Optimization Theory
Principle of Optimality
Bellman's Equation
Value Functions
Policy Functions
Backward Induction
Forward Recursion
Discounted Problems
Undiscounted Problems
States, Actions, and Transitions
Reward Functions
Policies and Value Functions
Shortest Path Problems
Resource Allocation Over Time
Inventory Control Models
Optimal Stopping Problems
Stochastic Control Problems
Curse of Dimensionality
Approximation Methods
Function Approximation
Approximate Dynamic Programming
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7. Integer and Combinatorial Optimization
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9. Stochastic Optimization