UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 5 Issue 6
June-2018
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1806646


Registration ID:
184132

Page Number

292-306

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Title

GRASSHOPPER OPTIMIZATION ALGORITHM FOR SOLVING NONCONVEX ECONOMIC LOAD DISPATCH PROBLEM

Abstract

This paper introduces an optimization algorithm known as Grasshopper Optimization Algorithm (GOA) and implements it to most complex problems in power structure i.e. economic load dispatch. This introduced technique mathematically models and simulates the behavior of grasshopper flocks in nature for resolving optimization problems. It is employed to discover the optimal solution of the nonconvex cost function in an Economic Load Dispatch (ELD) to demonstrate its applicability. Detail of problem formulation and the solution techniques are given in this paper. Result demonstrates that the GOA is capable to deliver the better result compared to other well-recognized and latest developed techniques (nature-inspired algorithms) in literature. The outcomes of existent applications also verify the qualities of GOA in resolving real problems with unidentified search spaces.

Key Words

Economic Load Dispatch (ELD), Grasshopper Optimization Algorithm (GOA), Equality Constraints & Inequality Constraints, Valve-Point Effects

Cite This Article

"GRASSHOPPER OPTIMIZATION ALGORITHM FOR SOLVING NONCONVEX ECONOMIC LOAD DISPATCH PROBLEM", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 6, page no.292-306, June-2018, Available :http://www.jetir.org/papers/JETIR1806646.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"GRASSHOPPER OPTIMIZATION ALGORITHM FOR SOLVING NONCONVEX ECONOMIC LOAD DISPATCH PROBLEM", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 6, page no. pp292-306, June-2018, Available at : http://www.jetir.org/papers/JETIR1806646.pdf

Publication Details

Published Paper ID: JETIR1806646
Registration ID: 184132
Published In: Volume 5 | Issue 6 | Year June-2018
DOI (Digital Object Identifier):
Page No: 292-306
Country: sirsa , HARYANA, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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