Due to the various requests from consumers and rapidly changing market, the product design is continuously changing and the new products are manufactured in various forms. To satisfy this condition, companies must make the product design robust with better quality. However, considering many parameters and increasing the level of each parameter in product design can lead us to a difficult situation. In order to solve this problem, this paper attempts to develop an algorithm that takes into account more parameters and increased level of parameters using Genetic Algorithms. As a result of this study, we can use this algorithm for designing the parameters of new product since it can search the level of parameters in more detail and wider range.