Using Genetic Algorithms to Set Target Values for Engineering Characteristics in the House of Quality

[+] Author and Article Information
Patricia Brackin, Jonathan S. Colton

School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA 30332-0405

J. Comput. Inf. Sci. Eng 2(2), 106-114 (Sep 25, 2002) (9 pages) doi:10.1115/1.1504847 History: Received January 01, 2001; Revised July 01, 2002; Online September 25, 2002
Copyright © 2002 by ASME
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Ullman, D. G., 1992, The Mechanical Design Process, New York, McGraw-Hill.
Brackin, P., 1997, “Translating the Voice of the Customer into Preliminary Design Specifications,” Ph.D. Thesis, Georgia Institute of Technology.
Colton, J., Craig, J., Fadel, G., Fulton, R., and Roger, J., 1990, “Hierarchical Decomposition Design Methods for Automobiles,” Internal Report, School of Mechanical Engineering, Georgia Institute of Technology.
Colton, J., 1992, Implementation and Testing of an Object-Oriented Vehicle Model for Conceptual Design, Internal Report, School of Mechanical Engineering, Georgia Institute of Technology.
Bras, B., 1993a, Generalized Reduced Gradients using GRG2, Class Notes, Georgia Institute of Technology.
Bras, B, 1993b, “Validating and Optimization Algorithm—SLIPML/ALP in Comparison with NLPQL and GRG2, Class Notes,” Georgia Institute of Technology.
Kota, S., and Ward, A. C., 1990, Functions, Structures and Constraints in Conceptual Design, Design Theory and Methodology-90, Chicago, Illinois, American Society of Mechanical Engineers.
Meehan, E., and Brown, D. C., 1990, “Constraint Absorption and Relaxation Using a Design History,” Design Theory and Methodology—DTM’90, Chicago, Illinois, ASME DE-Vol. 27 , pp. 193–202.
Kolb, M. A., and Bailey, M. W., 1993, FRODO Constraint Based Object Modeling for Preliminary Design, 2nd International Conference of Design Theory and Methodology, Chicago, Illinois, American Society of Mechanical Engineers.
Navin, C., and Fox, M. S., 1993, “Constraint Management in Design Fusion,” Concurrent Engineering: Methodology and Applications, Gu and Kusiak, pp. 315–330.
Hashemain,  M., and Gu,  P., 1995, “A Constraint Based System for Product Design,” Concurrent Engineering,3 (3 September), pp. 177–186.
Leler, W., 1987, Constraint Programming Languages—Their Specification and Generation,” Reading, Massachusetts, Addison-Wesley.
Freeman-Bensen, B. N., and Borning, A., 1992, Integrating Constraints with an Object-Oriented Language, 1992 European Conference on Object-Oriented Programming, Champery, Switzerland.
Sanella, M., 1993, “The SkyBlue Constraint Solver,” University of Washington.
Cornier, D. R., and O’Grady, P. J., 1994, Using Genetic Algorithms and Constraint Modeling in CE, 3rd Industrial Engineering Research Conference.
Goldberg, D. E., 1989, Genetic Algorithms in Search, Optimization, and Machine Learning, Reading, Mass, Addison-Wesley.
Shonkwiler, R., Mendivil, F., Deliu, A., 1991, Genetic Algorithms for the 1-D Fractal Inverse Problem,” Proceedings of the Fourth International Conference on Genetic Algorithms, San Mateo, CA, Kaufmann.
Shonkwiler,  R., and Vleck,  E. V., 1994, “Parallel Speed-Up of Monte Carlo Methods for Global Optimization,” Journal of Complexity,10, pp. 64–95.
Adler, U., 1986, Automotive Handbook, Stuttgart, Robert Bosch GmbH.
Zadeh,  L. A., 1965, “Fuzzy Sets,” Information and Control,8, pp. 338–353.
Anonymous, 1993, “Road Tests,” Road & Track45 (2), pp. 84–85.
Anonymous, 1996, Consumer Guide 1996 Cars, Lincolnwood, Publications International.


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