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英语翻译
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The heuristic assemblies the knapsacks through an iterative process where a distribution is generated and evaluated by a variation coefficient passed as a parameter at the beginning of the parallel process.If the group of knapsacks generated achieves a good variation coefficient,the algorithm goes on processing the FCM cluster analysis.Otherwise,the initial average value S is increased.If the S adjusted value surpasses the distribution maximal load,the algorithm goes on processing the FCM cluster analysis.On the contrary,a new distribution is generated,in an attempt to push the loads to a smaller number of processors,trying to free processors that will be reallocated to the evaluation of the bigger loads in order to reduce the overall parallel processing time.The looping ends when the distribution evaluation is considered ok or when the lower limit gets equal to the superior limit.
The heuristic core is based on the well known first fit decreasing algorithm much used to treat the bin packing problem .
The parallel FCM cluster analysis balancing scheme is described by the following sequence:

启发式的背包议会通过一个反复的过程,分配和评价,产生了变异系数作为参数传递开始时的并行处理.如果该集团实现背包产生了良好的变异系数,该算法还处理的FCM聚类分析.否则,最初的平均值S是增加了.如果标调整值超过了...