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http://nopr.niscpr.res.in/handle/123456789/56130| 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] |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| JSIR 80(2) 129-136.pdf | 1.39 MB | Adobe PDF | View/Open |
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