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Introduction to Global Optimization Exploiting Space-Filling Curves (Record no. 44986)

MARC details
000 -LEADER
fixed length control field 03678nam a22006137a 4500
001 - CONTROL NUMBER
control field sulb-eb0022894
003 - CONTROL NUMBER IDENTIFIER
control field BD-SySUS
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20160413122324.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr nn 008mamaa
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 130805s2013 xxu| s |||| 0|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781461480426
-- 978-1-4614-8042-6
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-1-4614-8042-6
Source of number or code doi
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA613-613.8
Classification number QA613.6-613.66
072 #7 - SUBJECT CATEGORY CODE
Subject category code PBMS
Source bicssc
Subject category code PBPH
Source bicssc
Subject category code MAT038000
Source bisacsh
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 514.34
Edition number 23
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Sergeyev, Yaroslav D.
Relator term author.
245 10 - TITLE STATEMENT
Title Introduction to Global Optimization Exploiting Space-Filling Curves
Medium [electronic resource] /
Statement of responsibility, etc. by Yaroslav D. Sergeyev, Roman G. Strongin, Daniela Lera.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture New York, NY :
Name of producer, publisher, distributor, manufacturer Springer New York :
-- Imprint: Springer,
Date of production, publication, distribution, manufacture, or copyright notice 2013.
300 ## - PHYSICAL DESCRIPTION
Extent X, 125 p. 32 illus., 30 illus. in color.
Other physical details online resource.
336 ## - CONTENT TYPE
Content type term text
Content type code txt
Source rdacontent
337 ## - MEDIA TYPE
Media type term computer
Media type code c
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term online resource
Carrier type code cr
Source rdacarrier
347 ## - DIGITAL FILE CHARACTERISTICS
File type text file
Encoding format PDF
Source rda
490 1# - SERIES STATEMENT
Series statement SpringerBriefs in Optimization,
International Standard Serial Number 2190-8354
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note  1. Introduction -- 2. Approximations to Peano curves -- 3. Global optimization algorithms using curves to reduce dimensionality of the problem -- 4. Ideas for acceleration -- 5. A brief conclusion -- References.
520 ## - SUMMARY, ETC.
Summary, etc. Introduction to Global Optimization Exploiting Space-Filling Curves provides an overview of classical and new results pertaining to the usage of space-filling curves in global optimization.  The authors look at a family of derivative-free numerical algorithms applying space-filling curves to reduce the dimensionality of the global optimization problem; along with a number of unconventional ideas, such as adaptive strategies for estimating Lipschitz constant, balancing global and local information to accelerate the search. Convergence conditions of the described algorithms are studied in depth and theoretical considerations are illustrated through numerical examples. This work also contains a code for implementing space-filling curves that can be used for constructing new global optimization algorithms. Basic ideas from this text can be applied to a number of problems including problems with multiextremal and partially defined constraints and non-redundant parallel computations can be organized. Professors, students, researchers, engineers, and other professionals in the fields of pure mathematics, nonlinear sciences studying fractals, operations research, management science, industrial and applied mathematics, computer science, engineering, economics, and the environmental sciences will find this title useful .  .
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Mathematics.
Topical term or geographic name as entry element Algebraic geometry.
Topical term or geographic name as entry element Computer software.
Topical term or geographic name as entry element Numerical analysis.
Topical term or geographic name as entry element Operations research.
Topical term or geographic name as entry element Management science.
Topical term or geographic name as entry element Manifolds (Mathematics).
Topical term or geographic name as entry element Complex manifolds.
Topical term or geographic name as entry element Mathematics.
Topical term or geographic name as entry element Manifolds and Cell Complexes (incl. Diff.Topology).
Topical term or geographic name as entry element Operations Research, Management Science.
Topical term or geographic name as entry element Mathematical Software.
Topical term or geographic name as entry element Numerical Analysis.
Topical term or geographic name as entry element Algebraic Geometry.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Strongin, Roman G.
Relator term author.
Personal name Lera, Daniela.
Relator term author.
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element SpringerLink (Online service)
773 0# - HOST ITEM ENTRY
Title Springer eBooks
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Printed edition:
International Standard Book Number 9781461480419
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title SpringerBriefs in Optimization,
International Standard Serial Number 2190-8354
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="http://dx.doi.org/10.1007/978-1-4614-8042-6">http://dx.doi.org/10.1007/978-1-4614-8042-6</a>
912 ## -
-- ZDB-2-SMA
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Koha item type

No items available.