Ergodic control of multidimensional diffusions, II: adaptive control

Borkar, Vivek S. ; Ghosh, Mrinal K. (1990) Ergodic control of multidimensional diffusions, II: adaptive control Applied Mathematics and Optimization, 21 (1). pp. 191-220. ISSN 0095-4616

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Official URL: http://www.springerlink.com/content/r65k4u67r27678...

Related URL: http://dx.doi.org/10.1007/BF01445163

Abstract

The self-tuning scheme for the adaptive control of a diffusion process is studied with long-run average cost criterion and maximum likelihood estimation of parameters. Asymptotic optimality under a suitable identifiability condition is established under two alternative sets of hypotheses-a Lyapunov-type stability criterion and a condition on cost which penalizes instability.

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Deposited On:18 Oct 2010 09:09
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