首页> 外文会议>Asia and South Pacific Design Automation Conference 1999 January 18-21, 1999 Wanchai, Hong Kong >Solving the rectangular packing problem by an adatpive ga based on sequence-pair
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Solving the rectangular packing problem by an adatpive ga based on sequence-pair

机译:基于序列对的自适应ga求解矩形堆积问题

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摘要

In this paper, we propose a genetic algorithm (GA) to solve the rectnagular packing problem(RP), in which the sequence-pair representation is adopted as the coding scheme of each chromosome. New genetic operators for RP is presented to explore the search space efficiently. The proposed GA has an adaptive strategy which dynamically selects an appropriate genetic operator during the GA execution depending on the state of an individual. Experimental results show the effectiveness of oru adaptive genetic algorithm compared to simulated annealing (SA).
机译:在本文中,我们提出了一种遗传算法(GA)来解决矩形堆积问题(RP),其中采用序列对表示作为每个染色体的编码方案。提出了针对RP的新型遗传算子,以有效地探索搜索空间。提出的遗传算法具有自适应策略,该算法可以根据个体的状态在遗传算法执行过程中动态选择合适的遗传算子。实验结果表明,与模拟退火(SA)相比,oru自适应遗传算法是有效的。

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