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Igor Griva Stephen Nash Ariela Sofer

Linear and Nonlinear Optimization / Igor Griva - xxii, 742 pages : illustrations ; :27 cm

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 method

This book introduces the applications, theory, and algorithms of linear and nonlinear optimization, with an emphasis on the practical aspects of the material. Its unique modular structure provides flexibility to accommodate the varying needs of instructors, students, and practitioners with different levels of sophistication in these topics. The succinct style of this second edition is punctuated with numerous

ISBN: 9789389235374

Subjects--Topical Terms:
Mathematics
Linear programming.
Nonlinear programming.

Dewey Class. No.: 519.72 GRI