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Genetic algorithm for panel cutting stock on CUDA platform

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

The problem of placing a number of specific shapes on a raw material in order to maximize material utilization is commonly encountered in the production of steel bars and plates, papers, glasses, etc. In this paper, we presented a genetic algorithm for steel grating nesting design. For application in large-scale discrete optimization problems, we also implemented this algorithm with CUDA based on parallel computation. Experimental results show that under genetic algorithm invoking with CUDA scheme, we can obtain satisfied solutions to steel grating nesting problem with high performance.

源语言英语
主期刊名Advances in Manufacturing Science and Engineering
2569-2575
页数7
DOI
出版状态已出版 - 2013
活动4th International Conference on Manufacturing Science and Engineering, ICMSE 2013 - Dalian, 中国
期限: 30 3月 201331 3月 2013

出版系列

姓名Advanced Materials Research
712-715
ISSN(印刷版)1022-6680

会议

会议4th International Conference on Manufacturing Science and Engineering, ICMSE 2013
国家/地区中国
Dalian
时期30/03/1331/03/13

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