Quadratic programming is one of the types of . There is no single method available forrnsolving quadratic programming problem. So a number of methods have been developedrnfor solving quadratic programming problems. In this paper we consider and method,rnmethod and . Method and penalty method are very important methods to solve equality,rninequality and mixed constraint quadratic programming problems