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一种快速解决PFSP问题的混合遗传算法 被引量:2

Quick hybrid-genetic algorithm used to solve permutation flowshop sequencing problem
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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。 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.
作者 缪隽 康立山
出处 《计算机工程与设计》 CSCD 2004年第9期1555-1556,1559,共3页 Computer Engineering and Design
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 flowshop sequencing problem hybrid-genetic algorithm PMX
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