Stochastic Approximation: A Dynamical Systems Viewpoint
af Vivek S. Borkar
Bog, Hardback, Engelsk, 2024
This book serves as an advanced text for a graduate course on stochastic algorithms for the students of 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 a... (Læs mere)
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Bogdetaljer
- SprogEngelsk
- IndbindingHardback
- ISBN9789819982769
- Udgivet1/02/2024
- Udgivet afSpringer Nature Singapore
- Længde292 sider
- ForfatterVivek S. Borkar
- GenreBusiness og læring, Ledelse & strategi