Title :
Two-Step Interactive Satisfactory Method for Fuzzy Multiple Objective Optimization With Preemptive Priorities
Author :
Li, Shaoyuan ; Hu, Chaofang
Author_Institution :
Shanghai Jiao Tong Univ., Shanghai
fDate :
6/1/2007 12:00:00 AM
Abstract :
This paper presents a two-step interactive satisfactory optimization method for fuzzy multiple objective optimization with preemptive priorities. In contrast to previous works, this proposed approach guarantees the order of satisfactory degrees consistent with priorities. The decision-maker not only acquires satisfactory solution of all the objectives, but also realizes the preemptive priority requirement among them. The originally complex optimization problem is simplified and divided into two subproblems that are solved in sequence. Numerical examples and actual application show the proposed method´s effectiveness, flexibility and efficiency in comparison with results from the literature.
Keywords :
decision making; fuzzy set theory; optimisation; complex optimization problem; decision-maker; fuzzy multiple objective optimization; preemptive priorities; two-step interactive satisfactory method; Automation; Chaos; Constraint theory; Decision making; Fuzzy set theory; Fuzzy sets; Optimization methods; Production; Programming profession; Uncertainty; Fuzzy programming; fuzzy sets; multiple objective decision making (MODM); multiple objective optimization;
Journal_Title :
Fuzzy Systems, IEEE Transactions on
DOI :
10.1109/TFUZZ.2006.887463