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...

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Bibliografske podrobnosti

Glavni avtor:	Borkar, Vivek S. (Author)
Korporativna značnica:	SpringerLink (Online service)
Format:	Elektronski eKnjiga
Jezik:	angleščina
Izdano:	Singapore : Springer Nature Singapore : Imprint: Springer, 2023.
Izdaja:	2nd ed. 2023.
Serija:	Texts and Readings in Mathematics, 48
Teme:	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 dostop:	https://doi.org/10.1007/978-981-99-8277-6
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