In this equation, we minimize L with respect to w and b, and maximize with respect to alpha. The equation is currently in its primal form, which is very difficult and complicated to solve. This is because the primal form of the objective function in SVM has three variables. Therefore, we try to transform the function into its dual form. If the value of w and b needs to be minimum, then their respective partial differentiation with the function must be 0.