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Parallel Scientific Computing and Optimization Advances and Applications
Author
Title
Parallel Scientific Computing and Optimization [electronic resource] : Advances and Applications / by Raimondas Čiegis, David Henty, Bo Kågström, Julius Žilinskas.
ISBN
9780387097077
Publication
New York, NY : Springer New York, 2009.
Physical Description
1 online resource (XXIV, 274 p).
Local Notes
Access is available to the Yale community.
Access and use
Access restricted by licensing agreement.
Summary
Parallel Scientific Computing and Optimization introduces new developments in the construction, analysis, and implementation of parallel computing algorithms. This book presents 23 self-contained chapters, including surveys, written by distinguished researchers in the field of parallel computing. Each chapter is devoted to some aspects of the subject: parallel algorithms for matrix computations, parallel optimization, management of parallel programming models and data, with the largest focus on parallel scientific computing in industrial applications. Key features include: * construction and analysis of parallel algorithms for linear algebra and optimization problems; * different aspects of parallel architectures, including distributed memory computers with multicore processors; * a wide range of industrial applications: parallel simulation of flows through oil filters as well as in porous and gas media, jet aerodynamics, heat conduction in electrical cables, nonlinear optics processes in tapered lasers, and molecular and cell dynamics. This volume is intended for scientists and graduate students specializing in computer science and applied mathematics who are engaged in parallel scientific computing.
Variant and related titles
Springer ENIN.
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Format
Books / Online
Language
English
Added to Catalog
April 05, 2019
Series
Springer Optimization and Its Applications, 27
Contents
Parallel Algorithms for Matrix Computations
RECSY and SCASY Library Software: Recursive Blocked and Parallel Algorithms for Sylvester-Type Matrix Equations with Some Applications
Parallelization of Linear Algebra Algorithms Using ParSol Library of Mathematical Objects
The Development of an Object-Oriented Parallel Block Preconditioning Framework
A Sparse Linear System Solver Used in a Distributed and Heterogenous Grid Computing Environment
Parallel Diagonalization Performance on High-Performance Computers
Parallel Optimization
Parallel Global Optimization in Multidimensional Scaling
High-Performance Parallel Support Vector Machine Training
Parallel Branch and Bound Algorithm with Combination of Lipschitz Bounds over Multidimensional Simplices for Multicore Computers
Experimental Investigation of Local Searches for Optimization of Grillage-Type Foundations
Management of Parallel Programming Models and Data
Comparison of the UK National Supercomputer Services: HPCx and HECToR
DL_POLY_3 I/O: Analysis, Alternatives, and Future Strategies
Mixed Mode Programming on HPCx
A Structure Conveying Parallelizable Modeling Language for Mathematical Programming
Computational Requirements for Pulsar Searches with the Square Kilometer Array
Parallel Scientific Computing in Industrial Applications
Parallel Multiblock Multigrid Algorithms for Poroelastic Models
A Parallel Solver for the 3D Simulation of Flows Through Oil Filters
High-Performance Computing in Jet Aerodynamics
Parallel Numerical Solver for the Simulation of the Heat Conduction in Electrical Cables
Orthogonalization Procedure for Antisymmetrization of J-shell States
Parallel Direct Numerical Simulation of an Annular Gas–Liquid Two-Phase Jet with Swirl
Parallel Numerical Algorithm for the Traveling Wave Model
Parallel Algorithm for Cell Dynamics Simulation of Soft Nano-Structured Matter
Docking and Molecular Dynamics Simulation of Complexes of High and Low Reactive Substrates with Peroxidases.
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