Ergodic control of diffusion processes

• 作者： Arapostathis, Ari, 1954- author.
• 其他作者：
  • Borkar, Vivek S., author.
  • Ghosh, Mrinal K., 1956- author.
• 其他題名：
  • Encyclopedia of mathematics and its applications ;
• 出版： Cambridge : Cambridge University Press
• 叢書名： Encyclopedia of mathematics and its applications ;volume 143
• 主題： Diffusion processes. , Ergodic theory.
• ISBN： 9781139003605 (ebook)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: Machine generated contents note: Preface; 1. Introduction; 2. Controlled diffusions; 3. Nondegenerate controlled diffusions; 4. Various topics in nondegenerate diffusions; 5. Controlled switching diffusions; 6. Controlled martingale problems; 7. Degenerate controlled diffusions; 8. Controlled diffusions with partial observations; Appendix; References; Index of symbols; Subject index. Title from publisher's bibliographic system (viewed on 05 Oct 2015).
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• 摘要註: 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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