Modern Computational Applications of Dynamic Programming

author

  • Stuart Dreyfus Department of Industrial Engineering and Operations Research, University of California at Berkeley, CA 94720, USA
Abstract:

Computational dynamic programming, while of some use for situations typically encountered in industrial and systems engineering, has proved to be of much greater significance in many areas of computer science. We review some of these applications here.

Upgrade to premium to download articles

Sign up to access the full text

Already have an account?login

similar resources

Computational Linguistics Advanced Dynamic Programming in Computational Linguistics: Theory, Algorithms and Applications Tutorial notes

Dynamic Programming (DP) is an important class of algorithms widely used in many areas of speech and language processing. Recently there have been a series of work trying to formalize many instances of DP algorithms under algebraic and graph-theoretic frameworks. This tutorial surveys two such frameworks, namely semirings and directed hypergraphs, and draws connections between them. We formaliz...

full text

Techniques in Computational Stochastic Dynamic Programming

Excerpted Section A. MARKOV CHAIN APPROXIMATION Another approach to finite differences is the well developed Markov Chain Approximation (MCA) of Kushner [3, 4]. Recent developments are surveyed and further advanced by Kushner [5], and by Kushner and Dupuis [6], with special attention to methods for jump and reflected diffusions. This method applies a Markov chain approximation to continuous tim...

full text

Computational Methods for Large-Scale Dynamic Programming

Description: This course offers an introduction to the methodology of large-scale dynamic programming, with emphasis on computational methods and applications. The objective is to provide students in the areas of operations management, finance and economics with working knowledge of the dynamic programming methodology and state-of-the-art approaches for dealing with the curse of methodology. By...

full text

Dynamic Programming: A Computational Tool (Studies in Computational Intelligence)

This book provides a practical introduction to computationally solving discrete optimization problems using dynamic programming. From the examples presented, readers should more easily be able to There is capable to predict at state space agency. Text summarizes our system is calculated three columns. The dynamic programming method posm compares probabilities as this is slightly more efficient ...

full text

dynamic coloring of graph

در این پایان نامه رنگ آمیزی دینامیکی یک گراف را بیان و مطالعه می کنیم. یک –kرنگ آمیزی سره ی رأسی گراف g را رنگ آمیزی دینامیکی می نامند اگر در همسایه های هر رأس v?v(g) با درجه ی حداقل 2، حداقل 2 رنگ متفاوت ظاهر شوند. کوچکترین عدد صحیح k، به طوری که g دارای –kرنگ آمیزی دینامیکی باشد را عدد رنگی دینامیکی g می نامند و آنرا با نماد ?_2 (g) نمایش می دهند. مونت گمری حدس زده است که تمام گراف های منتظم ...

15 صفحه اول

My Resources

Save resource for easier access later

Save to my library Already added to my library

{@ msg_add @}


Journal title

volume 4  issue 3

pages  152- 155

publication date 2010-11-01

{@ msg @}

By following a journal you will be notified via email when a new issue of this journal is published.

Keywords

Hosted on Doprax cloud platform doprax.com

copyright © 2015-2023