Interactive multiobjective reliability design of a standby system by the sequential proxy optimization technique (SPOT)

Abstract A new interactive multiobjective decision making technique for solving multiobjective optimization problems, which is called sequential proxy optimization technique (SPOT)has been proposed by the author. Using this technique, the preferred solution for the decision maker can be derived efficiently from among a Pareto optimal solution set by assessing his marginal rates of substitution and maximizing the local proxy preference functions sequentially. Based on the algorithm of SPOT, a time-sharing computer program has also been written to implement man-machine interactive procedures. In this paper, after summarizing the theoretical framework of SPOT, its application to reliability design of a standby system is considered. The multi-objective mathematical model for a standby system is formulated and the interaction processes to solve an illustrative example for a standby system composed of four subsystems are demonstrated together with the computer outputs.

[1]  Joseph J. Talavage,et al.  A Tradeoff Cut Approach to Multiple Objective Optimization , 1980, Oper. Res..

[2]  M. Sakawa Multiobjective Optimization by the Surrogate Worth Trade-off Method , 1978, IEEE Transactions on Reliability.

[3]  Aníbal Ollero,et al.  Fuzzy Methodologies for Interactive Multicriteria Optimization , 1980, IEEE Transactions on Systems, Man, and Cybernetics.

[4]  Yacov Y. Haimes,et al.  Kuhn-Tucker multipliers as trade-offs in multiobjective decision-making analysis , 1979, Autom..

[5]  S. Zionts,et al.  An Interactive Programming Method for Solving the Multiple Criteria Problem , 1976 .

[6]  C.L. Hwang,et al.  Optimal Scheduled-Maintenance Policy Based on Multiple-Criteria Decision-Making , 1979, IEEE Transactions on Reliability.

[7]  Masatoshi Sakawa,et al.  Interactive Multiobjective Decisionmaking for Large-Scale Systems and Its Application to Environmental Systems , 1980, IEEE Transactions on Systems, Man, and Cybernetics.

[8]  Yuji Nakagawa,et al.  Reliability Optimization with Multiple Properties and Integer Variables , 1979, IEEE Transactions on Reliability.

[9]  R. L. Keeney,et al.  Decisions with Multiple Objectives: Preferences and Value Trade-Offs , 1977, IEEE Transactions on Systems, Man, and Cybernetics.

[10]  Yacov Y. Haimes,et al.  Multiobjective optimization in water resources systems : the surrogate worth trade-off method , 1975 .

[11]  Leon S. Lasdon,et al.  Nonlinear optimization using the generalized reduced gradient method , 1974 .

[12]  F Seo,et al.  An Evaluation Method for Environmental-Systems Planning: An Alternative Utility Approach , 1979 .

[13]  Milan Zeleny,et al.  Multiple criteria decision making, Kyoto, 1975 , 1976 .

[14]  D. H. Marks,et al.  A review and evaluation of multiobjective programing techniques , 1975 .

[15]  Arthur M. Geoffrion,et al.  An Interactive Approach for Multi-Criterion Optimization, with an Application to the Operation of an Academic Department , 1972 .

[16]  Toshiyuki Inagaki,et al.  Interactive Optimization of System Reliability Under Multiple Objectives , 1978, IEEE Transactions on Reliability.