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Multi-objective MaxiMin Sorting Scheme.
- Source :
- Evolutionary Multi-Criterion Optimization; 2005, p165-175, 11p
- Publication Year :
- 2005
-
Abstract
- Obtaining a well distributed non-dominated Pareto front is one of the key issues in multi-objective optimization algorithms. This paper proposes a new variant for the elitist selection operator to the NSGA-II algorithm, which promotes well distributed non-dominated fronts. The basic idea is to replace the crowding distance method by a maximin technique. The proposed technique is deployed in well known test functions and compared with the crowding distance method used in the NSGA-II algorithm. This comparison is performed in terms of achieved front solutions distribution by using distance performance indices. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISBNs :
- 9783540249832
- Database :
- Supplemental Index
- Journal :
- Evolutionary Multi-Criterion Optimization
- Publication Type :
- Book
- Accession number :
- 32689708