Towards development in evolvable hardware

被引：36

作者：

Gordon, TGW ^{[1
]}

Bentley, PJ ^{[1
]}

机构：

[1] UCL, Dept Comp Sci, London WC1E 6BT, England

来源：

2002 NASA/DOD CONFERENCE ON EVOLABLE HARDWARE, PROCEEDINGS | 2002年

关键词：

D O I：

10.1109/EH.2002.1029890

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Mapping between genotype and phenotype using a model of biological development has been widely touted as a technique for evolving solutions to large, complex problems [1-3]. Here we describe two test-bed developmental systems for evolvable hardware problems, and compare each to a naive mapping system. We find that designing evolvable developmental systems is not a trivial problem, however early analysis of the evolved structures demonstrates the potential of the generative processes behind development. We also account for the differences between the results of the two systems, highlighting the importance of search space evolvability over size.

引用

页码：241 / 250

页数：10

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