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Linear Programming

Foundations and Extensions

This Third Edition introduces the latest theory and applications in optimization. It emphasizes constrained optimization, beginning with linear programming and then proceeding to convex analysis, network flows, integer programming, quadratic programming, and convex optimization. You’ll discover a host of practical business applications as well as non-business applications. With its focus on solving practical problems, the book features free C programs to implement the major algorithms covered. The book’s accompanying website includes the C programs, JAVA tools, and new online instructional tools and exercises.

In this chapter, we shall study an application of linear programming to an area of
statistics called regression. As a specific example, we shall use size and iteration
- count data collected from a standard suite of linear programming problems to ...