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A Scatter Search Approach for Multiobjective Selective Disassembly Sequence Problem

机译:一种多目标选择性拆卸序列问题的分散搜索方法

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摘要

Disassembly sequence has received much attention in recent years. This work proposes a multiobjective optimization of model for selective disassembly sequences and maximizing disassembly profit and minimizing disassembly time. An improved scatter search (ISS) is adapted to solve proposed multiobjective optimization model, which embodies diversification generation of initial solutions, crossover combination operator, the local search strategy to improve the quality of new solutions, and reference set update method. To analyze the effect on the performance of ISS, simulation experiments are conducted on different products. The validity of ISS is verified by comparing the optimization effects of ISS and nondominated sorting genetic algorithm (NSGA-II).
机译:近年来,拆卸顺序受到了很多关注。这项工作提出了一种用于选择拆卸顺序的模型的多目标优化,可以最大程度地提高拆卸利润,并最大程度地缩短拆卸时间。改进的散点搜索(ISS)用于解决所提出的多目标优化模型,该模型包含初始解的多样化生成,交叉组合算子,提高新解的质量的局部搜索策略以及参考集更新方法。为了分析对ISS性能的影响,对不同产品进行了仿真实验。通过比较ISS和非支配排序遗传算法(NSGA-II)的优化效果,验证了ISS的有效性。

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