Ecological 'theatre' for evolutionary computing 'play': some insights from population ecology and evolutionary ecology
文献类型：期刊论文
| 作者 | Ma ZS1,2 |
| 刊名 | INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION
 |
| 出版日期 | 2011 |
| 卷号 | 3期号:1页码:31-55 |
| 关键词 | evolutionary computing EC genetic algorithms GA population ecology |
| 通讯作者 | ma@mail.kiz.ac.cn ; ma@vandals.uidaho.edu |
| 合作状况 | 其它 |
| 英文摘要 | In a classic monograph titled Ecological Theatre and Evolutionary Play, Hutchinson (1966) tried to 'break' the genetics dominance over the study of evolution and emphasised that natural selection happens in the context of environment. His vision clearly indicated the inseparability between evolution and ecology. In other words, without ecological 'theatre', natural selection has no place to act and evolution cannot happen. Perhaps following a similar development trajectory of evolutionary study in biology, much of the evolutionary computing (EC) has been inspired by genetics-centred evolutionary theory. The major objective of this paper is to suggest and review some inspirations from several fields of population ecology and evolutionary ecology to evolutionary computing (EC). A minor one is to demonstrate that, at least in the case of EC population size setting, the dynamic population, which is inspired by the natural population dynamics, indeed outperforms the traditional fixed-size population in the genetic algorithms (GA). |
| 收录类别 | SCI |
| 语种 | 英语 |
| 源URL | [http://159.226.149.26:8080/handle/152453/10438]  |
| 专题 | 昆明动物研究所_计算生物与生物信息学 |
| 作者单位 | 1.Kunming Institute of Zoology, Chinese Academy of Science, Kunming, 650223, China 2.Department of Computer Science, Institute of Bioinformatics and Evolutionary Studies, University of Idaho, Moscow, ID 83843, USA |
| 推荐引用方式 GB/T 7714 | Ma ZS. Ecological 'theatre' for evolutionary computing 'play': some insights from population ecology and evolutionary ecology[J]. INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION,2011,3(1):31-55. |
| APA | Ma ZS.(2011).Ecological 'theatre' for evolutionary computing 'play': some insights from population ecology and evolutionary ecology.INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION,3(1),31-55. |
| MLA | Ma ZS."Ecological 'theatre' for evolutionary computing 'play': some insights from population ecology and evolutionary ecology".INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION 3.1(2011):31-55. |
入库方式： OAI收割
来源：昆明动物研究所
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