Free shipping over $79 | Order by Dec 31 and enjoy a $10 voucher on your next purchase
Track My Order
Help Centre
Likes
My Wish ListsLogin / Join
Booktopia
Australia's local bookstore
Get Free Shipping on orders over $79
Bayesian and High-Dimensional Global Optimization : SpringerBriefs in Optimization - Anatoly Zhigljavsky

Bayesian and High-Dimensional Global Optimization

By: Anatoly Zhigljavsky, Antanas Žilinskas

eText | 2 March 2021

At a Glance

eText

$99.00

or 4 interest-free payments of $24.75 with

 or 

Instant online reading in your Booktopia eTextbook Library *

Why choose an eTextbook?

Instant Access *

Purchase and read your book immediately

Read Aloud

Listen and follow along as Bookshelf reads to you

Study Tools

Built-in study tools like highlights and more

* eTextbooks are not downloadable to your eReader or an app and can be accessed via web browsers only. You must be connected to the internet and have no technical issues with your device or browser that could prevent the eTextbook from operating.

Accessible to a variety of readers, this book is of interest to specialists, graduate students and researchers in mathematics, optimization, computer science, operations research, management science, engineering and other applied areas interested in solving optimization problems. Basic principles, potential and boundaries of applicability of stochastic global optimization techniques are examined in this book. A variety of issues that face specialists in global optimization are explored, such as multidimensional spaces which are frequently ignored by researchers. The importance of precise interpretation of the mathematical results in assessments of optimization methods is demonstrated through examples of convergence in probability of random search. Methodological issues concerning construction and applicability of stochastic global optimization methods are discussed, including the one-step optimal average improvement method based on a statistical model of the objective function. A significant portion of this book is devoted to an analysis of high-dimensional global optimization problems and the so-called 'curse of dimensionality'. An examination of the three different classes of high-dimensional optimization problems, the geometry of high-dimensional balls and cubes, very slow convergence of global random search algorithms in large-dimensional problems , and poor uniformity of the uniformly distributed sequences of points are included in this book.

on
Desktop
Tablet
Mobile

You Can Find This eBook In

Non-FictionMathematicsCalculus & Mathematical AnalysisCalculus of VariationsEngineering & TechnologyTechnology in GeneralEngineering in GeneralProbability & StatisticsAlgebraMechanical Engineering & MaterialsProduction & Industrial EngineeringFunctional Analysis & Transforms
OptimisationApplied MathematicsStochastics

More in Engineering in General

SAFE : Science and Technology in the Age of Ter - Martha Baer

eBOOK

SAFE

Science and Technology in the Age of Ter

eBook

RRP $25.99

$20.99

19%
OFF
The Shabby Chic Home - Rachel Ashwell

eBOOK

The Shabby Chic Home

eBook

$13.99

Shabby Chic - Rachel Ashwell

eBOOK

Shabby Chic

eBook

$17.99

Star Commercial Spaces - Julio Fajardo

eBOOK

Star Commercial Spaces

eBook

$12.99

This product is categorised by