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1.

電子ブック

EB
by G. George Yin, Chao Zhu
出版情報: New York, NY : Springer-Verlag New York, 2010
シリーズ名: Stochastic Modelling and Applied Probability ; 63
オンライン: http://dx.doi.org/10.1007/978-1-4419-1105-6
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2.

電子ブック

EB
by Le Yi Wang, G. George Yin, Ji-Feng Zhang, Yanlong Zhao
出版情報: Boston : Springer Science+Business Media, LLC, 2010
シリーズ名: Systems & Control: Foundations & Applications ;
オンライン: http://dx.doi.org/10.1007/978-0-8176-4956-2
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3.

電子ブック

EB
by G. George Yin, Qing Zhang
出版情報: New York, NY : Springer New York : Imprint: Springer, 2013
シリーズ名: Stochastic Modelling and Applied Probability ; 37
オンライン: http://dx.doi.org/10.1007/978-1-4614-4346-9
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目次情報: 続きを見る
Prologue and Preliminaries: Introduction and overview- Mathematical preliminaries
Markovian models
Two-Time-Scale Markov Chains: Asymptotic Expansions of Solutions for Forward Equations
Occupation Measures: Asymptotic Properties and Ramification
Asymptotic Expansions of Solutions for Backward Equations
Applications:MDPs, Near-optimal Controls, Numerical Methods, and LQG with Switching: Markov Decision Problems
Stochastic Control of Dynamical Systems
Numerical Methods for Control and Optimization
Hybrid LQG Problems
References
Index.-
Prologue and Preliminaries: Introduction and overview- Mathematical preliminaries
Markovian models
Two-Time-Scale Markov Chains: Asymptotic Expansions of Solutions for Forward Equations
4.

電子ブック

EB
by Qi He, Le Yi Wang, G. George Yin
出版情報: New York, NY : Springer New York : Imprint: Springer, 2013
シリーズ名: SpringerBriefs in Mathematics ;
オンライン: http://dx.doi.org/10.1007/978-1-4614-6292-7
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目次情報: 続きを見る
Introduction and Overview.- System Identification: Formulation.- Large Deviations: An Introduction.- LDP under I.I.D. Noises.- LDP under Mixing Noises.- Applications to Battery Diagnosis.- Applications to Medical Signal Processing.-Applications to Electric Machines
Remarks and Conclusion
References
Index
Introduction and Overview.- System Identification: Formulation.- Large Deviations: An Introduction.- LDP under I.I.D. Noises.- LDP under Mixing Noises.- Applications to Battery Diagnosis.- Applications to Medical Signal Processing.-Applications to Electric Machines
Remarks and Conclusion
References