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Solution of Economic Load Dispatch (ELD) Problem by Path Relinking (PR) Algorithm

by Christos Drosos, Ioannis Trichas, Aristidis Vlachos
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 145 - Number 3
Year of Publication: 2016
Authors: Christos Drosos, Ioannis Trichas, Aristidis Vlachos
10.5120/ijca2016910522

Christos Drosos, Ioannis Trichas, Aristidis Vlachos . Solution of Economic Load Dispatch (ELD) Problem by Path Relinking (PR) Algorithm. International Journal of Computer Applications. 145, 3 ( Jul 2016), 41-44. DOI=10.5120/ijca2016910522

@article{ 10.5120/ijca2016910522,
author = { Christos Drosos, Ioannis Trichas, Aristidis Vlachos },
title = { Solution of Economic Load Dispatch (ELD) Problem by Path Relinking (PR) Algorithm },
journal = { International Journal of Computer Applications },
issue_date = { Jul 2016 },
volume = { 145 },
number = { 3 },
month = { Jul },
year = { 2016 },
issn = { 0975-8887 },
pages = { 41-44 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume145/number3/25261-2016910522/ },
doi = { 10.5120/ijca2016910522 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:47:49.452674+05:30
%A Christos Drosos
%A Ioannis Trichas
%A Aristidis Vlachos
%T Solution of Economic Load Dispatch (ELD) Problem by Path Relinking (PR) Algorithm
%J International Journal of Computer Applications
%@ 0975-8887
%V 145
%N 3
%P 41-44
%D 2016
%I Foundation of Computer Science (FCS), NY, USA
Abstract

This paper presents a solution of the Economic Load Dispatch (ELD) problem, using the Path Relinking Algorithm (PR). Generally, PR is a population-based meta-heuristic technique to integrate intensification and diversification strategies in a search procedure. Also, to explore trajectories that connect elite solutions .The economic load dispatch problem is formulated as the minimization of the production cost function, expressed as a quadratic polynomial, subject to the power balance constraints and to the generation limits constraints. The proposed approach has been applied in five generators units. The comparison with the real-coded genetic algorithm (RCGAs), the binary-coded genetic algorithm (BCGAs) and the classical optimization technique of Quasi-Newton, demonstrates the superiority of the PR algorithm and confirms its potential to solve the ELD problem.

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Index Terms

Computer Science
Information Sciences

Keywords

Economic Load Dispatch Problem meta-heuristic optimization Path Relinking algorithm.

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