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W2949158747 abstract "Abstract:A New Genetic Algorithm (NGA) for solving the Multiple Choice MultidimensionalKnapsack Problem (MMKP) is presented in this paper. The MMKP can be applied tosolve a wide variety of real life problems i.e., in any area where tasks must be scheduledor budgeted. This paper introduces NGA algorithm that hybridize the solutionconstruction mechanism of GA operators (hybrid selection operator, hybrid cross-overoperator and new hybrid mutation operator) for permutation encoding genetic algorithm.In addition we present a strong initial population is created by the Maximizing Valueper Resources Consumption (MVRC) heuristic algorithm. The experimental resultsshow that the method is very efficient and competitive to solve the MMKP comparedwith the better existing methods" @default.
W2949158747 created "2019-06-27" @default.
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W2949158747 date "2010-05-01" @default.
W2949158747 modified "2023-09-25" @default.
W2949158747 title "A New Genetic Algorithm for Multiple-Choice Multidimensional Knapsack Problem" @default.
W2949158747 doi "https://doi.org/10.21608/iceeng.2010.33055" @default.
W2949158747 hasPublicationYear "2010" @default.
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