Optimal Route in Distribution of Telecommunications Networks Based on Genetic Algorithm with Integer Chromosomes, a Practical Application

J. Medina, L. García-Santander, M. Retamal, Rosa Figueroa Iturrieta
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Abstract

This paper presents the new method based on Genetic Algorithm (GA) to find the optimal route of the main communication line with multi-pair copper cable. The chromosomes representation used was the integer number. The objective function considered a minimization cost of generates routes keeping the minimum cost per subscriber value. The proposed method was proven with a real demand of subscribers located in a defined area using two tests, with or without Demand Factor (DF). The results obtained when applying the proposed method with or without DF allow us to conclude that the method is efficient and it gives coherent results according to the characteristics of the analyzed nets.
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基于整数染色体遗传算法的电信网分布路径优化——一个实际应用
提出了一种基于遗传算法的多对铜缆主通信线路最优路由求解方法。使用的染色体表示是整数。目标函数考虑的是生成的路由的最小开销,保持每个用户的最小开销。通过有或没有需求因子(DF)的两个测试,对指定区域内用户的实际需求进行了验证。采用该方法得到的结果表明,该方法是有效的,并根据所分析网的特点给出了一致的结果。
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