Applying genetic algorithm and simulated annealing to a combinatorial optimization problem

M. Chakraborty, Uday K. Chakraborty
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引用次数: 12

Abstract

This paper applies the genetic algorithm and simulated annealing to the problem of optimal link enhancement, which is an NP-complete combinatorial optimization problem in the topological expansion of computer communication networks. Experimental results show that simulated annealing outperforms the genetic algorithm on this problem.
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应用遗传算法和模拟退火算法求解组合优化问题
本文将遗传算法和模拟退火方法应用于计算机通信网络拓扑展开中的一个np完全组合优化问题——最优链路增强问题。实验结果表明,模拟退火算法在该问题上优于遗传算法。
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