Linear Programming: Basics, Simplex Algorithm, and Duality. Applications of Linear Programming: regression, classification and other engineering applications. Integer Linear Programming: Basics, ...

Starting from a number of motivating and abundant applications in $\S2$, including control of robots, eigenvalue computations, mechanical stress of materials, and statistical design, the authors ...

Methods of this class are receiving attention due to the development of efficient interior point techniques for solving subproblems with this structure, via formulating them as second-order cone ...