To safeguard the quality of the products machined at the least costs along with the greatest amount of efficiency during machining, the selection of the ideal parameters is very necessary. Usually the working of an experienced operator is very necessary for the selection of an ideal cutting condition for the metal. But it is very difficult for a qualified operator to prevail ideal cutting conditions for each time. Due to the unorganized nature of the processes during machining the engineers are looking for methods which are more efficient for attaining optimization.The main aim in the design process is to bring the production cost to the least amount or to bring the profit to the maximum height. The goal of the research is to construct a flavorful algorithm for the optimization by making use of the suggestions given by the environment and using these solutions for solving the problems of optimization that really exists in the process of the manufacturing. The designs having one or more than one solutions are provided by the users for the optimum algorithms and there is a repeated check on all the possible solutions of the new designs that exist for provision of the real optimum result. For the roughness of the surface, a mathematical model is evolved by making the use of the response surface analysis.