*, SIAM, Philadelphia, PA.

Brown, P. N., and Saad, Y., 1990, “Hybrid Krylov Methods for Nonlinear Systems of Equations,” SIAM J. Sci. Stat. Comput., 11(3), pp. 450–481.

[CrossRef]Pernice, M., and Walker, H. F., 1998, “NITSOL: A Newton Iterative Solver for Nonlinear Systems,” SIAM J. Sci. Comput., 19(1), pp. 302–318.

[CrossRef]Ortega, J. M., and Rheinboldt, W. C., 1970, *Iterative Solution of Nonlinear Equations in Several Variables*, Society for Industrial and Applied Mathematics, Philadelphia, PA.