Transcription of Multi-objective Optimization - UCCS
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Multi-objective Optimization - UCCS
IntroductionPareto-Optimal SolutionsEvolution of Multi-objective GAApproaches to Multi-objective GAMulti-objective OptimizationJugal K. KalitaUniversity of Colorado, Colorado Springs, USAM ulti-objective OptimizationIntroductionPareto-Optimal SolutionsEvolution of Multi-objective GAApproaches to Multi-objective GASingle vs. Multi-objective OptimizationSingle vs. Multi-objective OptimizationISingle Objective Optimization :When an optimizationproblem involves only one objective function, the task offinding the optimal solution is called :Find a CAR for me with Minimum Optimization :When an optimizationproblem involves more than one objective function, thetask of finding one or more optimal solutions is known asmulti-objective :Find a CAR for me with minimum cost andmaximum of Colorado, Colorado Springs, USAM ulti-objective OptimizationIntroductionPareto-Optimal SolutionsEvolution of Multi-objective GAApproaches to Multi-objective GAM
I Multiobjective Genetic Algorithm (MOGA) Fonseca, C. M. and Fleming, P. J: “Genetic algorithms for multiobjective optimization: formulation, discussion and generalization”, Proc. of the 5th Inter. Conf. on GAs, 1993. I Non-dominated Sorting Genetic Algorithm (NSGA)
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