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A Genetic-Evolutionary Model to Simulate Population Dynamics in the Calangos Game | |
Izidoro, Venyton N. L.1; de Castro, Leandro Nunes1; Loula, Angelo Conrado2 | |
通讯作者 | Izidoro, Venyton N. L. |
会议名称 | IEEE Congress on Evolutionary Computation |
会议日期 | JUN 20-23, 2013 |
会议地点 | Cancun, MEXICO |
英文摘要 | Calangos is an under development educational game based on the fauna and flora of the desert-like field of the sand dunes in the middle Sao Francisco River, located within the Caatinga biome in Brazil. One of the player's goals is to manage the behavior of species of lizards that inhabit this biome, with consequences to their ecology and evolution. For the development of the game a genetic-evolutionary model, embedded in a simulator, is proposed. This model will be used to simulate predator-prey dynamics based on the Evolutionary Biology and Ecology literature. The objective of this paper is to introduce the genetic-evolutionary model embedded in the simulator and present some key experimental findings. It will be shown that under certain environmental conditions lizard populations are only able to survive if allowed to evolve. The results will also show the main causes of death (malnutrition, dehydration, predation or aging), the diet preferences (vegetables or insects) of lizards and their relationship with specific environmental conditions. |
英文关键词 | Natural Selection Population Dynamics Lizards Evolutionary Computation |
来源出版物 | 2013 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC) |
出版年 | 2013 |
页码 | 277-283 |
ISBN | 978-1-4799-0453-2 |
EISBN | 978-1-4799-0454-9 |
出版者 | IEEE |
类型 | Proceedings Paper |
语种 | 英语 |
国家 | Brazil |
收录类别 | CPCI-S |
WOS记录号 | WOS:000326235300036 |
WOS类目 | Computer Science, Theory & Methods ; Engineering, Electrical & Electronic |
WOS研究方向 | Computer Science ; Engineering |
资源类型 | 会议论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/302307 |
作者单位 | 1.Univ Prebiteriana Mackenzie, Nat Comp Lab, FCI PPGEE, Sao Paulo, Brazil; 2.Univ Estadual Feira de Santana, Intelligent & Cognit Syst Lab, Feira de Santana, Brazil |
推荐引用方式 GB/T 7714 | Izidoro, Venyton N. L.,de Castro, Leandro Nunes,Loula, Angelo Conrado. A Genetic-Evolutionary Model to Simulate Population Dynamics in the Calangos Game[C]:IEEE,2013:277-283. |
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