NDLI: Investigating binary PSO parameter influence on the knights cover problem

Content Provider	IEEE Xplore Digital Library
Author	Franken, N. Engelbrecht, A.P.
Copyright Year	2003
Description	Author affiliation: Dept. of Comput. Sci., Pretoria Univ. (Franken, N.; Engelbrecht, A.P.)
Abstract	The underlying relationship between various PSO parameters is experimentally examined by applying the binary PSO (BinPSO) algorithm to solve the knights cover problem. An exhaustive analysis of the cognitive and social acceleration constants is performed, as well as an investigation into the influence of an increased maximum velocity on overall performance. An intuitive visualisation method eases the analysis of experimental results, and certain assumptions about the direct mapping of continuous PSO to BinPSO parameter values are corrected. The effects of increasing the complexity of the problem are also directly studied and recommendations made to improve performance under larger board sizes
Starting Page	282
Ending Page	289
File Size	4686571
Page Count	8
File Format	PDF
ISBN	0780393635
DOI	10.1109/CEC.2005.1554696
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2005-09-02
Publisher Place	UK
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Computer science Africa Game theory Performance analysis Acceleration Visualization Particle swarm optimization Intelligent agent Neural networks Protection
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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Investigating binary PSO parameter influence on the knights cover problem