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Hybrid Krill Herd Algorithm With Vortex Search Operator For Global Numerical Optimization

Posted on:2020-12-03Degree:MasterType:Thesis
Country:ChinaCandidate:J YangFull Text:PDF
GTID:2370330599451730Subject:Applied Mathematics
Abstract/Summary:
In order to overcome the problem that the krill herd algorithm(KH)is premature due to the decrease of population diversity,a new hybrid vortex search KH(VSKH)algorithm has been developed for function optimization.The improvement involves adding a new hybrid vortex search(HVS)operator into the krill updating process for the purpose of dealing with optimization problems more efficiently.Using 20 benchmark functions for comparison experiments,the results show that the VSKH algorithm has higher accuracy.
Keywords/Search Tags:Krill herd algorithm, Global optimization, Vortex search operator
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