An interactive fuzzy satisficing method for multiobjective optimal controlproblems in linear distributed-parameter systems

Citation
M. Sakawa et al., An interactive fuzzy satisficing method for multiobjective optimal controlproblems in linear distributed-parameter systems, FUZ SET SYS, 102(2), 1999, pp. 237-246
Citations number
19
Categorie Soggetti
Engineering Mathematics
Journal title
FUZZY SETS AND SYSTEMS
ISSN journal
01650114 → ACNP
Volume
102
Issue
2
Year of publication
1999
Pages
237 - 246
Database
ISI
SICI code
0165-0114(19990301)102:2<237:AIFSMF>2.0.ZU;2-I
Abstract
In this paper, we propose an interactive fuzzy satisficing method for the s olution of a multiobjective optimal control problem in a linear distributed -parameter system governed by a heat conduction equation. In order to reduc e the control problem of this distributed-parameter system to an approximat e multiobjective linear programming problem, we use a numerical integration formula and introduced the suitable auxiliary variables. By considering th e vague nature of human judgements, we assume that the decision maker may h ave fuzzy goals for the objective functions. Having elicited the correspond ing linear membership functions through the interaction with the decision m aker, if the decision maker specifies the reference membership values, the corresponding Pareto optimal solution can be obtained by solving the minima x problems. Then a linear programming-based interactive fuzzy satisficing m ethod for deriving a satisficing solution for the decision maker efficientl y from a Pareto optimal solution set is presented. An illustrative numerica l example is worked out to indicate the efficiency of the proposed method. (C) 1999 Elsevier Science B.V. All rights reserved.