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6.231 Dynamic Programming and Stochastic Control, Fall 2002
(2002-12)
Sequential decision-making via dynamic programming. Unified approach to optimal control of stochastic dynamic systems and Markovian decision problems. Applications in linear-quadratic control, inventory control, and resource ...
6.253 Convex Analysis and Optimization, Spring 2004
(2004-06)
6.253 develops the core analytical issues of continuous optimization, duality, and saddle point theory, using a handful of unifying principles that can be easily visualized and readily understood. The mathematical theory ...
6.251J / 15.081J Introduction to Mathematical Programming, Fall 2002
(2002-12)
This course offers an introduction to optimization problems, algorithms, and their complexity, emphasizing basic methodologies and the underlying mathematical structures. The main topics covered include: Theory and algorithms ...
6.00SC Introduction to Computer Science and Programming, Spring 2011
(2011-06)
This subject is aimed at students with little or no programming experience. It aims to provide students with an understanding of the role computation can play in solving problems. It also aims to help students, regardless ...
6.253 Convex Analysis and Optimization, Spring 2010
(2010-06)
This course will focus on fundamental subjects in (deterministic) optimization, connected through the themes of convexity, geometric multipliers, and duality. The aim is to develop the core analytical and computational ...
6.094 Introduction to MATLAB®, January IAP 2009
(2009)
This course provides an aggressively gentle introduction to MATLAB®. It is designed to give students fluency in MATLAB, including popular toolboxes. The course consists of interactive lectures with a computer running ...
6.094 Introduction to MATLAB, January IAP 2010
(2010)
This course provides an aggressively gentle introduction to MATLAB®. It is designed to give students fluency in MATLAB, including popular toolboxes. The course consists of interactive lectures with students doing sample ...