Related Books

Large-scale Optimization
Language: en
Pages: 322
Authors: Vladimir Tsurkov
Categories: Computers
Type: BOOK - Published: 2013-03-09 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Decomposition methods aim to reduce large-scale problems to simpler problems. This monograph presents selected aspects of the dimension-reduction problem. Exact
Online Optimization of Large Scale Systems
Language: en
Pages: 789
Authors: Martin Grötschel
Categories: Mathematics
Type: BOOK - Published: 2013-03-14 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

In its thousands of years of history, mathematics has made an extraordinary ca reer. It started from rules for bookkeeping and computation of areas to become th
Large-Scale and Distributed Optimization
Language: en
Pages: 416
Authors: Pontus Giselsson
Categories: Mathematics
Type: BOOK - Published: 2018-11-11 - Publisher: Springer

DOWNLOAD EBOOK

This book presents tools and methods for large-scale and distributed optimization. Since many methods in "Big Data" fields rely on solving large-scale optimizat
Stochastic Optimization for Large-scale Machine Learning
Language: en
Pages: 189
Authors: Vinod Kumar Chauhan
Categories: Computers
Type: BOOK - Published: 2021-11-18 - Publisher: CRC Press

DOWNLOAD EBOOK

Advancements in the technology and availability of data sources have led to the `Big Data' era. Working with large data offers the potential to uncover more fin
Large-Scale PDE-Constrained Optimization
Language: en
Pages: 347
Authors: Lorenz T. Biegler
Categories: Mathematics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Optimal design, optimal control, and parameter estimation of systems governed by partial differential equations (PDEs) give rise to a class of problems known as