Approximate Dynamic Programming: Solving the Curses of Dimensionality
Warren B. Powell examines Approximate Dynamic Programming as an approach to solving complex decision and optimization problems affected by the curse of dimensionality. This specialized title presents a mathematical and computational perspective on managing high-dimensional problems when exact dynamic programming methods are impractical.
About This Book
Approximate Dynamic Programming: Solving the Curses of Dimensionality is a specialized work by Warren B. Powell.
The book focuses on approximate dynamic programming, a collection of methods for addressing decision problems with many possible states, actions, and outcomes.
Its subject lies at the intersection of mathematics, computer science, optimization, and operations research.
The title emphasizes the challenge known as the curse of dimensionality and the use of approximation to make complex dynamic programming problems more manageable.
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