A fuzzy satisficing method for multiobjective linear optimal control problems

被引:10
作者
Sakawa, M
Inuiguchi, M
Kato, K
Ikeda, T
机构
[1] Dept. of Indust. and Syst. Eng., Faculty of Engineering, Hiroshima University
关键词
multiobjective linear control problems; multiobjective linear programming; fuzzy goals; fuzzy decision; fuzzy satisficing method;
D O I
10.1016/0165-0114(95)00170-0
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper, we propose ct fuzzy satisficing method for the solution of multiobjective linear continuous optimal control problems. To solve these multiobjective linear continuous optimal control problems, we first discretize the time and replace the system of differential equations by difference equations. By introducing suitable auxiliary variables, approximate linear multiobjective programming problems are formulated. Then by considering the vague nature of human judgements, we assume that the decision maker may have fuzzy goals for the objective functions. Having elicited the corresponding linear membership functions through the interaction with the decision maker, if we adopt the fuzzy decision for combining them, it is shown that the formulated problem can be reduced to a linear programming problem and the satisficing solution for the decision maker can be obtained through the simplex method of linear programming. An Illustrative numerical example is provided to indicate the efficiency of the proposed method.
引用
收藏
页码:223 / 229
页数:7
相关论文
共 16 条
[1]  
[Anonymous], 1991, FUZZY SET THEORY ITS
[2]  
[Anonymous], 1970, THEORY OPTIMAL CONTR
[3]  
Bellman R. E., 1971, Decision-making in a fuzzy environment, DOI 10.1287/mnsc.17.4.B141
[4]   MINIMUM-AMPLITUDE CONTROL OF LINEAR DISCRETE SYSTEMS [J].
CADZOW, JA .
INTERNATIONAL JOURNAL OF CONTROL, 1974, 19 (04) :765-780
[5]   OPTIMUM DISCRETE CONTROL BY LINEAR PROGRAMMING [J].
FEGLEY, KA ;
HSU, MI .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1965, AC10 (01) :114-&
[6]   MINIMUM-EFFORT TIME-OPTIMAL CONTROL OF LINEAR DISCRETE SYSTEMS [J].
RASMY, ME ;
HAMZA, MH .
INTERNATIONAL JOURNAL OF CONTROL, 1975, 21 (02) :293-304
[7]   OPTIMAL-CONTROL OF LINEAR-SYSTEMS WITH SEVERAL COST FUNCTIONALS THROUGH A MULTICRITERIA SIMPLEX METHOD [J].
SAKAWA, M ;
NARUTAKI, R ;
SUWA, T .
INTERNATIONAL JOURNAL OF CONTROL, 1977, 25 (06) :901-914
[8]  
SAKAWA M, 1976, J OPTIM THEORY APPL, V22, P417
[9]  
Sakawa M., 2013, Fuzzy sets and interactive multiobjective optimization
[10]  
SAKAWA Y, 1965, P IFAC S SYSTEM ENG