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Stochastic Approximation: A Dynamical Systems Viewpoint : Second Edition - Vivek S. Borkar

Stochastic Approximation: A Dynamical Systems Viewpoint

Second Edition

By: Vivek S. Borkar

eText | 13 December 2022

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This book serves as an advanced text for a graduate course on stochastic algorithms for graduate students in probability and statistics, engineering, economics and machine learning. This second edition gives a comprehensive treatment of stochastic approximation algorithms based on the "ordinary differential equation (ODE) approach" which analyses the algorithm in terms of a limiting ODE. It has a streamlined treatment of the classical convergence analysis and includes several recent developments such as concentration bounds, avoidance of traps, stability tests, distributed and asynchronous schemes, multiple time scales, general noise models, etc., and a category-wise exposition of many important applications. It is also a useful reference for researchers and practitioners in the field.

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Non-FictionMathematicsProbability & StatisticsComputing & I.T.Computer ScienceArtificial IntelligenceBusiness & ManagementOperational ResearchOptimisationGame TheoryEngineering & TechnologyElectronics & Communications Engineering
Electronics EngineeringAutomatic Control EngineeringEnergy Technology & EngineeringElectrical Engineering

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