Article ID: | iaor1993284 |
Country: | Netherlands |
Volume: | 45 |
Issue: | 2 |
Start Page Number: | 169 |
End Page Number: | 183 |
Publication Date: | Jan 1992 |
Journal: | Fuzzy Sets and Systems |
Authors: | Lai Young-Jou, Hwang Ching-Lai |
Keywords: | programming: linear |
In this study, an interactive fuzzy linear programming approach is investigated to improve the flexibility and robustness of linear programming (LP) technique. This paper provides a practical modelling method which is a symmetric integration of Zimmermann’s, Werner’s, Verdegay’s and Chanas’s fuzzy LP approaches and additionally provides a decision support system for solving a specific domain of practical LP problems. The interactive concept provides a learning process about the system, whereby the decision maker can learn to recognize good solutions, relative importance of factors in the system and then, design a high-productivity system, instead of optimizing a given system. This interactive fuzzy LP system provides integration-oriented, adaptation and learning features by considering all the possibilities of a specific domain of LP problems which are integrated in logical order using an