Numerical Analysis and Optimization

NAO-III, Muscat, Oman, January 2014

Nonfiction, Science & Nature, Mathematics, Number Systems, Differential Equations
Cover of the book Numerical Analysis and Optimization by , Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: ISBN: 9783319176895
Publisher: Springer International Publishing Publication: July 16, 2015
Imprint: Springer Language: English
Author:
ISBN: 9783319176895
Publisher: Springer International Publishing
Publication: July 16, 2015
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer International Publishing

Cover of the book Web Technologies and Applications by
Cover of the book Sustainable Rail Transport by
Cover of the book Homogeneous Gold Catalysis by
Cover of the book Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 by
Cover of the book Raising of Microvascular Flaps by
Cover of the book Photoptics 2015 by
Cover of the book Intelligent Systems Design and Applications by
Cover of the book Athletic Footwear and Orthoses in Sports Medicine by
Cover of the book Software Technologies by
Cover of the book Legal Fictions in Theory and Practice by
Cover of the book Physical-Layer Security for Cooperative Relay Networks by
Cover of the book South Asian Migration in the Gulf by
Cover of the book Twisted Teichmüller Curves by
Cover of the book Healing the Wounds of Gukurahundi in Zimbabwe by
Cover of the book Spatial Auditory Human-Computer Interfaces by
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy