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Advances in Intelligent Systems and Computing

Optimization of Complex Systems: Theory, Models, Algorithms and Applications

Editors: Le Thi, Hoai An, Le, Hoai Minh, Pham Dinh, Tao (Eds.)

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  • Includes the proceedings of the WCGO 2019—6th World Congress on Global Optimization, held on July 8–10 2019 in Metz, France
  • Presents recent research on Optimization of Complex Systems
  • Offers theory, models, algorithms, and applications
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eBook $189.00
price for USA in USD (gross)
  • ISBN 978-3-030-21803-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $249.99
price for USA in USD
  • ISBN 978-3-030-21802-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book contains 112 papers selected from about 250 submissions to the 6th World Congress on Global Optimization (WCGO 2019) which takes place on July 8–10, 2019 at University of Lorraine, Metz, France. The book covers both theoretical and algorithmic aspects of Nonconvex Optimization, as well as its applications to modeling and solving decision problems in various domains. It is composed of 10 parts, each of them deals with either the theory and/or methods in a branch of optimization such as Continuous optimization, DC Programming and DCA, Discrete optimization & Network optimization, Multiobjective programming, Optimization under uncertainty, or models and optimization methods in a specific application area including Data science, Economics & Finance, Energy & Water management, Engineering systems, Transportation, Logistics, Resource allocation & Production management. The researchers and practitioners working in Nonconvex Optimization and several application areas can find here many inspiring ideas and useful tools & techniques for their works.

Table of contents (113 chapters)

Table of contents (113 chapters)
  • A Hybrid Simplex Search for Global Optimization with Representation Formula and Genetic Algorithm

    Pages 3-15

    Zidani, Hafid (et al.)

  • A Population-Based Stochastic Coordinate Descent Method

    Pages 16-25

    Rocha, Ana Maria A. C. (et al.)

  • A Sequential Linear Programming Algorithm for Continuous and Mixed-Integer Nonconvex Quadratic Programming

    Pages 26-36

    Bentobache, Mohand (et al.)

  • A Survey of Surrogate Approaches for Expensive Constrained Black-Box Optimization

    Pages 37-47

    Regis, Rommel G.

  • Adaptive Global Optimization Based on Nested Dimensionality Reduction

    Pages 48-57

    Barkalov, Konstantin (et al.)

Buy this book

eBook $189.00
price for USA in USD (gross)
  • ISBN 978-3-030-21803-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $249.99
price for USA in USD
  • ISBN 978-3-030-21802-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Optimization of Complex Systems: Theory, Models, Algorithms and Applications
Editors
  • Hoai An Le Thi
  • Hoai Minh Le
  • Tao Pham Dinh
Series Title
Advances in Intelligent Systems and Computing
Series Volume
991
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-21803-4
DOI
10.1007/978-3-030-21803-4
Softcover ISBN
978-3-030-21802-7
Series ISSN
2194-5357
Edition Number
1
Number of Pages
XXII, 1152
Number of Illustrations
84 b/w illustrations, 168 illustrations in colour
Topics