NDLI: Opposition based Particle Swarm Optimization with student T mutation (OSTPSO)

Content Provider	IEEE Xplore Digital Library
Author	Imran, M. Hashim, R. Khalid, N.E.A.
Copyright Year	2012
Description	Author affiliation: FSKTM, University Tun Hussein onn Malaysia (Imran, M.; Hashim, R.) \|\| FSKM University Teknologi MARA Malaysia (Khalid, N.E.A.)
Abstract	Particle swarm optimization (PSO) is a stochastic algorithm, used for the optimization problems, proposed by Kennedy [1] in 1995. PSO is a recognized algorithm for optimization problems, but suffers from premature convergence. This paper presents an Opposition-based PSO (OPSO) to accelerate the convergence of PSO and at the same time, avoid early convergence. The proposed OPSO method is coupled with the student T mutation. Results from the experiment performed on the standard benchmark functions show an improvement on the performance of PSO.
Starting Page	80
Ending Page	85
File Size	677819
Page Count	6
File Format	PDF
ISBN	9781467327176
e-ISBN	9781467327183
DOI	10.1109/DMO.2012.6329802
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-09-02
Publisher Place	Malaysia
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Sociology Student T distribution Benchmark testing Educational institutions Statistics PSO Equations Optimization Convergence PSO with student T distribution Modified PSO
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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Opposition based Particle Swarm Optimization with student T mutation (OSTPSO)