Abstract
In this paper, we consider the difficulties associated with considering multiple performance measures (criteria) in the design of manufacturing systems. First, the motivation for considering these multiple criteria is given, followed by brief discussions of the current state of the art of mathematical modeling for system design, and of multicriteria optimization techniques. The important characteristics of these design problems, with respect to the choices of a multicriteria optimization technique and of a modeling technique, are presented. Finally, three separate applications of multicriteria optimization techniques for system design are presented.
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References
Armour, G.C. and Buffa, E.S. A heuristic algorithm and simulation approach to the relative location of facilities. Management Science 9, 294–309 (1963).
Cambron, K. and Evans, G.W. Use of the analytic hierarchy process for multiobjective facility layout. Computers and Industrial Engineering 20, 211–229 (1991).
Clayton, E.R., Weber, W.E. and Taylor III, B.W. A goal programming approach to the optimization of multiresponse simulation models. IIE Transactions 14, 282–287 (1982).
Dyer, J.S. Remarks on the analytic hierarchy process. Management Science 36, 249–258 (1990).
Evans, G.W. An overview of techniques for solving multiobjective mathematical programs. Management Science 30, 1268–1282 (1984).
Evans, G.W., Biles, W.E. and Alexander, S.M. A large scale simulation model for analyzing the production of pipe valves and fittings. Working paper, Department of Industrial Engineering, University of Louisville, Louisville, Kentucky (1991).
Evans, G.W. and Haddock, J. Modeling tools for flexible manufacturing systems. To appear in Production Planning and Control (1991).
Gupta, Y., Evans, G.W. and Gupta, M.C. A review of multi-criterion approaches to FMS scheduling problems. To appear in Engineering Costs and Production Economics (1991).
Keeney, R.L. and Raiffa, H. Decisions with multiple objectives: preferences and value tradeoffs. John Wiley and Sons, Inc., New York (1976).
Kumar, P., Singh, N. and Tewari, N.K. Multicriterion analysis of the loading problem in flexible manufacturing systems using min-max approach. The International Journal of Advanced Manufacturing Technology 2, 13–20 (1987).
Lee, R.C. and Moore, J.M. CORELAP-computer relationship layout planning. Journal of Industrial Engineering 15, 195–200 (1967).
Masud, A.S. and Hwang, C.L. Interactive sequential goal programming. Journal of the Operational Research Society 32, 391–400 (1981).
Masud, A.S. and Zheng, X. An algorithm for multiple-objective non-linear programming. Journal of the Operational Research Society 40, 895–906 (1989).
Mollaghasemi, M., Evans, G.W. and Biles, W.E. An approach for optimizaing multiresponse simulation models. To appear in the Proceedings of the 13th Computers and Industrial Engineering Conference Orlando (1991).
Montgomery, D.C. and Bettencourt Jr., V.M. Multiple response surface methods in computer simulation. Simulation 29.113-121 (1977).
Myers, R.H., Khuri, A.I. and Carter, W.H. Response surface methodology: 1966-1988. Technometricsc 31 137–157 (1989).
O’Grady, P.J. and Menon, U. A multicriteria approach for production planning of automated manufacturing. Engineering Optimization 8, 161–175 (1985).
Phillips, E.J. Flexible manufacturing systems, an overview. Proceedings of the IIE Fall Industrial Engineering Conference, 639-645 (1983).
Pritsker, A.A.B. Introduction to simulation and SLAM II. Third Edition, John Wiley and Sons, Inc., New York, 1986.
Rees, L.P., Clayton, E.R. and Taylor III, B.W. Solving multiple response simulation models using modified response surface methodology within a lexicographic goal programming framework. IIE Transactions 17, 47–57 (1985).
Rosenthal, R.E. Principles of multiobjective optimization, Decision Sciences 16, 133–152 (1985).
Saaty, T.L. The analytic hierarchy process. McGraw-Hill, New York, 1980.
Sadagopan, S. and Ravindran, A. Interactive algorithms for multiple criteria nonlinear programming problems. European Journal of Operational Research 25, 247–257 (1986).
Seehof, J.M. and Evans, W.O. Automated layout design program. Journal of Industrial Engineering 15, 690–695 (1967).
Shanker, K. and Tzen, Y.J. A loading and dispatching problem in a random flexible manufacturing system. International Journal of Production Research 23. 579–595 (1985).
Stecke, K.E. Formulation and solution of nonlinear integer production planning problems for flexible manufacturing systems. Management Science 29, 273–288 (1983).
Suri, R. An overview of evaluative models for flexible manufacturing systems. Annals of Operations Research 3, 13–21 (1985).
Zionts, S. and Wallenius, J. An interactive multiple objective linear programming method for a class of underlying nonlinear utility functions. Management Science 29, 519–529 (1983).
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© 1992 Springer-Verlag Berlin · Heidelberg
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Evans, G.W., Kolli, S., Mollaghasemi, M. (1992). Multicriteria Design of Manufacturing Systems. In: Fandel, G., Gulledge, T., Jones, A. (eds) New Directions for Operations Research in Manufacturing. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-77537-6_30
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DOI: https://doi.org/10.1007/978-3-642-77537-6_30
Publisher Name: Springer, Berlin, Heidelberg
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