15.093 / 2.098 Optimization Methods (SMA 5213), Fall 2004
Problems in infinite dimensions, calculus of variations, Lecture 1. (Image by Prof. Dimitris Bertsimas.)
课程重点
This course features a complete set of lecture notes and assignments with solutions.
课程描述
This course introduces the principal algorithms for linear, network, discrete, nonlinear, dynamic optimization and optimal control. Emphasis is on methodology and the underlying mathematical structures. Topics include the simplex method, network flow methods, branch and bound and cutting plane methods for discrete optimization, optimality conditions for nonlinear optimization, interior point methods for convex optimization, Newton's method, heuristic methods, and dynamic programming and optimal control methods.
This course was also taught as part of the Singapore-MIT Alliance (SMA) programme as course number SMA 5213 (Optimisation Methods).
