Ravindran Kannan, Hariharan Narayanan, Random Walks on Polytopes and an Affine Interior Point Method for Linear Programming, Mathematics of Operations Research, Vol. 37, No. 1 (February 2012), pp.

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