Linear and nonlinear optimization - Griva, Igor; Nash, Stephen (Stephen G.); Sofer, Ariela (Philadelphia : Society for Industrial and Applied Mathematics, 2009)
Optimization models -- Fundamentals of optimization -- Representation of linear constraints -- Geometry of linear programming -- The simplex method -- Duality and sensitivity -- Enhancements of the simplex method -- Network problems -- Computational complexity of linear programming -- Interior-point methods of linear programming -- Basics of unconstrained optimization -- Methods for unconstrained optimization -- Low-storage methods for unconstrained problems -- Optimality conditions for constrained problems -- Feasible-point methods -- Penalty and barrier methods.
Includes bibliographical references (p. 707-725) and index
Keywords: Linear programming; Nonlinear programming