Stochastic Optimization

Stochastic Optimization
Author :
Publisher : Springer Science & Business Media
Total Pages : 551
Release :
ISBN-10 : 9783540345602
ISBN-13 : 3540345604
Rating : 4/5 (604 Downloads)

Book Synopsis Stochastic Optimization by : Johannes Schneider

Download or read book Stochastic Optimization written by Johannes Schneider and published by Springer Science & Business Media. This book was released on 2007-08-06 with total page 551 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses stochastic optimization procedures in a broad manner. The first part offers an overview of relevant optimization philosophies; the second deals with benchmark problems in depth, by applying a selection of optimization procedures. Written primarily with scientists and students from the physical and engineering sciences in mind, this book addresses a larger community of all who wish to learn about stochastic optimization techniques and how to use them.

Stochastic Optimization Related Books

Stochastic Optimization
Language: en
Pages: 551
Authors: Johannes Schneider
Categories: Computers
Type: BOOK - Published: 2007-08-06 - Publisher: Springer Science & Business Media

GET EBOOK

This book addresses stochastic optimization procedures in a broad manner. The first part offers an overview of relevant optimization philosophies; the second de
First-order and Stochastic Optimization Methods for Machine Learning
Language: en
Pages: 591
Authors: Guanghui Lan
Categories: Mathematics
Type: BOOK - Published: 2020-05-15 - Publisher: Springer Nature

GET EBOOK

This book covers not only foundational materials but also the most recent progresses made during the past few years on the area of machine learning algorithms.
Stochastic Optimization Methods
Language: en
Pages: 389
Authors: Kurt Marti
Categories: Business & Economics
Type: BOOK - Published: 2015-02-21 - Publisher: Springer

GET EBOOK

This book examines optimization problems that in practice involve random model parameters. It details the computation of robust optimal solutions, i.e., optimal
Stochastic Optimization
Language: en
Pages: 438
Authors: Stanislav Uryasev
Categories: Technology & Engineering
Type: BOOK - Published: 2013-03-09 - Publisher: Springer Science & Business Media

GET EBOOK

Stochastic programming is the study of procedures for decision making under the presence of uncertainties and risks. Stochastic programming approaches have been
Introduction to Stochastic Programming
Language: en
Pages: 427
Authors: John R. Birge
Categories: Mathematics
Type: BOOK - Published: 2006-04-06 - Publisher: Springer Science & Business Media

GET EBOOK

This rapidly developing field encompasses many disciplines including operations research, mathematics, and probability. Conversely, it is being applied in a wid