Changchun Institute of Optics,Fine Mechanics and Physics,CAS
| Chaotic Krill Herd algorithm | |
| Wang G. G.; Guo L. H.; Gandomi A. H.; Hao G. S.; Wang H. Q. | |
| 2014 | |
| 发表期刊 | Information Sciences
 |
| ISSN | ISBN/0020-0255 |
| 期号 | 274页码:17-34 |
| 摘要 | Recently, Gandomi and Alavi proposed a meta-heuristic optimization algorithm, called Krill Herd (KH). This paper introduces the chaos theory into the KH optimization process with the aim of accelerating its global convergence speed. Various chaotic maps are considered in the proposed chaotic KH (CKH) method to adjust the three main movements of the krill in the optimization process. Several test problems are utilized to evaluate the performance of CKH. The results show that the performance of CKH, with an appropriate chaotic map, is better than or comparable with the KH and other robust optimization approaches. (C) 2014 Elsevier Inc. All rights reserved. |
| 收录类别 | SCI ; EI |
| 语种 | 英语 |
| 文献类型 | 期刊论文 |
| 条目标识符 | http://ir.ciomp.ac.cn/handle/181722/43783 |
| 专题 | 中科院长春光机所知识产出 |
| 推荐引用方式 GB/T 7714 | Wang G. G.,Guo L. H.,Gandomi A. H.,et al. Chaotic Krill Herd algorithm[J]. Information Sciences,2014(274):17-34. |
| APA | Wang G. G.,Guo L. H.,Gandomi A. H.,Hao G. S.,&Wang H. Q..(2014).Chaotic Krill Herd algorithm.Information Sciences(274),17-34. |
| MLA | Wang G. G.,et al."Chaotic Krill Herd algorithm".Information Sciences .274(2014):17-34. |
| 条目包含的文件 | 下载所有文件 | |||||
| 文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
| Wang-2014-Chaotic Kr（1250KB） | 开放获取 | CC BY-ND | 浏览 下载 | |||
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