Dynamic Programming
Finite States
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Estimated delivery time: In stock at the publisher, but not at Prospero's office. Delivery time approx. 3-5 weeks.
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Product details:
- Publisher Cambridge University Press
- Date of Publication 31 July 2025
- ISBN 9781009540797
- Binding Hardback
- No. of pages384 pages
- Size 244x170x22 mm
- Weight 870 g
- Language English 683
Categories
Short description:
Provides a rigorous and unified presentation of recent advances in dynamic programming, along with code, algorithms, and many applications.
MoreLong description:
Dynamic programming (DP) is a sub-field of optimization concerned with sequential decision making over time. The essential ideas of DP have been adopted in many applications, from robotics and AI to the sequencing of DNA. It is used around the world to control aircraft, route shipping, test products, recommend information on media platforms and solve major research problems. Dynamic Programming: Finite States treats the theory of dynamic programming and its applications in economics, finance, and operations research. It contains classical results on dynamic programming as well as extensions created by researchers and practitioners as they wrestle with formulating and solving dynamic models that can explain patterns observed in data. Adopting an abstract framework that provides great generality, this book facilitates rapid progress to the research frontier by combining rigorous theory with numerous applications, many solved exercises, and detailed open-source computer code.
MoreTable of Contents:
1. Introduction; 2. Operators and Fixed Points; 3. Markov Dynamics; 4. Optimal Stopping; 5. Markov Decision Processes; 6. Stochastic Discounting; 7. Nonlinear Valuation; 8. Recursive Decision Processes; 9. Abstract Dynamic Programming; 10; Continuous Time.
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