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Springer Proceedings in Mathematics & Statistics

Numerical Analysis and Optimization

NAO-III, Muscat, Oman, January 2014

Editors: Al-Baali, Mehiddin, Grandinetti, Lucio, Purnama, Anton (Eds.)

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  • ​Presents new applications of computational optimization methods
  • Contributors represent an international community of experts
  • Relevant to researchers in fields including Mathematics, Engineering, and Biology
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eBook 101,14 €
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  • ISBN 978-3-319-17689-5
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  • Immediate eBook download after purchase
Hardcover 145,59 €
price for Italia (gross)
  • ISBN 978-3-319-17688-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover 124,79 €
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  • ISBN 978-3-319-35910-6
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  • Usually dispatched within 3 to 5 business days.
About this book

Presenting the latest findings in the field of numerical analysis and optimization, this volume balances pure research with practical applications of the subject. Accompanied by detailed tables, figures, and examinations of useful software tools, this volume will equip the reader to perform detailed and layered analysis of complex datasets.

Many real-world complex problems can be formulated as optimization tasks. Such problems can be characterized as large scale, unconstrained, constrained, non-convex, non-differentiable, and discontinuous, and therefore require adequate computational methods, algorithms, and software tools. These same tools are often employed by researchers working in current IT hot topics such as big data, optimization and other complex numerical algorithms on the cloud, devising special techniques for supercomputing systems.

The list of topics covered include, but are not limited to: numerical analysis, numerical optimization, numerical linear algebra, numerical differential equations, optimal control, approximation theory, applied mathematics, algorithms and software developments, derivative free optimization methods and programming models. The volume also examines challenging applications to various types of computational optimization methods which usually occur in statistics, econometrics, finance, physics, medicine, biology, engineering and industrial sciences.

Table of contents (13 chapters)

Table of contents (13 chapters)
  • A Conic Representation of the Convex Hull of Disjunctive Sets and Conic Cuts for Integer Second Order Cone Optimization

    Pages 1-35

    Belotti, Pietro (et al.)

  • Runge–Kutta Methods for Ordinary Differential Equations

    Pages 37-58

    Butcher, J. C.

  • A Positive Barzilai–Borwein-Like Stepsize and an Extension for Symmetric Linear Systems

    Pages 59-75

    Dai, Yu-Hong (et al.)

  • Necessary Optimality Conditions for the Control of Partial Integro-Differential Equations

    Pages 77-94

    Frerick, Leonhard (et al.)

  • The AMPL Modeling Language: An Aid to Formulating and Solving Optimization Problems

    Pages 95-116

    Gay, David M.

Buy this book

eBook 101,14 €
price for Italia (gross)
  • ISBN 978-3-319-17689-5
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 145,59 €
price for Italia (gross)
  • ISBN 978-3-319-17688-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover 124,79 €
price for Italia (gross)
  • ISBN 978-3-319-35910-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Numerical Analysis and Optimization
Book Subtitle
NAO-III, Muscat, Oman, January 2014
Editors
  • Mehiddin Al-Baali
  • Lucio Grandinetti
  • Anton Purnama
Series Title
Springer Proceedings in Mathematics & Statistics
Series Volume
134
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-17689-5
DOI
10.1007/978-3-319-17689-5
Hardcover ISBN
978-3-319-17688-8
Softcover ISBN
978-3-319-35910-6
Series ISSN
2194-1009
Edition Number
1
Number of Pages
XII, 344
Number of Illustrations
18 b/w illustrations, 56 illustrations in colour
Topics