Specifications

Number of references: 11
Main heading: Electric network analysis
Controlled terms: Electrical engineering - Technology
Uncontrolled terms: Active gate control - Circuit elements - Collector-emitter voltage -
Experimental system - Parameters design - Parameters selection - Series-connected
- Voltage balancing
Classification code: 703.1.1 Electric Network Analysis - 709 Electrical Engineering, General
- 901 Engineering Profession
Database: Compendex
Compilation and indexing terms, © 2013 Elsevier Inc.
8.
Accession number: 20131416161808
Title: Chainlike multi-population multi-agent evolutionary algorithm
Authors: Wu, Ya-Li1 ; Jin, Xiao-Yi1 ; Liu, Ge1/吴亚丽;靳笑一;刘格
Author affiliation: 1 Automation and Information Engineering School, Xi'an University of
Technology, Xi'an Shaanxi 710048, China
Corresponding author: Wu, Y.-L. ([e-mail])
Source title: Kongzhi Lilun Yu Yingyong/Control Theory and Applications
Abbreviated source title: Kong Zhi Li Lun Yu Ying Yong
Volume: 30
Issue: 1
Issue date: January 2013
Publication year: 2013
Pages: 37-53
Language: Chinese
ISSN: 10008152
CODEN: KLYYEB
Document type: Journal article (JA)
Publisher: South China University of Technology, Guangzhou, 510640, China
Abstract: We propose a novel chainlike multi-population multi-agent evolutionary algorithm
which combines the dynamic neighborhood environment chainlike structure with the
evolutionary framework of multi-population. This algorithm provides the evolution structure for
multi-populations interaction. Agents in the population increase their own energy by competition,
cooperation and self-study with its dynamic neighborhood agents. The chainlike structure
improves the efficiency of algorithms and reduces the computational complexity. The interaction
of information among various populations in a regular period of time improves the diversity of
the population and decreases the possibility of sticking at local optima. Theoretical analysis and
simulation of multiple test functions show that the new algorithm is very good for handling
high-dimension optimization problems.
Number of references: 11
Main heading: Evolutionary algorithms
Uncontrolled terms: Analysis and simulation - Chainlike structure - Dynamic
neighborhood - Evolution structure - Evolutionary framework - High-dimension
optimization problems - Multi population - Regular periods