Stochastic Approximation: A Dynamical Systems Viewpoint - Vivek S Borkar
-20% with code BOOKS
Shipping in 28-34 days
30-day return policy
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 treat ... Full description
You May Also Like
TOP
Unreasonable Hospitality: The Remarkable Power of Giving People More Than They Expect
-20% with code BOOKS
In stock at our supplier
TOP
Never Split the Difference: Negotiating as if Your Life Depended on It
-20% with code BOOKS
In stock
TOP
The 7 Habits of Highly Effective People. 30th Anniversary Edition: Powerful Lessons in Personal Change
Jim Collins, Sean Covey, Stephen R. Covey
-20% with code BOOKS
In stock
TOP
Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones
-20% with code BOOKS
In stock at our supplier
TOP
Radical Candor: Be a Kick-Ass Boss Without Losing Your Humanity
-20% with code BOOKS
In stock at our supplier
TOP
The Psychology of Money: Timeless Lessons on Wealth, Greed, and Happiness
-20% with code BOOKS
In stock
TOP
The Infinity Machine: Demis Hassabis, DeepMind, and the Quest for Superintelligence
-20% with code BOOKS
In stock at our supplier
TOP
Vienna: How the City of Ideas Created the Modern World
-20% with code BOOKS
In stock at our supplier
TOP
The Hard Thing about Hard Things: Building a Business When There Are No Easy Answers
-20% with code BOOKS
In stock
TOP
Radical Candor: Be a Kick-Ass Boss Without Losing Your Humanity
-20% with code BOOKS
In stock at our supplier
TOP
Co-Intelligence: Living and Working with AI
-20% with code BOOKS
In stock at our supplier
TOP
The First 90 Days: Proven Straegies for Getting up to Speed faster and smarter
-20% with code BOOKS
In stock at our supplier
TOP
Surrounded by Idiots Revised & Expanded Edition: The Four Types of Human Behavior and How to Effectively Communicate with Each in Business (and in Life)
-20% with code BOOKS
In stock at our supplier
TOP
The Common Good Economy: A New Compass
-20% with code BOOKS
In stock at our supplier
TOP
Berkshire Hathaway Letters to Shareholders: 1965-2024
-20% with code BOOKS
In stock at our supplier
TOP
The Effective Executive: The Definitive Guide to Getting the Right Things Done
-20% with code BOOKS
In stock at our supplier
Description
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 as concentration bounds, avoidance of traps, stability tests, distributed and asynchronous schemes, multiple time scales, general noise models, etc., and a category-wise exposition of many important applications. It is also a useful reference for researchers and practitioners in the field.
More Information
| Author | Vivek S Borkar |
|---|---|
| Publisher | Springer Nature Singapore |
| Release year | 2024 |
| Cover type | Softcover |
| EAN | 9789819982738 |