Rate-Distortion Theory

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Explores energy systems modeling, optimization, and cost analysis for efficient operations.

Explores convexifying nonconvex problems through relaxation techniques, illustrated with total variation reconstruction examples.

Covers the optimization with constraints, focusing on the Karush-Kuhn-Tucker (KKT) conditions.

Explores the coin change problem, comparing greedy and dynamic programming algorithms for optimal solutions.

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Covers source coding, Kraft's inequality, mutual information, Huffman procedure, and properties of tropical sequences.

Covers optimization methods, focusing on gradient methods and line search techniques.