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Systems Optimization: Models And Computation (SMA 5223)


This class is an applications-oriented course protecting the modeling of large-scale programs in decision-making domains and the optimization of such programs utilizing state-of-the-art optimization instruments. Software domains embody: transportation and logistics planning, sample classification and picture processing, knowledge mining, design of buildings, scheduling in massive programs, supply-chain administration, monetary engineering, and telecommunications programs planning. Modeling instruments and methods embody linear, community, discrete and nonlinear optimization, heuristic strategies, sensitivity and post-optimality evaluation, decomposition strategies for large-scale programs, and stochastic optimization.



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