Deterministic weight evolution algorithm for solving local minima problem

Sin Chun Ng, Chi Chung Cheung, Shu Hung Leung

Research output: Journal article publicationJournal articleAcademic researchpeer-review

7 Citations (Scopus)

Abstract

The behavior of the weight evolution algorithm with deterministic perturbation is presented. The new algorithm evolves the innermost layer of weights in order to escape from local minima. Simulation results have shown that the use of weight evolution with deterministic perturbation leads to an increase in the global convergence percentage, as compared with other traditional methods.

Original languageEnglish
Pages (from-to)1039-1041
Number of pages3
JournalElectronics Letters
Volume36
Issue number12
DOIs
Publication statusPublished - 8 Jun 2000
Externally publishedYes

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

Cite this