The Resource Introduction to Global Optimization Exploiting Space-Filling Curves, by Yaroslav D. Sergeyev, Roman G. Strongin, Daniela Lera, (electronic resource)

Introduction to Global Optimization Exploiting Space-Filling Curves, by Yaroslav D. Sergeyev, Roman G. Strongin, Daniela Lera, (electronic resource)

Label
Introduction to Global Optimization Exploiting Space-Filling Curves
Title
Introduction to Global Optimization Exploiting Space-Filling Curves
Statement of responsibility
by Yaroslav D. Sergeyev, Roman G. Strongin, Daniela Lera
Creator
Contributor
Author
Author
Subject
Language
  • eng
  • eng
Summary
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 .
Member of
http://library.link/vocab/creatorName
Sergeyev, Yaroslav D
Dewey number
519.6
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
  • VjnBmL1hops
  • v1CwinOWkXQ
  • 6PvvenwSyBQ
Language note
English
LC call number
  • QA613-613.8
  • QA613.6-613.66
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Strongin, Roman G.
  • Lera, Daniela.
Series statement
  • SpringerBriefs in optimization
  • SpringerBriefs in Optimization,
http://library.link/vocab/subjectName
  • Cell aggregation
  • Computer software
  • Numerical analysis
  • Geometry, algebraic
  • Manifolds and Cell Complexes (incl. Diff.Topology)
  • Operations Research, Management Science
  • Mathematical Software
  • Numerical Analysis
  • Algebraic Geometry
Label
Introduction to Global Optimization Exploiting Space-Filling Curves, by Yaroslav D. Sergeyev, Roman G. Strongin, Daniela Lera, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
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
Dimensions
unknown
Edition
1st ed. 2013.
Extent
1 online resource (135 p.)
Form of item
online
Isbn
9781461480426
Media category
computer
Media type code
c
Other control number
10.1007/978-1-4614-8042-6
Specific material designation
remote
System control number
  • (CKB)3710000000015783
  • (EBL)1398506
  • (SSID)ssj0000988175
  • (PQKBManifestationID)11544509
  • (PQKBTitleCode)TC0000988175
  • (PQKBWorkID)10950650
  • (PQKB)11226256
  • (DE-He213)978-1-4614-8042-6
  • (MiAaPQ)EBC1398506
  • (EXLCZ)993710000000015783
Label
Introduction to Global Optimization Exploiting Space-Filling Curves, by Yaroslav D. Sergeyev, Roman G. Strongin, Daniela Lera, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
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
Dimensions
unknown
Edition
1st ed. 2013.
Extent
1 online resource (135 p.)
Form of item
online
Isbn
9781461480426
Media category
computer
Media type code
c
Other control number
10.1007/978-1-4614-8042-6
Specific material designation
remote
System control number
  • (CKB)3710000000015783
  • (EBL)1398506
  • (SSID)ssj0000988175
  • (PQKBManifestationID)11544509
  • (PQKBTitleCode)TC0000988175
  • (PQKBWorkID)10950650
  • (PQKB)11226256
  • (DE-He213)978-1-4614-8042-6
  • (MiAaPQ)EBC1398506
  • (EXLCZ)993710000000015783

Library Locations

  • Albert D. Cohen Management LibraryBorrow it
    181 Freedman Crescent, Winnipeg, MB, R3T 5V4, CA
    49.807878 -97.129961
  • Architecture/Fine Arts LibraryBorrow it
    84 Curry Place, Winnipeg, MB, CA
    49.807716 -97.136226
  • Archives and Special CollectionsBorrow it
    25 Chancellors Circle (Elizabeth Dafoe Library), Room 330, Winnipeg, MB, R3T 2N2, CA
    49.809961 -97.131878
  • Bibliothèque Alfred-Monnin (Université de Saint-Boniface)Borrow it
    200, avenue de la Cathédrale, Local 2110, Winnipeg, MB, R2H 0H7, CA
    49.888861 -97.119735
  • Bill Larson Library (Grace Hospital)Borrow it
    300 Booth Drive, G-227, Winnipeg, MB, R3J 3M7, CA
    49.882400 -97.276436
  • Carolyn Sifton - Helene Fuld Library (St. Boniface General Hospital)Borrow it
    409 Tache Avenue, Winnipeg, MB, R2H 2A6, CA
    49.883388 -97.126050
  • Concordia Hospital LibraryBorrow it
    1095 Concordia Avenue, Winnipeg, MB, R2K 3S8, CA
    49.913252 -97.064683
  • Donald W. Craik Engineering LibraryBorrow it
    75B Chancellors Circle (Engineering Building E3), Room 361, Winnipeg, MB, R3T 2N2, CA
    49.809053 -97.133292
  • E.K. Williams Law LibraryBorrow it
    224 Dysart Road, Winnipeg, MB, R3T 5V4, CA
    49.811829 -97.131017
  • Eckhardt-Gramatté Music LibraryBorrow it
    136 Dafoe Road (Taché Arts Complex), Room 257, Winnipeg, MB, R3T 2N2, CA
    49.807964 -97.132222
  • Elizabeth Dafoe LibraryBorrow it
    25 Chancellors Circle, Winnipeg, MB, R3T 2N2, CA
    49.809961 -97.131878
  • Fr. H. Drake Library (St. Paul's College)Borrow it
    70 Dysart Road, Winnipeg, MB, R3T 2M6, CA
    49.810605 -97.138184
  • J.W. Crane Memorial Library (Deer Lodge Centre)Borrow it
    2109 Portage Avenue, Winnipeg, MB, R3J 0L3, CA
    49.878000 -97.235520
  • Libraries Annex (not open to the public; please see web page for details)Borrow it
    25 Chancellors Circle (in the Elizabeth Dafoe Library), Winnipeg, MB, R3T 2N2, CA
    49.809961 -97.131878
  • Neil John Maclean Health Sciences LibraryBorrow it
    727 McDermot Avenue (Brodie Centre), 200 Level, Winnipeg, MB, R3E 3P5, CA
    49.903563 -97.160554
  • Sciences and Technology LibraryBorrow it
    186 Dysart Road, Winnipeg, MB, R3T 2M8, CA
    49.811526 -97.133257
  • Seven Oaks General Hospital LibraryBorrow it
    2300 McPhillips Street, Winnipeg, MB, R2V 3M3, CA
    49.955177 -97.148865
  • Sister St. Odilon Library (Misericordia Health Centre)Borrow it
    99 Cornish Avenue, Winnipeg, MB, R3C 1A2, CA
    49.879592 -97.160425
  • St. John's College LibraryBorrow it
    92 Dysart Road, Winnipeg, MB, R3T 2M5, CA
    49.811242 -97.137156
  • Victoria General Hospital LibraryBorrow it
    2340 Pembina Highway, Winnipeg, MB, R3T 2E8, CA
    49.806755 -97.152739
  • William R Newman Library (Agriculture)Borrow it
    66 Dafoe Road, Winnipeg, MB, R3T 2R3, CA
    49.806936 -97.135525
Processing Feedback ...