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一种单纯形遗传算法及其应用
引用本文:董健.一种单纯形遗传算法及其应用[J].电信工程技术与标准化,2013(7):86-88.
作者姓名:董健
作者单位:中国移动通信集团设计院有限公司河北分公司,石家庄030001
摘    要:本文深入分析了智能天线应用中广播波束成形权值反向求解的工程优化问题,引入单纯形算法对传统遗传算法进行改进并提出了一种新的单纯形遗传算法。通过具体应用验证,实现了较好自动求解权值的目的。同时,本算法也可在其他网络规划和网络优化等寻优问题中参考使用。

关 键 词:智能天线  广播波束成形  高维优化  遗传算法

A simplex genetic algorithm and its application
DONG Jian.A simplex genetic algorithm and its application[J].Telecom Engineering Technics and Standardization,2013(7):86-88.
Authors:DONG Jian
Affiliation:DONG Jian (China Mobile Group Design Institute Co., Ltd. Hebei Branch, Shijiazhuang 050021, China)
Abstract:In this paper, a novel simplex genetic algorithm is proposed combining the simplex algorithm with the traditional genetic algorithm, based on analyzing the engineering optimization problems of broadcasting beamforming weights reverse solution in smart antenna application. The purpose of automatic solution is gotten through the concrete application. At the same time, this algorithm presented can also be used in other optimization problems, such as network planning and network optimization.
Keywords:smart antenna  broadcasting beamforming  high dimensional optimization  genetic algorithm
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