Abstract: Genetic Algorithm specially invented with for development of natural selection and genetic ideas. These are the basic algorithm used to generate solution for optimization problems with some natural evolution techniques which are inheritance, mutation, selection and crossover. The biologist explains that the life at the level of complexity that we observe could be evolved in the relatively short time. The father of the original Genetic Algorithm was John Holland who invented it in the year 1970 and Charles Darwin represent a method of a random search for a defined search space to solve a problem. Generally a population of string is used to encode candidate’s solutions to an optimization problem represent for better solutions in binary 0s and 1s strings and this evolution usually starts from a population of randomly generated individuals in generations.