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Hybridizing GWO with PSOGSA for Solving Global Optimization and ELD Problem


Author(s):

Anamika , D.A.V.I.E.T., Jalandhar, Punjab, India; Mrs. Shivani Mehta, D.A.V.I.E.T., Jalandhar, Punjab, India; Dr.Sudhir Sharma, D.A.V.I.E.T., Jalandhar, Punjab, India

Keywords:

GWO, PSOGSA, Economic Load Dispatch

Abstract:

A new hybrid population-based algorithm PSOGSA combining GWO is proposed in this paper (GWO-PSOGSA). This paper achieves improved results using GWO and PSOGSA by synthesizing both algorithms’ strength. Few standardized benchmark test functions are used for comparison of hybrid algorithm with the standard GWO. Hybrid GWO is implemented on ELD problem using 3 unit and 6 unit systems. Results obtained proved that hybrid algorithm achieves better capability with faster convergence when compared with the standard GWO, Cuckoo search algorithm and Lambda iteration method.


Other Details:

Manuscript Id :IJSTEV2I12194
Published in :Volume : 2, Issue : 12
Publication Date: 01/07/2016
Page(s): 579-585
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