This thesis presents an approach for solving the problem of determining a near optimal number of machines in order to minimize total cost in a Cellular Manufacturing System. In addition, all aspects and design of a Cellular Manufacturing System are discussed along with other related topics such as Group Technology and Plant Layout as applied to Cellular Manufacturing.