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Ergodic Control of Diffusion Processes

By: (Author) Ari Arapostathis , (Author) Mrinal K. Ghosh , (Author) Vivek S. Borkar

Manufacture on Demand

Ksh 18,700.00

Format: Hardback or Cased Book

ISBN-10: 0521768403

ISBN-13: 9780521768405

Series: Encyclopedia of Mathematics and its Applications

Publisher: Cambridge University Press

Imprint: Cambridge University Press

Country of Manufacture: GB

Country of Publication: GB

Publication Date: Nov 17th, 2011

Print length: 340 Pages

Weight: 664 grams

Dimensions (height x width x thickness): 16.20 x 24.10 x 2.20 cms

Product Classification: Probability & statistics
Stochastics

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This is the first comprehensive account of controlled diffusions with a focus on ergodic or 'long run average' control. Assuming only graduate-level probability and analysis, it develops the theory in a manner that makes it accessible to users in applied mathematics, engineering, finance and operations research.
This comprehensive volume on ergodic control for diffusions highlights intuition alongside technical arguments. A concise account of Markov process theory is followed by a complete development of the fundamental issues and formalisms in control of diffusions. This then leads to a comprehensive treatment of ergodic control, a problem that straddles stochastic control and the ergodic theory of Markov processes. The interplay between the probabilistic and ergodic-theoretic aspects of the problem, notably the asymptotics of empirical measures on one hand, and the analytic aspects leading to a characterization of optimality via the associated Hamilton–Jacobi–Bellman equation on the other, is clearly revealed. The more abstract controlled martingale problem is also presented, in addition to many other related issues and models. Assuming only graduate-level probability and analysis, the authors develop the theory in a manner that makes it accessible to users in applied mathematics, engineering, finance and operations research.

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