Genetic Algorithm; Fuzzy logic; Cellular Manufacturing System; Cell Formation.
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A Fuzzy Based Heuristic Approach to Solve Cell Formation Problems
Abstract: A fuzzy based heuristic approach is proposed to solve multi-objective cell formation problems. This approach consists of a real coded genetic algorithm and fuzzy logic. The proposed technique is applied in two successive stages. Firstly, the minimum and maximum value of each objective is determined by using a single objective genetic algorithm. In the second stage, fuzzy logic concept is incorporated to calculate the degree of membership for individual objective. …
Published in NOLEGEIN Journal of Operations Research & Management · Vol. 4, Issue 1, 2021 Read article