Successive Linear Programming (SLP), which is also known as the Method of Approximation Programming, solves nonlinear optimization problems via a sequence of linear programs. This paper reports on ...

Katsujiro Tachikawa, Hitomi Sakai, A Multi-Objective Optimization Method by Sequential Linear Programming, SAE Transactions, Vol. 97, Section 4: JOURNAL OF PASSENGER CARS (1988), pp. 901-907 ...

Formulate linear and integer programming problems for solving commonly encountered optimization problems. Understand how approximation algorithms compute solutions that are guaranteed to be within ...

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