Evolutionary computation

Authors
Citation
Ja. Foster, Evolutionary computation, NAT REV GEN, 2(6), 2001, pp. 428-436
Citations number
75
Categorie Soggetti
Biology,"Molecular Biology & Genetics
Journal title
NATURE REVIEWS GENETICS
ISSN journal
14710056 → ACNP
Volume
2
Issue
6
Year of publication
2001
Pages
428 - 436
Database
ISI
SICI code
1471-0056(200106)2:6<428:EC>2.0.ZU;2-0
Abstract
Evolution does not require DNA, or even living organisms. In computer scien ce, the field known as 'evolutionary computation' uses evolution as an algo rithmic tool, implementing random variation, reproduction and selection by altering and moving data within a computer. This harnesses the power of evo lution as an alternative to the more traditional ways to design software or hardware. Research into evolutionary computation should be of interest to geneticists, as evolved programs often reveal properties - such as robustne ss and non-expressed DNA - that are analogous to many biological phenomena.