%0 Journal Article %T Different Aspects of Evolutionary Algorithms, Multi-Objective Optimization Algorithms and Application Domain %A Dhirendra Pal Singh %A Ashish Khare %J International Journal of Advanced Networking and Applications %D 2011 %I Eswar Publications %X 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. %K Evolutionary Program %K Evolutionary Strategy %K Genetic Algorithm %K Multi-Objective Optimization Problems %K Optimization %K Single Objective Optimization Problems %U http://www.ijana.in/papers/10.7.pdf