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Multi-objective evolutionary algorithms which use non-dominated sortingand sharing have been mainly criticized for their (i) computationalcomplexity (where is the number of objectives and is the population size),(ii) non-elitism approach, and (iii) the need for specifying a sharing parameter. Inthis paper, we suggest a non-dominated sorting based multi-objective evolutionaryalgorithm (we called it the Non-dominated Sorting GA-II or NSGA-II) whichalleviates all the above three difficu
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