학술논문

Obtaining fuzzy solutions to the fuzzy solid transportation problem with genetic algorithms
Document Type
Conference
Source
Proceedings of 6th International Fuzzy Systems Conference Fuzzy systems Fuzzy Systems, 1997., Proceedings of the Sixth IEEE International Conference on. 3:1657-1663 vol.3 1997
Subject
Computing and Processing
Solids
Transportation
Genetic algorithms
Fuzzy sets
Cost function
Production facilities
Language
Abstract
The solid transportation problem arises when bounds are given on three item properties. Fuzzy solid transportation problem arises when the nature of the data problem is vague. This paper deals with the fuzzy solid transportation problem in the case in which the fuzzyness affects only in the constraint set, and a fuzzy solution to the problem is required. Moreover, an arbitrary linear or nonlinear objective function is considered. In order to end a fuzzy solution to the problem, a parametric approach is used in obtaining an auxiliary parametric solid transportation problem associated to the original problem. As there isn't solution methods proposed in literature to solve the parametric solid transportation problem, in this paper is proposed a genetic algorithm based solution method, which can be applied to find a "good" fuzzy solution to the fuzzy solid transportation problem.