Improved Genetic Algorithm for Economic Load Dispatch with Valve-Point Loadings

S. H. Ling; H. K. Lam; Hung Fat Frank Leung; Y. S. Lee

doi:10.1109/IECON.2003.1280021

Improved Genetic Algorithm for Economic Load Dispatch with Valve-Point Loadings

S. H. Ling, H. K. Lam, Hung Fat Frank Leung, Y. S. Lee

The Hong Kong Polytechnic University

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

29 Citations (Scopus)

Abstract

Economic load dispatch is one of the optimization problems in power systems. This paper presents an improved genetic algorithm for economic load dispatch with valve-point loadings. New crossover and mutation operations are introduced. The solutions of the economic load dispatch with valve-point loadings under three cases are solved by the improved genetic algorithm. Test results are given and compared with those from different published genetic algorithms. It will be shown that the proposed improved genetic algorithm performs better than the published genetic algorithms.

Original language	English
Title of host publication	IECON Proceedings (Industrial Electronics Conference)
Pages	442-447
Number of pages	6
DOIs	https://doi.org/10.1109/IECON.2003.1280021
Publication status	Published - 1 Dec 2003
Event	The 29th Annual Conference of the IEEE Industrial Electronics Society - Roanoke, VA, United States Duration: 2 Nov 2003 → 6 Nov 2003

Conference

Conference	The 29th Annual Conference of the IEEE Industrial Electronics Society
Country/Territory	United States
City	Roanoke, VA
Period	2/11/03 → 6/11/03

Keywords

Economic load dispatch (ELD)
Genetic algorithm (GA)

ASJC Scopus subject areas

Electrical and Electronic Engineering

More information

10.1109/IECON.2003.1280021

http://hdl.handle.net/10397/1356

Cite this

@inproceedings{eb586713f5234084a1f1c34e5f6a4b9f,

title = "Improved Genetic Algorithm for Economic Load Dispatch with Valve-Point Loadings",

abstract = "Economic load dispatch is one of the optimization problems in power systems. This paper presents an improved genetic algorithm for economic load dispatch with valve-point loadings. New crossover and mutation operations are introduced. The solutions of the economic load dispatch with valve-point loadings under three cases are solved by the improved genetic algorithm. Test results are given and compared with those from different published genetic algorithms. It will be shown that the proposed improved genetic algorithm performs better than the published genetic algorithms.",

keywords = "Economic load dispatch (ELD), Genetic algorithm (GA)",

author = "Ling, {S. H.} and Lam, {H. K.} and Leung, {Hung Fat Frank} and Lee, {Y. S.}",

year = "2003",

month = dec,

day = "1",

doi = "10.1109/IECON.2003.1280021",

language = "English",

pages = "442--447",

booktitle = "IECON Proceedings (Industrial Electronics Conference)",

note = "The 29th Annual Conference of the IEEE Industrial Electronics Society ; Conference date: 02-11-2003 Through 06-11-2003",

}

TY - GEN

T1 - Improved Genetic Algorithm for Economic Load Dispatch with Valve-Point Loadings

AU - Ling, S. H.

AU - Lam, H. K.

AU - Leung, Hung Fat Frank

AU - Lee, Y. S.

PY - 2003/12/1

Y1 - 2003/12/1

N2 - Economic load dispatch is one of the optimization problems in power systems. This paper presents an improved genetic algorithm for economic load dispatch with valve-point loadings. New crossover and mutation operations are introduced. The solutions of the economic load dispatch with valve-point loadings under three cases are solved by the improved genetic algorithm. Test results are given and compared with those from different published genetic algorithms. It will be shown that the proposed improved genetic algorithm performs better than the published genetic algorithms.

AB - Economic load dispatch is one of the optimization problems in power systems. This paper presents an improved genetic algorithm for economic load dispatch with valve-point loadings. New crossover and mutation operations are introduced. The solutions of the economic load dispatch with valve-point loadings under three cases are solved by the improved genetic algorithm. Test results are given and compared with those from different published genetic algorithms. It will be shown that the proposed improved genetic algorithm performs better than the published genetic algorithms.

KW - Economic load dispatch (ELD)

KW - Genetic algorithm (GA)

UR - http://www.scopus.com/inward/record.url?scp=1442329319&partnerID=8YFLogxK

U2 - 10.1109/IECON.2003.1280021

DO - 10.1109/IECON.2003.1280021

M3 - Conference article published in proceeding or book

SP - 442

EP - 447

BT - IECON Proceedings (Industrial Electronics Conference)

T2 - The 29th Annual Conference of the IEEE Industrial Electronics Society

Y2 - 2 November 2003 through 6 November 2003

ER -

Improved Genetic Algorithm for Economic Load Dispatch with Valve-Point Loadings

Abstract

Conference

Keywords

ASJC Scopus subject areas

More information

Other files and links

Fingerprint

Cite this