학술논문

Population structure and particle swarm performance
Document Type
Conference
Source
Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600) Evolutionary computation Evolutionary Computation, 2002. CEC '02. Proceedings of the 2002 Congress on. 2:1671-1676 vol.2 2002
Subject
Computing and Processing
Particle swarm optimization
Topology
Performance analysis
Algorithm design and analysis
Statistics
Lattices
Region 7
Performance evaluation
Testing
Social network services
Language
Abstract
The effects of various population topologies on the particle swarm algorithm were systematically investigated. Random graphs were generated to specifications, and their performance on several criteria was compared. What makes a good population structure? We discovered that previous assumptions may not have been correct.