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用单亲遗传算法解决影片递送问题
引用本文:王珍和,行飞. 用单亲遗传算法解决影片递送问题[J]. 内蒙古大学学报(自然科学版), 2004, 35(2): 135-138
作者姓名:王珍和  行飞
作者单位:内蒙古大学数学系,呼和浩特,010021;内蒙古大学数学系,呼和浩特,010021
摘    要:遗传算法(简称GA)是基于生物进化原理的普适性全局优化算法,是解决NP难问题的一种行之有效的方法.但是,序号编码的遗传算法不能在任意两条染色体的任意位置进行交叉,必须使用PMX,CX和OX等特殊的交叉算子,这些算子实施起来都很麻烦且效率不高.针对这一问题,采用单亲遗传算法,取消交叉操作,强化变异作用.这样既简化了遗传操作,又克服了早熟现象.较成功的解决了影片递送问题,文中的算例表明,该算法是实际有效的.

关 键 词:遗传算法  组合优化  FDP问题  交叉算子
文章编号:1000-1638(2004)02-0135-04
修稿时间:2003-06-27

Solving Film Deliver Problem with a Partheno-genetic Algorithm
WANG Zhen-he,XING Fei. Solving Film Deliver Problem with a Partheno-genetic Algorithm[J]. Acta Scientiarum Naturalium Universitatis Neimongol, 2004, 35(2): 135-138
Authors:WANG Zhen-he  XING Fei
Abstract:Based on natural evolution principle,genetic algorithms(GA) are the overall algorithms which are universal applicable.But,genetic algorithms using ordinal strings must use special crossover operators such as PMX,OX and CX,instead of general crossover operators.Considering the above deficiency of GA using ordinal strings,we propose a Partheno-genetic algorithm (PGA) method that uses ordinal strings and repeals crossover operators while introduces some particular genetic operators such as gene exchange operator which have the same function as crossover operators.Therefore genetic operation of PGA is simple and its initial population need not be varied and there is no immature convergence in PGA.Calculated examples show the efficiency of PGA.
Keywords:genetic algorithms  combination optimum  film deliver problem  crossover operator
本文献已被 CNKI 维普 万方数据 等数据库收录!
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