Performance improvement of genetic algorithm using complex networks

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  • 遺伝的アルゴリズムに対する複雑ネットワークの概念の導入による性能改善
  • イデンテキ アルゴリズム ニ タイスル フクザツ ネットワーク ノ ガイネン ノ ドウニュウ ニ ヨル セイノウ カイゼン

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Abstract

Genetic algorithm (GA) is an approximate solution method supposed that a network exists. In this research, focusing on integer programming problems, we improve the performance of GA incorporating complex networks. Furthermore, we show the efficiency of the proposed GA method by comparing it with an existing method through the application of them into the numerical examples.

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