Applied Dynamic Programming
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Richard E. Bellman
and Stuart E Dreyfus
About this book
This comprehensive study of dynamic programming applied to numerical solution of optimization problems. It will interest aerodynamic, control, and industrial engineers, numerical analysts, and computer specialists, applied mathematicians, economists, and operations and systems analysts.
Originally published in 1962.
The Princeton Legacy Library uses the latest print-on-demand technology to again make available previously out-of-print books from the distinguished backlist of Princeton University Press. These editions preserve the original texts of these important books while presenting them in durable paperback and hardcover editions. The goal of the Princeton Legacy Library is to vastly increase access to the rich scholarly heritage found in the thousands of books published by Princeton University Press since its founding in 1905.
Topics
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Frontmatter
i -
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Introduction
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Contents
xiii -
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CHAPTER I. One-dimensional Allocation Processes
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CHAPTER II. Multidimensional Allocation Processes
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CHAPTER III. One-dimensional Smoothing and Scheduling Processes
103 -
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CHAPTER IV. Optimal Search Techniques
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CHAPTER V. Dynamic Programming and the Calculus of Variations
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CHAPTER VI. Optimal Trajectories
207 -
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CHAPTER VII. Multistage Production Processes Utilizing Complexes of Industries
234 -
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CHAPTER VIII. Feedback Control Processes
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CHAPTER IX. Computational Results for Feedback Control Processes
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CHAPTER X. Linear Equations and Quadratic Criteria
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CHAPTER XI. Markovian Decision Processes
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CHAPTER XII. Numerical Analysis
322 -
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Appendix I. On a Transcendental Curve
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Appendix II. A New Approach to the Duality Theory of Mathematical Programming
340 -
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Appendix III. A Computational Technique Based on Successive Approximations in Policy Space
348 -
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Appendix IV. On a New Functional Transform in Analysis: The Maximum Transform
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Appendix V. The RAND Johnniac Computer
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Name Index
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Subject Index
362