Introduction to Ece 5759 Nonlinear Optimization Lec 38
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Ece 5759 Nonlinear Optimization Lec 38 Comprehensive Overview
Newsvendor problem, solving multi-stage stochastic program with recourse using dynamic Multi-armed bandit problems, lower bound on the achievable regret, UCB1 Algorithm. Markov decision problems, memoryless and stationary policies, Bellman operator, value iteration algorithm.
Banach Contraction Mapping Theorem.
Summary & Highlights for Ece 5759 Nonlinear Optimization Lec 38
- Dynamic
- Method of multipliers.
- Duality, Traveling salesman problem, Geometric Multiplier: Introduction.
- Geometric multiplier theory.
- Duality gap in convex problems.
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