15.094J Systems Optimization: Models and Computation (SMA 5223) (MIT)
This class is an applications-oriented course covering the modeling of large-scale systems in decision-making domains and the optimization of such systems using state-of-the-art optimization tools. Application domains include: transportation and logistics planning, pattern classification and image processing, data mining, design of structures, scheduling in large systems, supply-chain management, financial engineering, and telecommunications systems planning. Modeling tools and techniques include linear, network, discrete and nonlinear optimization, heuristic methods, sensitivity and post-optimality analysis, decomposition methods for large-scale systems, and stochastic optimization. 15.094J Systems Optimization: Models and Computation (SMA 5223) (MIT) course was also taught as part of the Singapore-MIT Alliance (SMA) programme as course number SMA 5223 (System Optimisation: Models and Computation).
- Source: Massachusetts Institute of Technology
- Language: English
- Author: Sun, Jie
- Lisence Terms: Content within individual OCW courses is (c) by the individual authors unless otherwise noted. MIT OpenCourseWare materials are licensed by the Massachusetts Institute of Technology under a Creative Commons License (Attribution-NonCommercial-ShareAlike). For further information see http://ocw.mit.edu/terms/index.htm
- Tags: decision making, management, Mathematical optimization, modeling of large-scale system, optimization software, telecommunications system planning, 15.094J, 15.094, 1.142J, 1.142, SMA 5223,
- Course Publishing Date: Oct 13, 2005