Abstract: Software testing is one of the very essential phase of the SDLC .in this phase we have to generate lots of test cases for testing applications. As principal says exhaustive testing is not possible, here we can use the genetic algorithm to reduce the number of test cases as well as select best test cases that can give effective result. Genetic algorithm is based on fittest of survival concept so here we select fittest test case that can give appropriate result.