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Title: Non-Dominated Sorting Social Group Optimization Algorithm for Multi-Objective Optimization
Authors: Naik, Anima
Jena, Junali Jasmine
Satapathy, Suresh Chandra
Keywords: Crowding distance;Posterior Approach;Pareto fronts;Ranks
Issue Date: Feb-2021
Publisher: NISCAIR-CSIR, India
Abstract: In this paper, authors have proposed a posterior multi-objective optimization algorithm named Non-dominated Sorting Social Group Optimization (NSSGO) for multi-objective optimization. ‘Non-dominated Sorting’ is the technique of sorting the population into several non-domination levels and ‘Crowding Distance’ is a concept used for maintaining diversity among the current best solutions. The algorithm acquires the combined concept of both. The proposed algorithm was simulated on a set of multi-objective CEC 2009 functions and competitive results were obtained.
Page(s): 129-136
ISSN: 0975-1084 (Online); 0022-4456 (Print)
Appears in Collections:JSIR Vol.80(02) [February 2021]

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