Ergodic Control of Diffusion Processes

Name: Ergodic Control of Diffusion Processes
SKU: GC-4065752805
Availability: InStock

$50.00

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. Additional ISBNs 0521768403, 1107085411, 9780521768405, 9781107085411Ergodic Control of Diffusion Processes 1st Edition is written by Ari Arapostathis; Vivek S. Borkar; Mrinal K. Ghosh and published by Cambridge University Press. ISBNs for Ergodic Control of Diffusion Processes are 9781107085411, 1107085411 and the print ISBNs are 9780521768405, 0521768403. Additional ISBNs include 0521768403, 1107085411, 9780521768405, 9781107085411.

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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. Additional ISBNs 0521768403, 1107085411, 9780521768405, 9781107085411Ergodic Control of Diffusion Processes 1st Edition is written by Ari Arapostathis; Vivek S. Borkar; Mrinal K. Ghosh and published by Cambridge University Press. ISBNs for Ergodic Control of Diffusion Processes are 9781107085411, 1107085411 and the print ISBNs are 9780521768405, 0521768403. Additional ISBNs include 0521768403, 1107085411, 9780521768405, 9781107085411.