Different Aspects of Evolutionary Algorithms, Multi-Objective Optimization Algorithms and Application Domain

This paper presents the basic introduction of the Optimization, Multi-Objective Optimization algorithms, Multi Objective Optimization Problems and its application domain. It also emphasizes the differences and needs of the optimization on the basis of a single objective and multi objective criteria. It explains various techniques to evaluate the Multi-Objective Optimization Problems. We present the gracefulness of Genetic Algorithms for solving the problems through Multi-Objective Genetic Algorithms and also compare various methods. We also represent the difficulties came in to consideration to solve a Multi-Objective Optimization Problem.