Numerical analysis and optimization [electronic resource] : NAO-III, Muscat, Oman, January 2014 / Mehiddin Al-Baali, Lucio Grandinetti, Anton Purnama, editors.
International Conference on Numerical Analysis and Optimization: Theory, Methods, Applications and Technology Transfer (3rd : 2014 : Muscat, Oman); Al-Baali, Mehiddin, editor.; Grandinetti, Lucio, editor.; Purnama, Anton, editor.
2015
QA372
Available Online

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Title Numerical analysis and optimization [electronic resource] : NAO-III, Muscat, Oman, January 2014 / Mehiddin Al-Baali, Lucio Grandinetti, Anton Purnama, editors.
Meeting Name International Conference on Numerical Analysis and Optimization: Theory, Methods, Applications and Technology Transfer (3rd : 2014 : Muscat, Oman)
ISBN 9783319176895 electronic book
3319176897 electronic book
9783319176888
3319176889
Published Cham : Springer, 2015.
Language English
Description 1 online resource (343 pages) : illustrations.
Call Number QA372
Dewey Decimal Classification 515.4
Summary 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.
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (viewed July 23, 2015)
Added Author Al-Baali, Mehiddin, editor.
Grandinetti, Lucio, editor.
Purnama, Anton, editor.
Series Springer proceedings in mathematics & statistics ; volume 134.
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A Conic Representation of the Convex Hull of Disjunctive Sets and Conic Cuts for Integer Second Order Cone Optimization
Runge-Kutta methods for ordinary differential equations
A Positive Barzilai-Borwein-Like Stepsize and An Extension for Symmetric Linear Systems
Necessary Optimality Conditions for the Control of Partial Integro-Differential Equations
The AMPL Modeling Language
an Aid to Formulating and Solving Optimization Problems
An Interior-Point L1-Penalty Method for Nonlinear Optimization
An L1-Penalty Scheme for the Optimal Control of Elliptic Variational Inequalities
Dynamics Characterization Based Geo-Statistical Prior Sampling
Solving Multiscale Linear Programs Using the Simplex Method in Quadruple Precision
Real and Integer Extended Rank Reduction Formulas and Matrix Decompositions: A Review
Distributed Block Coordinate Descent for Minimizing Partially Separable Functions
Models for Optimization of Power Systems
On Chubanov's Method for Solving a Homogeneous Inequality System.

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