Dynamic Programming: Models and Applications

Dynamic Programming: Models and Applications

by Eric V. Denardo
     
 


Introduction to sequential decision processes covers use of dynamic programming in studying models of resource allocation, methods for approximating solutions of control problems in continuous time, production control, more. 1982 edition.
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Overview


Introduction to sequential decision processes covers use of dynamic programming in studying models of resource allocation, methods for approximating solutions of control problems in continuous time, production control, more. 1982 edition.

Product Details

ISBN-13:
9780486428109
Publisher:
Dover Publications
Publication date:
04/23/2003
Series:
Dover Books on Computer Science Series
Pages:
240
Sales rank:
1,478,837
Product dimensions:
8.30(w) x 5.30(h) x 0.50(d)

Table of Contents


1. Introduction to Sequential Decision Processes.
2. The Prototype Sequential Decision Process.
3. Allocation, Marginal Analysis, and Lagrange Multipliers.
4. Stages, Grids, and Discretizing Control Problems.
5. Production Control and Network Flow.
6. A Markov Decision Model.
7. Inventory Control: (s, S)-Policies.
8. A Discounted Markov Decision Model.
Supplements: 1. Data Structures. 2. Convex Functions.

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