Emergence in simulated evolution

被引：0

作者：

Leier, Andre ^{[1
]}

机构：

[1] Okinawa Inst Sci & Technol, Okinawa 9040495, Japan

来源：

GENETIC PROGRAMMING AND EVOLVABLE MACHINES | 2014年 / 15卷 / 01期

关键词：

Genetic programming; Emergence; Evolution; Multiscalarity; Stochasticity;

D O I：

10.1007/s10710-013-9201-1

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Wolfgang Banzhaf's essay elegantly shows how emergence can be observed within the genetic programming (GP) framework. His work provides inspiration to employ GP for investigating emerging phenomena in biological evolution. This commentary attempts to further stimulate such development towards a more realistic GP framework by incorporating features observed in natural evolution. The examples discussed are multiscalarity, lower-level stochasticity, and co-evolution of repair or protection mechanisms.

引用

页码：79 / 81

页数：3