Dynamic Programming

Author: Moshe Sniedovich
Publisher: CRC Press
ISBN: 9781420014631
Size: 76.31 MB
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In this concluding chapter I round out my discussion of the question “What is
dynamic programming?” by looking at dynamic programming not from the
perspective from which I have investigated it thus far namely as an optimization
method but, from a perspective which reveals it to be a basic solution strategy
with a far broader scope of operation. To this end I formulate an abstract dynamic
programing model which enables showing that, in essence, dynamic
programming is a ...

Adaptive Dynamic Programming With Applications In Optimal Control

Author: Derong Liu
Publisher: Springer
ISBN: 3319508156
Size: 22.32 MB
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Bertsekas DP (2013) Abstract dynamic programming. Athena Scientific, Belmont
7. Bertsekas DP (2016) Value and policy iterations in optimal control and
adaptive dynamic programming. IEEE Trans Neural NetwLearn Syst (Online
Available). doi:10.1109/TNNLS. 2015.2503980 8. Dierks T, Thumati BT,
Jagannathan S (2009) Optimal control of unknown affine nonlinear discrete-time
systems using offline-trained neural networks with proof of convergence. Neural
Netw22(5):851–860 9 ...

Artificial Intelligence And Soft Computing Part Ii

Author: Leszek Rutkowski
Publisher: Springer Science & Business Media
ISBN: 3642132316
Size: 34.86 MB
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Neurogenetic Approach for Solving Dynamic Programming Problems Matheus
Giovanni Pires and Ivan Nunes da Silva State University of Feira de Santana,
Department of Computer Engineering, CEP 44031-460, Feira de Santana, BA,
Brazil University of S ̃ao Paulo, Department of Electrical Engineering, CP 359, ...
http://laips.sel.eesc.usp.br Abstract. ... Usually, the solution of optimization
problems by dynamic programming involves the recurrence relations developed
by Bellman [5].

Mathematics Of Program Construction

Author: Tarmo Uustalu
Publisher: Springer Science & Business Media
ISBN: 3540356312
Size: 49.93 MB
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Recursion Schemes for Dynamic Programming Jevgeni Kabanov and Varmo
Vene Dept. of Computer Science, University of Tartu, J. Liivi 2, EE-50409 Tartu,
Estonia [email protected], [email protected] Abstract. Dynamic programming
is an algorithm design technique, which allows to improve efficiency by avoiding
re-computation of identical subtasks. We present a new recursion combinator,
dynamorphism, which captures the dynamic programming recursion pattern with
mem- ...

Optimization And Operations Research Volume I

Author: Ulrich Derigs
Publisher: EOLSS Publications
ISBN: 1905839480
Size: 24.87 MB
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Dynamic Programming, New York: Marcel Dekker. [Modern interpretation of
Bellman's conception of dynamic programming, including the principle of
optimality.] Verdu S. and Poor H.V. (1987). Abstract dynamic programming
models under commutativity conditions, SIAM Journal of Control and
Optimization 25(4), 990–1006. [Analysis of a dynamic programming approach to
problems that are not optimization problems.] Biographical Sketch Moshe
Sniedovich is an operations research ...

Programming Languages And Systems

Author: S. Doaitse Swierstra
Publisher: Springer
ISBN: 354049099X
Size: 77.61 MB
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Dynamic Programming via Static Incrementalization ⋆ Yanhong A. Liu and Scott
D. Stoller Computer Science Department, Indiana University, Bloomington, IN
47405 {liu,stoller}@cs.indiana.edu Abstract. Dynamic programming is an
important algorithm design technique. It is used for solving problems whose
solutions involve recursively solving subproblems that share subsubproblems.
While a straightforward recursive program solves common subsubproblems
repeatedly and often ...

Parameterized And Exact Computation

Author: Gregory Gutin
Publisher: Springer
ISBN: 3319038982
Size: 69.26 MB
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Speeding Up Dynamic Programming with Representative Sets⋆ An Experimental
Evaluation of Algorithms for Steiner Tree on Tree Decompositions Stefan Fafianie
, Hans L. Bodlaender, and Jesper Nederlof Utrecht University, The Netherlands ...
Abstract. Dynamic programming on tree decompositions is a frequently used
approach to solve otherwise intractable problems on instances of small treewidth.
In recent work by Bodlaender et al. [5], it was shown that for many connectivity ...

Optimization In Planning And Operation Of Electric Power Systems

Author: Karl Frauendorfer
Publisher: Springer Science & Business Media
ISBN: 366212646X
Size: 62.64 MB
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Lecture Notes of the SVOR/ASRO Tutorial Thun, Switzerland, October 14–16,
1992 Karl Frauendorfer, Hans Glavitsch, Rainer Bacher. DYNAMIC
für Wirtschaftstheorie und Operations Research University of Karlsruhe D-76128
Karlsruhe, Germany Abstract. Dynamic programming deals with sequential
decision processes, which are models of dynamic systems under the control of a
decision maker.

Controlled Markov Processes And Viscosity Solutions

Author: Wendell H. Fleming
Publisher: Springer Science & Business Media
ISBN: 0387310711
Size: 16.66 MB
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II.3 An abstract dynamic programming principle In this section, we discuss a
generalization of the dynamic programming principle I(4.3). Then in this abstract
set-up, the notion of viscosity solution to dynamic programming equations will be
introduced in the next section. Let E be closed subset of a Banach space and C
be a collection of functions on E which is closed under addition, i.e., ¢,1/>eCI>¢+
¢eC. The main object of our analysis is a two parameter family of operators {'7}, :
t0 § t ...