Bayesian and High-Dimensional Global Optimization

Name: Bayesian and High-Dimensional Global Optimization
Brand: Springer Nature Switzerland AG
SKU: 9783030647117
Price: 40.99 EUR
Availability: InStock

Автор: Anatoly Zhigljavsky

Език:

Корици: С меки корици

Издател: Springer Nature Switzerland AG

Наличност: Външен склад

Изпращаме след 10-18 дни

40.99 € 80.17 лв

Accessible to a variety of readers, this book is of interest to specialists, graduate students and r...

Информация за книгата

Автор

Anatoly Zhigljavsky

Език

Български език

Корици

Книга - С меки корици

Издадена

2021

страници

118

EAN

9783030647117

ISBN

3030647110

Enbook ID

35406474

Издател

Springer Nature Switzerland AG

Теглоt

138

Размери

235 x 152 x 11

Пълно описание

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.

Клиенти, които купиха тази книга, купиха също

Най-често търсени

Categories

Authors

Publishers

Продукти

Продукти

Най-често търсени

Categories

Authors

Publishers

Продукти

Продукти

Bayesian and High-Dimensional Global Optimization

Информация за книгата

Пълно описание

Клиенти, които купиха тази книга, купиха също

Analysis of Judith Butler's Gender Trouble

Isoviha

December 21: I'll Be Home for Christmas - An Erotic Christmas Calendar

Where Have All The Bluejays Gone

Biochemistry and Molecular Biology of Beneficial Plants

Woodwalkers & Friends. Wilder Kater, weite Welt

Experimentos en economa

Marie Stuart : "En ma fin est mon commencement"

Journey Through Croatia Cookbook: Deliciously Traditional Croatian Recipes for All Generations

Nový hrabě Monte Christo

Ready: Novela

Darkest Minds

Pro ljubov. Sest sovremennych rasskazov

Spirit of the Organs

Tomato Diseases

Emmanuel Kant: Anthropologie Du Point de Vue Pragmatique

Old Friends, New Friends

Enhancement of Substructure Strengthening of Martensite

55 Guineas Reward. [A Novel.]

Principles of Nanophotonics

Irreducible Needs Of Children

Just Like a Movie Level 1

Nanoparticles and the Immune System

Kunsttherapie als Kindertherapie