Memes co-evolution strategies for fast convergence in solving single machine scheduling problems | |
Huang, Wei-Hsiu ; Chang, Pei-Chann ; Lim, Meng-Hiot ; Zhang, Zhenzhen ; Zhang ZZ(张真真) | |
刊名 | http://dx.doi.org/10.1080/00207543.2011.649799 |
2012 | |
关键词 | MINIMIZE TOTAL TARDINESS ALGORITHM DIVERSIFICATION INTENSIFICATION OPTIMIZATION HEURISTICS RULE |
英文摘要 | In recent years, researchers have become more aware of the significance and importance of memes in computational problem-solving. It is now generally accepted that collectively, memes as a group or population undergo evolution just like genes, competition and collaboration. In this paper, we present a memes co-evolutionary framework for solving the single machine total weighted tardiness problem. The mechanisms of memes co-evolution serve to promote diversity not just in the solutions, but also within the memes that participate in the search. Our results show convincingly that the memes co-evolution strategies are able to improve the performance in solving several difficult benchmarks of weighted tardiness single-machine scheduling problems. |
语种 | 英语 |
出版者 | INT J PROD RES |
内容类型 | 期刊论文 |
源URL | [http://dspace.xmu.edu.cn/handle/2288/92366] |
专题 | 信息技术-已发表论文 |
推荐引用方式 GB/T 7714 | Huang, Wei-Hsiu,Chang, Pei-Chann,Lim, Meng-Hiot,et al. Memes co-evolution strategies for fast convergence in solving single machine scheduling problems[J]. http://dx.doi.org/10.1080/00207543.2011.649799,2012. |
APA | Huang, Wei-Hsiu,Chang, Pei-Chann,Lim, Meng-Hiot,Zhang, Zhenzhen,&张真真.(2012).Memes co-evolution strategies for fast convergence in solving single machine scheduling problems.http://dx.doi.org/10.1080/00207543.2011.649799. |
MLA | Huang, Wei-Hsiu,et al."Memes co-evolution strategies for fast convergence in solving single machine scheduling problems".http://dx.doi.org/10.1080/00207543.2011.649799 (2012). |
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