Billede af bogens forside - Stochastic Approximation: A Dynamical Systems Viewpoint

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