Stochastic Approximation: A Dynamical Systems Viewpoint

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 differenti...

Full description

Bibliographic Details

Main Author:	Borkar, Vivek S. (Author)
Corporate Author:	SpringerLink (Online service)
Format:	Electronic eBook
Language:	English
Published:	Singapore : Springer Nature Singapore : Imprint: Springer, 2023.
Edition:	2nd ed. 2023.
Series:	Texts and Readings in Mathematics, 48
Subjects:	Statistics . Artificial intelligence. Probabilities. Operations research. Game theory. Control engineering. Statistical Theory and Methods. Artificial Intelligence. Probability Theory. Operations Research and Decision Theory. Game Theory. Control and Systems Theory.
Online Access:	https://doi.org/10.1007/978-981-99-8277-6
Tags:	Add Tag No Tags, Be the first to tag this record!