Handbook Of Learning And Approximate Dynamic Programming

Author: Jennie Si
Publisher: John Wiley & Sons
ISBN: 9780471660545
Size: 37.66 MB
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In this volume, leading experts in the field summarize the latest research in areas including: Reinforcement learning and its relationship to supervised learning Model-based adaptive critic designs Direct neural dynamic programming ...

Approximate Dynamic Programming

Author: Warren B. Powell
Publisher: John Wiley & Sons
ISBN: 111802916X
Size: 67.79 MB
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This beautiful book fills a gap in the libraries of OR specialists and practitioners." —Computing Reviews This new edition showcases a focus on modeling and computation for complex classes of approximate dynamic programming problems ...

Approximate Dynamic Programming For Dynamic Vehicle Routing

Author: Marlin Wolf Ulmer
Publisher: Springer
ISBN: 3319555111
Size: 17.87 MB
Format: PDF
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A restricted dynamic programming heuristic algorithm for the time dependent
traveling salesman problem. European Journal of Operational Research 90 (1):
45–55. Mangalindan, J.P. ... Anticipatory Optimization for Dynamic Decision
Making, vol. 51. Operations Research/Computer Science Interfaces Series. Berlin
: Springer. ... Grasp based approximate dynamic programming for dynamic
routing of a vehicle. Technical report, Technische Universität Braunschweig,
Germany. Meisel ...

Anticipatory Optimization For Dynamic Decision Making

Author: Stephan Meisel
Publisher: Springer Science & Business Media
ISBN: 146140505X
Size: 22.70 MB
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Meisel S, Suppa U, Mattfeld D (2010) GRASP based approximate dynamic
programming for dynamic routing of a vehicle. In: Casatera M, Voss S (eds) Post
Conference Volume of the VIII Metaheuristic International Conference, Springer,
Berlin, Germany Meisel S, Suppa U, Mattfeld D (2011) Serving multiple urban
areas with stochastic customer requests. In: Kreowski HJ, Scholz-Reiter B,
Thoben KD (eds) Dynamics in Logistics, Springer, Berlin, Germany, pp 59–68
Merriam-Webster ...

Convex Methods For Approximate Dynamic Programming

Author: Arezou Keshavarz
Publisher:
ISBN:
Size: 20.66 MB
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In such cases, approximate dynamic programming (ADP) gives a method for finding a good, if not optimal, policy. In this work, we rely on our ability to (numerically) solve convex optimization problems with great speed and reliability.

Adaptive Dynamic Programming With Applications In Optimal Control

Author: Derong Liu
Publisher: Springer
ISBN: 3319508156
Size: 46.57 MB
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Sci China Inf Sci 58(12):1–15 Wei Q, Liu D (2015) Neural-network-based
adaptive optimal tracking control scheme for discrete-time nonlinear systems with
approximation errors. ... Inf Sci 317:96–113 Wei Q, Wang FY, Liu D, Yang X (
2014) Finite-approximation-error-based discrete-time iterative adaptive dynamic
programming. ... IEEE Ind Appl Mag 14(5):10–12 Zhang C, Ordonez R (2007)
Numerical optimization-based extremum seeking control with application to ABS
design.

Robust Adaptive Dynamic Programming

Author: Yu Jiang
Publisher: John Wiley & Sons
ISBN: 1119132649
Size: 13.93 MB
Format: PDF, ePub, Mobi
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Neuro-Dynamic Programming. Athena Scientific, Nashua, NH, 1996. S. Bhasin, N
. Sharma, P. Patre, and W. Dixon. Asymptotic tracking by a reinforcement learning
-based adaptive critic controller. Journal of Control Theory and Applications, 9(3):
400–409, 2011. V. S. Borkar. Stochastic Approximation: A Dynamical Systems
Viewpoint. Cambridge University ... A three-network architecture for on-line
learning and optimization based on adaptive dynamic programming.
Neurocomputing ...

Frontiers Of Intelligent Control And Information Processing

Author: Derong Liu
Publisher: World Scientific
ISBN: 9814616893
Size: 52.36 MB
Format: PDF, ePub, Mobi
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He, H. (2011). Self-Adaptive Systems for Machine Intelligence (Wiley-IEEE Press)
. He, H., Ni, Z. and Fu, J. (2012). A three-network architecture for on-line learning
and optimization based on adaptive dynamic programming, Neurocomputing 78,
1, pp. 3–13. He, H., Ni, Z. and Zhao, D. (2013). Learning and optimization in
hierarchical adaptive critic design, in F. L. Lewis and D. Liu (eds.), Reinforcement
Learning and Approximate Dynamic Programming for Feedback Control (Wiley-
IEEE ...