Tracking the trajectories of evolution

被引:4
|
作者
Burtsev, MS [1 ]
机构
[1] MV Keldysh Appl Math Inst, RU-125047 Moscow, Russia
关键词
artificial life; evolution; dynamical system; trajectory;
D O I
10.1162/1064546041766415
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This article proposes a method of visualizing and measuring evolution in artificial life simulations. The evolving population of agents is treated as a dynamical system. The proposed method is inspired by the notion of trajectory. The article provides examples of tracking of trajectories of evolutionary systems in the spaces of genotypes, strategies, and some global characteristics. Visualization similar to a bifurcation diagram is used to represent results of a series of simulations.
引用
收藏
页码:397 / 411
页数:15
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