Mathematical Programming: Theory and Algorithms. This information is for the 2016/17 session. ... Introduction to theory and the solution of linear and nonlinear programming problems: including linear ...

The book also addresses linear programming duality theory and its use in algorithm design as well as the Dual Simplex Method, Dantzig-Wolfe decomposition, and a primal-dual interior point algorithm.

Linear Programming and Network Flows, Fourth Edition is an excellent book for linear programming and network flow courses at the upper-undergraduate and graduate levels.