Arid
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
ISBN978-1-4799-0453-2
EISBN978-1-4799-0454-9
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
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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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