Stochastic Optimization

Stochastic Optimization
Author :
Publisher : Springer Science & Business Media
Total Pages : 551
Release :
ISBN-10 : 9783540345602
ISBN-13 : 3540345604
Rating : 4/5 (02 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

DOWNLOAD EBOOK

This book addresses stochastic optimization procedures in a broad manner. The first part offers an overview of relevant optimization philosophies; the second de
Stochastic Optimization
Language: en
Pages: 438
Authors: Stanislav Uryasev
Categories: Technology & Engineering
Type: BOOK - Published: 2013-03-09 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Stochastic programming is the study of procedures for decision making under the presence of uncertainties and risks. Stochastic programming approaches have been
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

DOWNLOAD 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.
Multistage Stochastic Optimization
Language: en
Pages: 309
Authors: Georg Ch. Pflug
Categories: Business & Economics
Type: BOOK - Published: 2014-11-12 - Publisher: Springer

DOWNLOAD EBOOK

Multistage stochastic optimization problems appear in many ways in finance, insurance, energy production and trading, logistics and transportation, among other
Stochastic Optimization Methods
Language: en
Pages: 389
Authors: Kurt Marti
Categories: Business & Economics
Type: BOOK - Published: 2015-02-21 - Publisher: Springer

DOWNLOAD EBOOK

This book examines optimization problems that in practice involve random model parameters. It details the computation of robust optimal solutions, i.e., optimal