NEURAL-NETWORK DESIGN BASED ON EVOLUTIONARY PROGRAMMING

Authors
FANG J XI YG
Citation
J. Fang et Yg. Xi, NEURAL-NETWORK DESIGN BASED ON EVOLUTIONARY PROGRAMMING, Artificial intelligence in engineering, 11(2), 1997, pp. 155-161
Citations number
8
Categorie Soggetti
Computer Application, Chemistry & Engineering","Computer Science Artificial Intelligence",Engineering
Journal title
Artificial intelligence in engineering → ACNP
ISSN journal
09541810
Volume
11
Issue
2
Year of publication
1997
Pages
155 - 161
Database
ISI
SICI code
0954-1810(1997)11:2<155:NDBOEP>2.0.ZU;2-L
Abstract
In this paper, a new design method for neural networks is presented ba sed on evolutionary programming. By using an evolutionary algorithm th e structure and weights of static neural networks can be simultaneousl y acquired. This method is further extended to design recurrent neural networks through introducing 'delayed links' into networks. Simulatio n results are also given to illustrate the efficiency of the proposed method. (C) 1997 Elsevier Science Ltd.