Coverage of several areas of interest in optimization, with proofs of some major results. Convex sets and functions. Optimality conditions in nonlinear optimization. Lagrangian duality. Linear, quadratic, and conic optimization. Convex relaxations of integer optimization problems. Stochastic optimization.
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