Thoroughly revised, this leading text on linear programming introduces new material on the simplex algorithm, polynomially- bounded algorithms and other algorithmic procedures. It gives ample consideration to the practical implementation of the simplex algorithm and its extensions, and features excellent coverage of Karmarkar's Algorithm, a new area of considerable research interest. The text contains all the material needed for not only a linear programming course but also a course on network flows.