ABSTRACT
This paper presents the basic introduction of the Optimization, Multi-Objective Optimization algorithms, MultiObjective 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.
Keywords: - Evolutionary Program, Evolutionary Strategy, Genetic Algorithm, Multi-Objective Optimization
Problems, Optimization, Single Objective Optimization Problems .