Deterministic weight evolution algorithm for solving local minima problem

Authors
Ng, SC Cheung, CC Leung, SH
Citation
Sc. Ng et al., Deterministic weight evolution algorithm for solving local minima problem, ELECTR LETT, 36(12), 2000, pp. 1039-1041
Citations number
8
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
ELECTRONICS LETTERS
ISSN journal
00135194 → ACNP
Volume
36
Issue
12
Year of publication
2000
Pages
1039 - 1041
Database
ISI
SICI code
0013-5194(20000608)36:12<1039:DWEAFS>2.0.ZU;2-0
Abstract
A new algorithm is proposed to enable local minima to be escaped from by ch anging the weights of a multi-layer neural network in a deterministic way. Simulation results show that the new algorithm always outperforms other tra ditional methods in achieving global convergence.