Evolutionary optimization through extinction dynamics

被引：0
|
作者：
Marín, J [1 ]
Solé, RV [1 ]
机构：
[1] EU Enginyers T Ind Barcelona, Dept Elect IT, Barcelona 08036, Spain
来源：
GECCO-99: PROCEEDINGS OF THE GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE | 1999年
关键词：
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
A recent method of optimization has been presented involving macroevolutionary dynamical rules. Extinction and diversification are introduced by following a set of steps where species/solutions are wired through an antisymmetric matrix of interactions. These connections are defined in terms of the fitness landscape and allow to explore the landscape in a highly effective way. It is shown that this search method is able to outperform genetic algorithms in a wide range of conditions.
引用
收藏
页码：1344 / 1349
页数：6
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