Approximate Dynamic Programming

Author: Warren B. Powell
Publisher: John Wiley & Sons
ISBN: 9780470182956
Size: 39.46 MB
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This groundbreaking book uniquely integrates four distinct disciplines—Markov design processes, mathematical programming, simulation, and statistics—to demonstrate how to successfully model and solve a wide range of real-life problems ...

Approximate Dynamic Programming For Dynamic Vehicle Routing

Author: Marlin Wolf Ulmer
Publisher: Springer
ISBN: 3319555111
Size: 28.86 MB
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A review of dynamic vehicle routing problems. European Journal of Operational
Research 225 (1): 1–11. Polya, George. 2014. How to solve it: A new aspect of
mathematical method. Princeton: Princeton University Press. Powell, Warren B.
2007. Approximate Dynamic Programming: Solving the Curses of Dimensionality,
vol. 703. Wiley Series in Probability and Statistics. New York: Wiley. Powell,
Warren B. 2009. What you should know about approximate dynamic
programming.

Operations Research Proceedings 2010

Author: Bo Hu
Publisher: Springer Science & Business Media
ISBN: 9783642200090
Size: 48.52 MB
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Bandit Processes and Dynamic Allocation Indices. Journal of the Royal Statistical
Society. Series B (Methodological), 41(2): 148–164, 1979. 3. Carlos Guestrin,
Daphne Koller, Ronald Parr, and Shobha Venkataraman. Efficient Solution
Algorithms for Factored MDPs. Journal of Artificial Intelligence Research, 19(1):
399–468, July 2003. 4. Warren B. Powell. Approximate Dynamic Programming:
Solving the Curses of Dimensionality. Wiley Series in Probability and Statistics.
John Wiley ...

Markov Decision Processes In Practice

Author: Richard J. Boucherie
Publisher: Springer
ISBN: 3319477668
Size: 19.47 MB
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13. 14. 15. 16. 17. 18. A. P ́erez Rivera, M.R.K. Mes, Dynamic multi-period freight
consolidation, in Computational Logistics, ed. by F. Corman, S. Voß, R.R.
Negenborn. Lecture Notes in Computer Science, vol. 9335 (Springer, Cham,
2015), pp. 370–385 W.B. Powell, Approximate Dynamic Programming: Solving
the Curses of Dimensionality. Wiley Series in Probability and Statistics (Wiley,
London, 2011) W.B. Powell, Perspectives of approximate dynamic programming.
Ann. Oper. Res.

Advances In Stochastic Dynamic Programming For Operations Management

Author: Frank Schneider
Publisher: Logos Verlag Berlin GmbH
ISBN: 3832536337
Size: 29.48 MB
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Stochastic programming in transportation and logistics. A. Ruszczynski, A.
Shapiro, eds., Stochastic Programming, Handbooks in Operations Research and
Management Science, vol. 10. Elsevier, 555 – 635. Powell, W.B. 2007.
Approximate Dynamic Programming: Solving the Curses of Dimensionality. Wiley
Series in Probability and Statistics, Wiley-Interscience. Powell, W.B., B. Van Roy.
2004. Approximate dynamic programming for high dimensional resource
allocation problems.

Unified Computational Intelligence For Complex Systems

Author: John Seiffertt
Publisher: Springer Science & Business Media
ISBN: 9783642031809
Size: 80.43 MB
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IEEE Transactions on Geoscience and Remote Sensing 39(9), 1969–1977 (2001
) Muttel, C.: The Black Scholes Equation in Quantum Calculus (2007) Potzsche,
C.: Chain rule and invariance principle on measure chains. J. Comput Appl. Math
. 141, 249–254 (2002) Powell, W.: Approximate Dynamic Programming: Solving
the Curses of Dimensionality. Wiley Series in Probability and Statistics, Hoboken
(2007) Principe, J., Euliano, N., Lefebvre, W.: Neural and Adaptive Systems.

Structural Econometric Models

Author: Eugene Choo
Publisher: Emerald Group Publishing
ISBN: 1783500530
Size: 46.80 MB
Format: PDF, Mobi
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Approximation theory and methods. New York, NY: Cambridge University Press.
Powell, W. B. (2011). Approximate dynamic programming: Solving the curses of
dimensionality (2nd ed.). Wiley Series in Probability and Statistic. Hoboken, NJ:
Wiley. Royden, H. L. (1988). Real analysis. Prentice Hall, Upper Saddle River, NJ
. Rust, J. (1987). Optimal replacement of GMC bus engines: An empirical model
of harold zurcher. Econometrica, 55, 999À1033. Rust, J. (1988). Maximum
likelihood ...

Value Based Planning For Teams Of Agents In Stochastic Partially Observable Environments

Author: Frans Oliehoek
Publisher: Amsterdam University Press
ISBN: 9056296108
Size: 61.66 MB
Format: PDF
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Exploiting Structure to Efficiently Solve Large Scale Partially Observable Markov
Decision Processes. PhD thesis, Department of Computer Science, University of
Toronto, 2005. W. B. Powell. Approximate Dynamic Programming: Solving the
Curses of Dimensionality. Wiley's Series in Probability and Statistics. Wiley-
Interscience, 2007. M. L. Puterman. Markov Decision Processes—Discrete
Stochastic Dynamic Programming. John Wiley & Sons, Inc., 1994. D. V. Pynadath
and M. Tambe ...

Optimal Control Of Switched Systems With Application To Networked Embedded Control Systems

Author: Daniel Görges
Publisher: Logos Verlag Berlin GmbH
ISBN: 3832530967
Size: 41.70 MB
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Cyber-physical systems: Close encounters between two parallel worlds.
Proceedings of the IEEE, 98(8):1363–1366, 2010. Warren B. Powell.
Approximate dynamic programming: Solving the curses of dimensionality. Wiley
Series in Probability and Statistics. John Wiley & Sons, Hoboken, NJ, 2007.
Athanasios Papoulis and S. Unnikrishna Pillai. Probability, Random Variables,
and Stochastic Processes. McGraw-Hill, Boston, MA, 4th edition, 2002. S. Joe Qin
and Thomas A. Badgwell.

Optimal Learning

Author: Warren B. Powell
Publisher: John Wiley & Sons
ISBN: 1118309847
Size: 55.63 MB
Format: PDF
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This book covers the fundamental dimensions of a learning problem and presents a simple method for testing and comparing policies for learning.