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一种快速解决PFSP问题的混合遗传算法
引用本文:缪隽,康立山.一种快速解决PFSP问题的混合遗传算法[J].计算机工程与设计,2004,25(9):1555-1556,1559.
作者姓名:缪隽  康立山
作者单位:武汉大学,计算机学院,湖北,武汉,430072
摘    要:流水车间调度问题属于NP难问题,并且和实际问题联系很紧。但是因为它的解空间太大,一般的算法很容易过早的陷入局部最优或者计算时间太长,提出了一种比较快速的混合遗传算法,能够在很短时间内计算出比较优的结果。详细介绍了这种算法的效果,并与两种常用来解决此类问题的算法进行了比较,总结出了这个算法的特点。

关 键 词:混合遗传算法  NP难问题  局部最优  快速  车间调度  解空间  速解  一般  时间  实际问题
文章编号:1000-7024(2004)09-1555-02

Quick hybrid-genetic algorithm used to solve permutation flowshop sequencing problem
MIAO Jun,KANG Li-shan College of Computer,Wuhan University,Wuhan ,China.Quick hybrid-genetic algorithm used to solve permutation flowshop sequencing problem[J].Computer Engineering and Design,2004,25(9):1555-1556,1559.
Authors:MIAO Jun  KANG Li-shan College of Computer  Wuhan University  Wuhan  China
Affiliation:MIAO Jun,KANG Li-shan College of Computer,Wuhan University,Wuhan 430072,China
Abstract:Flowshop sequencing problem belongs to NP-hard problem, and it is similar to the realities, so it is deserved to be solved. Because this kind of problems always have a huge landscape of sequences, it is too hard to find a global-optimal result in a short time. A hybird-genetic algorithm is commended to solve this kind of problems efficently, which can find a good result in few minutes. This algorithm will be discussed particulary in the following text. At the end of the paper, characters of the algorithm are concluded.
Keywords:flowshop sequencing problem  hybrid-genetic algorithm  PMX
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