[1]刘长平,叶春明.具有Lévy飞行特征的蝙蝠算法[J].智能系统学报,2013,8(3):240-246.
LIU Changping,YE Chunming.Bat algorithm with the characteristics of Lévy flights[J].CAAI Transactions on Intelligent Systems,2013,8(3):240-246.
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LIU Changping,YE Chunming.Bat algorithm with the characteristics of Lévy flights[J].CAAI Transactions on Intelligent Systems,2013,8(3):240-246.
具有Lévy飞行特征的蝙蝠算法
《智能系统学报》[ISSN 1673-4785/CN 23-1538/TP] 卷:
8
期数:
2013年第3期
页码:
240-246
栏目:
学术论文—机器学习
出版日期:
2013-06-25
- Title:
- Bat algorithm with the characteristics of Lévy flights
- 文章编号:
- 1673-4785(2013)03-0240-07
- 分类号:
- TP301.6;N945
- 文献标志码:
- A
- 参考文献/References:
-
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LI Xiaolei, SHAO Zhijiang, QIAN Jixin. An optimizing method based on autonomous animats: fish-swarm algorithm［J］. Systems Engineering—Theory & Practice, 2002, 22(11): 32-38.
［2］KARABOGA D. An idea based on honey bee swarm for numerical optimization, Technical Report-TR06［R］. Kayseri, Turkey: Erciyes University, 2005.
［3］YANG Xinshe. Nature-inspired metaheuristic algorithms［M］. Frome, UK: Luniver Press, 2008: 79-90.
［4］KRISHNANAND K N, GHOSE D. Glowworm swarm optimization for simultaneous capture of multiple local optima of multimodal functions［J］. Swarm Intelligence, 2009, 3(2): 87-124.
［5］YANG Xinshe. A new metaheuristic bat-inspired algorithm［M］//GONZALEZ J R, PELTA D A. Nature Inspired Cooperative Strategies for Optimization. Berlin: Springer-Verlag, 2010: 65-74.
［6］LEMMA T A, HASHIM B M. Use of fuzzy systems and bat algorithm for exergy modeling in a gas turbine generator［C］//Proceedings of IEEE Colloquium on Humanities, Science and Engineering. Penang, Malaysia, 2011: 305-310.
［7］BORA T C, COELHO L S, LEBENSZTAJN L. Bat-inspired optimization approach for the brushless DC wheel motor problem［J］. IEEE Transactions on Magnetics, 2012, 48(2): 947-950.
［8］VISWANATHAN G M, AFANASYEV V, BULDYREV S V, et al. Lévy flight search patterns of wandering albatrosses［J］. Nature, 1996, 381: 413-415.
［9］EDWARDS A M, PHILLIPS R A, WATKINS N W, et al. Revisiting Lévy flight search patterns of wandering albatrosses, bumblebees and deer［J］. Nature, 2007, 449: 1044-1048.
［10］REYNOLDS A M, SMITH A D, REYNOLDS D R, et al. Honeybees perform optimal scale-free searching flights when attempting to locate a food source［J］. The Journal of Experimental Biology, 2007, 210(21): 3763-3770.
［11］REYNOLDS A M, FRYE M A. Free-flight odor tracking in drosophila is consistent with an optimal intermittent scale-free search［J］. PLoS One, 2007, 2(4): 1-9.
［12］MARELL A, BALL J P, HOFGAARD A. Foraging and movement paths of female reindeer: insights from fractal analysis, correlated random walks, and Lévy flights［J］. Canadian Journal of Zoology, 2002, 80(5): 854-865.
［13］RAMOS F G, MATEOS J L, MIRAMONTES O. Lévy walk patterns in the foraging movements of spider monkeys (Ateles geoffroyi)［J］. Behavioral Ecology and Sociobiology, 2004, 55(3): 1743-1750.
［14］AUSTIN D, BOWEN W D, MCMILLAN J I. Intraspecific variation in movement patterns: modeling individual behavior in a large marine predator［J］. Oikos, 2004, 105(1): 15-30.
［15］SCHREIER A L, GROVE M. Ranging patterns of hamadryas baboons: random walk analyses［J］. Animal Behavior, 2010, 80(1): 75-87.
［16］HUMPHRIES N E, QUEIROZ N, DYER J R, et al. Environmental context explains Lévy and Brownian movement patterns of marine predators［J］. Nature, 2010, 465: 1066-1069.
［17］BERTRAND S, BERTRAND A, GUEVARA-CARRASCO R, et al. Scale-invariant movements of fishermen: the same foraging strategy as natural predators［J］. Ecological Applications, 2007, 17(2): 331-337.
［18］REYNOLDS A M. Cooperative random Lévy flight searches and the flight patterns of honeybees［J］. Physics Letters A, 2006, 354(5/6): 384-388.
［19］SHI Y, EBERHART R. A modified particle swarm optimizer［C］//Proceedings of IEEE International Conference on Evolutionary Computation. Anchorage, USA, 1998: 69-73.
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备注/Memo
收稿日期：2012-11-27.
网络出版日期：2013-01-25.
基金项目：国家自然科学基金资助项目（71271138）；教育部人文社会科学规划基金资助项目（10YJA630187)；上海市教委科研创新重点资助项目(12ZS133)；教育部高校博士学科点专项科研基金资助项目（20093120110008）.
通信作者：刘长平.
E-mail：lcp_mail@163.com.
作者简介：刘长平，男，1974年生，讲师，博士研究生，主要研究方向为智能优化、管理工程.
叶春明，男，1964年生，教授，博士生导师，主要研究方向为智能优化、工业工程.主持国家自然科学基金项目、科技部重大专项合作课题、教育部高校博士学科点专项科研基金项目、教育部人文社会科学规划基金项目、上海市教委科研创新重点项目多项.发表学术论文160余篇，其中被SCI、EI、ISTP检索30余篇.
更新日期/Last Update:
2013-08-29