The emergence of insect protandry: A ''natural'' evolutionary computation application

被引:2
作者
Downing, K
机构
来源
PROCEEDINGS OF 1997 IEEE INTERNATIONAL CONFERENCE ON EVOLUTIONARY COMPUTATION (ICEC '97) | 1997年
关键词
D O I
10.1109/ICEC.1997.592330
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
When resources and their consumers have matching distributions in space or time, an ideal free distribution (IFD) is achieved whereby each consumer receives the same amount of resource. In nature, both spatial and temporal IFDs are commonplace, with protandry in insects providing a popular textbook example of the latter. This research uses individual-based population models and genetic algorithms to simulate the emergence of both general temporal IFDs and insect protandry. The results indicate that evolutionary computation with fitness-proportionate reproduction in negative frequency-dependent situations (e.g., resource-sharing contexts) leads to the rapid emergence of IFDs. Since ideal free distributions constitute implicitly cooperative arrangements among heterogenous strategies competing for a common resource, this work illustrates the ability of simple generic algorithms to simulate the emergence of organized polymorphic structures rather than a single maximally fit phenotype.
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收藏
页码:325 / 330
页数:6
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