Fuzzy Goal Programming Approach to Solve Linear Multilevel Programming Problems using Genetic Algorithm

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Provided by: International Journal of Computer Applications
Topic: Hardware
Format: PDF
In this paper, the authors introduce a priority based Fuzzy Goal Programming (FGP) method for modelling and solving MultiLevel Programming Problem (MLPP) through Genetic Algorithm (GA). In model formulation, the individual best solution of objectives of each of the Decision Makers (DMs) is determined by using the GA method for fuzzy description of the objectives. Then, tolerance membership functions of the defined fuzzy goals are constructed for measuring the degree of satisfaction of goal achievement and there by degree of optimality of the decision vectors controlled by the higher level DMs.
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