Stochastic Approximation by Vivek S. Borkar, Hardcover | Indigo Chapters
Stochastic Approximation by Vivek S. Borkar, Hardcover | Indigo Chapters

Coles

Stochastic Approximation by Vivek S. Borkar, Hardcover | Indigo Chapters

From Vivek S. Borkar

Current price: $86.95
Loading Inventory...

Size: 1 x 1 x 1

Visit retailer's website
*Product information may vary - to confirm product availability, pricing, and additional information please contact Coles
This simple, compact toolkit for designing and analyzing stochastic approximation algorithms requires only a basic understanding of probability and differential equations. Although powerful, these algorithms have applications in control and communications engineering, artificial intelligence and economic modeling. Unique topics include finite-time behavior, multiple timescales and asynchronous implementation. There is a useful plethora of applications, each with concrete examples from engineering and economics. Notably it covers variants of stochastic gradient-based optimization schemes, fixed-point solvers, which are commonplace in learning algorithms for approximate dynamic programming, and some models of collective behavior. | Stochastic Approximation by Vivek S. Borkar, Hardcover | Indigo Chapters

More About Coles at Bramalea City Centre

Making Connections. Creating Experiences. We exist to add a little joy to our customers’ lives, each time they interact with us.

Powered by Adeptmind