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

Duration: 4 hours. This module will cover integer linear programming and its use in solving NP-hard (combinatorial optimization) problems. We will cover some examples of what integer linear ...

A quick breakdown of what happens during a linear optimization is illustrated in the example below: Imagine an operation that wants to minimize the costs of meeting sales demand. The available ...

Nonlinear unconstrained optimization, linear programming, nonlinear constrained optimization, various algorithms and search methods for optimization, and their analysis. Examples from various ...

Suvrajeet Sen, Julia L. Higle, An Introductory Tutorial on Stochastic Linear Programming Models, Interfaces, Vol. 29, No. 2 (Mar. - Apr., 1999), pp. 33-61. Free online reading for over 10 million ...