For decision making optimization plays the central role. In our time to take any decision, we use most modern scientific methods based on computer implementations. We know that, for solving Mathematical Programming problem various algorithms can be used, but only few of the methods will be affective for solving problems. Usually none of the algorithms have no relation with others and there is no universal algorithm to solve the problems. In this book first, we have shown how to formulate a business problem into a Mathematical Programming problem and next compare some methods of solving such...