Multi-agent based differential evolution algorithm for economic dispatch with generator constraints
Joint Authors
Sivasubramani, S.
Swarup, K. Shanti
Source
Issue
Vol. 5, Issue 4 (31 Dec. 2009), pp.1-13, 13 p.
Publisher
Publication Date
2009-12-31
Country of Publication
Algeria
No. of Pages
13
Main Subjects
Engineering & Technology Sciences (Multidisciplinary)
Topics
Abstract EN
This paper proposes a multi-agent based differential evolution algorithm for solving economic dispatch problem considering ramp rate limit and prohibited operating zones.
In this work, multivalent system (MAS) concept is integrated with differential evolution (DE) to form a multivalent based differential evolution (MADE) algorithm.
In MADE, a member in the population is treated as an agent.
They all live in a lattice like environment.
Neighborhood competition and cooperation among agents and differential evolution approach make this algorithm reach optimum value quickly.
The proposed MADE has been applied to three test systems namely 3unit, 6 unit and 15 unit systems and the results are compared with DE and existing approaches.
Simulation results show that MADE gives better value and converges quickly to optimum values than earlier reported methods.
American Psychological Association (APA)
Sivasubramani, S.& Swarup, K. Shanti. 2009. Multi-agent based differential evolution algorithm for economic dispatch with generator constraints. Journal of Electrical Systems،Vol. 5, no. 4, pp.1-13.
https://search.emarefa.net/detail/BIM-169748
Modern Language Association (MLA)
Sivasubramani, S.& Swarup, K. Shanti. Multi-agent based differential evolution algorithm for economic dispatch with generator constraints. Journal of Electrical Systems Vol. 5, no. 4 (Dec. 2009), pp.1-13.
https://search.emarefa.net/detail/BIM-169748
American Medical Association (AMA)
Sivasubramani, S.& Swarup, K. Shanti. Multi-agent based differential evolution algorithm for economic dispatch with generator constraints. Journal of Electrical Systems. 2009. Vol. 5, no. 4, pp.1-13.
https://search.emarefa.net/detail/BIM-169748
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 12-13
Record ID
BIM-169748