Parallel Scientific Computing And Optimization

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Parallel Scientific Computing and Optimization

Raimondas Ciegis,David Henty,Bo Kågström,Julius Žilinskas
Parallel Scientific Computing and Optimization Book PDF

Author : Raimondas Ciegis,David Henty,Bo Kågström,Julius Žilinskas
Publisher : Springer Science & Business Media
Page : 287 pages
File Size : 45,5 Mb
Release : 2008-10-08
Category : Mathematics
ISBN : 9780387097077

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Parallel Scientific Computing and Optimization by Raimondas Ciegis,David Henty,Bo Kågström,Julius Žilinskas Pdf

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 survey chapters and 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. This volume is intended for scientists and graduate students specializing in computer science and applied mathematics who are engaged in parallel scientific computing.

Parallel Scientific Computing and Optimization

Raimondas Ciegis,David Henty,Bo Kågström,Julius Žilinskas
Parallel Scientific Computing and Optimization Book PDF

Author : Raimondas Ciegis,David Henty,Bo Kågström,Julius Žilinskas
Publisher : Springer
Page : 274 pages
File Size : 47,7 Mb
Release : 2008-11-21
Category : Mathematics
ISBN : 0387097066

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Parallel Scientific Computing and Optimization by Raimondas Ciegis,David Henty,Bo Kågström,Julius Žilinskas Pdf

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 survey chapters and 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. This volume is intended for scientists and graduate students specializing in computer science and applied mathematics who are engaged in parallel scientific computing.

Parallel Scientific Computing and Optimization

Raimondas Ciegis,David Henty,Bo Kågström,Julius Žilinskas
Parallel Scientific Computing and Optimization Book PDF

Author : Raimondas Ciegis,David Henty,Bo Kågström,Julius Žilinskas
Publisher : Springer
Page : 0 pages
File Size : 45,9 Mb
Release : 2010-11-25
Category : Mathematics
ISBN : 1441918841

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Parallel Scientific Computing and Optimization by Raimondas Ciegis,David Henty,Bo Kågström,Julius Žilinskas Pdf

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 survey chapters and 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. This volume is intended for scientists and graduate students specializing in computer science and applied mathematics who are engaged in parallel scientific computing.

Parallel Processing for Scientific Computing

Michael A. Heroux,Padma Raghavan,Horst D. Simon
Parallel Processing for Scientific Computing Book PDF

Author : Michael A. Heroux,Padma Raghavan,Horst D. Simon
Publisher : SIAM
Page : 407 pages
File Size : 44,6 Mb
Release : 2006-01-01
Category : Computers
ISBN : 9780898716191

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Parallel Processing for Scientific Computing by Michael A. Heroux,Padma Raghavan,Horst D. Simon Pdf

Scientific computing has often been called the third approach to scientific discovery, emerging as a peer to experimentation and theory. Historically, the synergy between experimentation and theory has been well understood: experiments give insight into possible theories, theories inspire experiments, experiments reinforce or invalidate theories, and so on. As scientific computing has evolved to produce results that meet or exceed the quality of experimental and theoretical results, it has become indispensable.Parallel processing has been an enabling technology in scientific computing for more than 20 years. This book is the first in-depth discussion of parallel computing in 10 years; it reflects the mix of topics that mathematicians, computer scientists, and computational scientists focus on to make parallel processing effective for scientific problems. Presently, the impact of parallel processing on scientific computing varies greatly across disciplines, but it plays a vital role in most problem domains and is absolutely essential in many of them. Parallel Processing for Scientific Computing is divided into four parts: The first concerns performance modeling, analysis, and optimization; the second focuses on parallel algorithms and software for an array of problems common to many modeling and simulation applications; the third emphasizes tools and environments that can ease and enhance the process of application development; and the fourth provides a sampling of applications that require parallel computing for scaling to solve larger and realistic models that can advance science and engineering. This edited volume serves as an up-to-date reference for researchers and application developers on the state of the art in scientific computing. It also serves as an excellent overview and introduction, especially for graduate and senior-level undergraduate students interested in computational modeling and simulation and related computer science and applied mathematics aspects.Contents List of Figures; List of Tables; Preface; Chapter 1: Frontiers of Scientific Computing: An Overview; Part I: Performance Modeling, Analysis and Optimization. Chapter 2: Performance Analysis: From Art to Science; Chapter 3: Approaches to Architecture-Aware Parallel Scientific Computation; Chapter 4: Achieving High Performance on the BlueGene/L Supercomputer; Chapter 5: Performance Evaluation and Modeling of Ultra-Scale Systems; Part II: Parallel Algorithms and Enabling Technologies. Chapter 6: Partitioning and Load Balancing; Chapter 7: Combinatorial Parallel and Scientific Computing; Chapter 8: Parallel Adaptive Mesh Refinement; Chapter 9: Parallel Sparse Solvers, Preconditioners, and Their Applications; Chapter 10: A Survey of Parallelization Techniques for Multigrid Solvers; Chapter 11: Fault Tolerance in Large-Scale Scientific Computing; Part III: Tools and Frameworks for Parallel Applications. Chapter 12: Parallel Tools and Environments: A Survey; Chapter 13: Parallel Linear Algebra Software; Chapter 14: High-Performance Component Software Systems; Chapter 15: Integrating Component-Based Scientific Computing Software; Part IV: Applications of Parallel Computing. Chapter 16: Parallel Algorithms for PDE-Constrained Optimization; Chapter 17: Massively Parallel Mixed-Integer Programming; Chapter 18: Parallel Methods and Software for Multicomponent Simulations; Chapter 19: Parallel Computational Biology; Chapter 20: Opportunities and Challenges for Parallel Computing in Science and Engineering; Index.

Applied Parallel Computing

Jack Dongarra
Applied Parallel Computing Book PDF

Author : Jack Dongarra
Publisher : Springer Science & Business Media
Page : 1195 pages
File Size : 40,6 Mb
Release : 2006-03-03
Category : Computers
ISBN : 9783540290674

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Applied Parallel Computing by Jack Dongarra Pdf

This book constitutes the refereed proceedings of the 7th International Conference on Applied Parallel Computing, PARA 2004, held in June 2004. The 118 revised full papers presented together with five invited lectures and 15 contributed talks were carefully reviewed and selected for inclusion in the proceedings. The papers are organized in topical sections.

IMPPACT Reference Model

Wim F. Gielingh,Alexander K. Suhm
IMPPACT Reference Model Book PDF

Author : Wim F. Gielingh,Alexander K. Suhm
Publisher : Springer
Page : 280 pages
File Size : 54,9 Mb
Release : 1993-01-19
Category : Computers
ISBN : 3540561501

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IMPPACT Reference Model by Wim F. Gielingh,Alexander K. Suhm Pdf

This book covers the various aspects of the development of an integrated product and process modelling system using advanced computer technologies. It describes languages and methodologies for developing an information reference model, system architectures, a link with emerging new standards such as ISO/STEP and CIM/OSA, and a new approach for the definition of model semantics. It discusses practical aspects of the usage and integration of computer aided design, planning and production systems, and shows how the reference model can be applied. Concrete practical examples are given for two demonstration parts: a sheet metal part and a ship propeller blade. Much attention has been devoted to making the subject matter easy to understand for a wide audience. The reference model is presented in easy-to-grasp chunks in a graphical, informal way, and many figures support the text. The reader should gain a clear impression of the various technical aspects of CIM systems using modern techniques corresponding to emerging new standards. Aspects of future systems are also included.

Applied Parallel Computing

Bo Kagström,Erik Elmroth,Jack Dongarra,Jerzy Wasniewski
Applied Parallel Computing Book PDF

Author : Bo Kagström,Erik Elmroth,Jack Dongarra,Jerzy Wasniewski
Publisher : Springer
Page : 1192 pages
File Size : 40,7 Mb
Release : 2007-09-22
Category : Computers
ISBN : 9783540757559

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Applied Parallel Computing by Bo Kagström,Erik Elmroth,Jack Dongarra,Jerzy Wasniewski Pdf

This book constitutes the thoroughly refereed post-proceedings of the 8th International Workshop on Applied Parallel Computing, PARA 2006. It covers partial differential equations, parallel scientific computing algorithms, linear algebra, simulation environments, algorithms and applications for blue gene/L, scientific computing tools and applications, parallel search algorithms, peer-to-peer computing, mobility and security, algorithms for single-chip multiprocessors.

Parallel Optimization

Department of Mathematics and Computer Science Yair Censor,Yair Censor,Stavros Andrea Zenios,Department of Public and Business Administration Stavros A Zenios
Parallel Optimization Book PDF

Author : Department of Mathematics and Computer Science Yair Censor,Yair Censor,Stavros Andrea Zenios,Department of Public and Business Administration Stavros A Zenios
Publisher : Oxford University Press on Demand
Page : 574 pages
File Size : 44,6 Mb
Release : 1997
Category : Mathematics
ISBN : 019510062X

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Parallel Optimization by Department of Mathematics and Computer Science Yair Censor,Yair Censor,Stavros Andrea Zenios,Department of Public and Business Administration Stavros A Zenios Pdf

This book offers a unique pathway to methods of parallel optimization by introducing parallel computing ideas into both optimization theory and into some numerical algorithms for large-scale optimization problems. The three parts of the book bring together relevant theory, careful study of algorithms, and modeling of significant real world problems such as image reconstruction, radiation therapy treatment planning, financial planning, transportation and multi-commodity network flow problems, planning under uncertainty, and matrix balancing problems.

Applied Parallel and Scientific Computing

Pekka Manninen,Per Öster
Applied Parallel and Scientific Computing Book PDF

Author : Pekka Manninen,Per Öster
Publisher : Springer
Page : 569 pages
File Size : 47,5 Mb
Release : 2013-02-12
Category : Computers
ISBN : 9783642368035

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Applied Parallel and Scientific Computing by Pekka Manninen,Per Öster Pdf

This volume constitutes the refereed proceedings of the 11th International Conference on Applied Parallel and Scientific Computing, PARA 2012, held in Helsinki, Finland, in June 2012. The 35 revised full papers presented were selected from numerous submissions and are organized in five technical sessions covering the topics of advances in HPC applications, parallel algorithms, performance analyses and optimization, application of parallel computing in industry and engineering, and HPC interval methods. In addition, three of the topical minisymposia are described by a corresponding overview article on the minisymposia topic. In order to cover the state-of-the-art of the field, at the end of the book a set of abstracts describe some of the conference talks not elaborated into full articles.

Applied Parallel Computing: Advanced Scientific Computing

Juha Fagerholm,Juha Haataja,Jari Järvinen,Mikko Lyly,Peter Raback,Ville Savolainen
Applied Parallel Computing Advanced Scientific Computing Book PDF

Author : Juha Fagerholm,Juha Haataja,Jari Järvinen,Mikko Lyly,Peter Raback,Ville Savolainen
Publisher : Springer
Page : 614 pages
File Size : 53,5 Mb
Release : 2003-08-03
Category : Computers
ISBN : 9783540480518

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Applied Parallel Computing: Advanced Scientific Computing by Juha Fagerholm,Juha Haataja,Jari Järvinen,Mikko Lyly,Peter Raback,Ville Savolainen Pdf

This book constitutes the refereed proceedings of the 6th International Conference on Applied Parallel Computing, PARA 2002, held in Espoo, Finland, in June 2002. The 50 revised full papers presented together with nine keynote lectures were carefully reviewed and selected for inclusion in the proceedings. The papers are organized in topical sections on data mining and knowledge discovery, parallel program development, practical experience in parallel computing, computer science, numerical algorithms with hierarchical memory optimization, numerical methods and algorithms, cluster computing, grid and network technologies, and physics and applications.

Parallel and Distributed Computation: Numerical Methods

Dimitri Bertsekas,John Tsitsiklis
Parallel and Distributed Computation Numerical Methods Book PDF

Author : Dimitri Bertsekas,John Tsitsiklis
Publisher : Athena Scientific
Page : 832 pages
File Size : 40,8 Mb
Release : 2015-03-01
Category : Mathematics
ISBN : 9781886529151

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Parallel and Distributed Computation: Numerical Methods by Dimitri Bertsekas,John Tsitsiklis Pdf

This highly acclaimed work, first published by Prentice Hall in 1989, is a comprehensive and theoretically sound treatment of parallel and distributed numerical methods. It focuses on algorithms that are naturally suited for massive parallelization, and it explores the fundamental convergence, rate of convergence, communication, and synchronization issues associated with such algorithms. This is an extensive book, which aside from its focus on parallel and distributed algorithms, contains a wealth of material on a broad variety of computation and optimization topics. It is an excellent supplement to several of our other books, including Convex Optimization Algorithms (Athena Scientific, 2015), Nonlinear Programming (Athena Scientific, 1999), Dynamic Programming and Optimal Control (Athena Scientific, 2012), Neuro-Dynamic Programming (Athena Scientific, 1996), and Network Optimization (Athena Scientific, 1998). The on-line edition of the book contains a 95-page solutions manual.

Modeling, Simulation and Optimization of Complex Processes

Hans Georg Bock,Ekaterina Kostina,Xuan Phu Hoang,Rolf Rannacher
Modeling Simulation and Optimization of Complex Processes Book PDF

Author : Hans Georg Bock,Ekaterina Kostina,Xuan Phu Hoang,Rolf Rannacher
Publisher : Springer Science & Business Media
Page : 600 pages
File Size : 48,6 Mb
Release : 2005-12-05
Category : Computers
ISBN : 9783540271703

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Modeling, Simulation and Optimization of Complex Processes by Hans Georg Bock,Ekaterina Kostina,Xuan Phu Hoang,Rolf Rannacher Pdf

This proceedings volume contains a selection of papers presented at the symposium "International Conference on High Performance Scientific Computing'' held at the Hanoi Institute of Mathematics of the Vietnam National Center for Natural Science and Technology (NCST), March 10-14, 2003. The conference has been organized by the Hanoi Institute of Mathematics, SFB 359 ''Reactive Flows, Transport and Diffusion'', Heidelberg, Ho Chi Minh City University of Technology and Interdisciplinary Center for Scientific Computing (IWR), Heidelberg. The contributions cover the broad interdisciplinary spectrum of scientific computing and present recent advances in theory, development of methods, and applications in practice. Subjects covered are mathematical modelling, numerical simulation, methods for optimization and optimal control, parallel computing, symbolic computing, software development, applications of scientific computing in physics, chemistry, biology and mechanics, environmental and hydrology problems, transport, logistics and site location, communication networks, production scheduling, industrial and commercial problems.

Parallel Scientific Computing

Frédéric Magoules,François-Xavier Roux,Guillaume Houzeaux
Parallel Scientific Computing Book PDF

Author : Frédéric Magoules,François-Xavier Roux,Guillaume Houzeaux
Publisher : John Wiley & Sons
Page : 374 pages
File Size : 44,7 Mb
Release : 2016-01-26
Category : Computers
ISBN : 9781848215818

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Parallel Scientific Computing by Frédéric Magoules,François-Xavier Roux,Guillaume Houzeaux Pdf

Scientific computing has become an indispensable tool in numerous fields, such as physics, mechanics, biology, finance and industry. For example, it enables us, thanks to efficient algorithms adapted to current computers, to simulate, without the help of models or experimentations, the deflection of beams in bending, the sound level in a theater room or a fluid flowing around an aircraft wing. This book presents the scientific computing techniques applied to parallel computing for the numerical simulation of large-scale problems; these problems result from systems modeled by partial differential equations. Computing concepts will be tackled via examples. Implementation and programming techniques resulting from the finite element method will be presented for direct solvers, iterative solvers and domain decomposition methods, along with an introduction to MPI and OpenMP.

Parallel Scientific Computing in C++ and MPI

George Em Karniadakis,Robert M. Kirby II
Parallel Scientific Computing in C and MPI Book PDF

Author : George Em Karniadakis,Robert M. Kirby II
Publisher : Cambridge University Press
Page : 640 pages
File Size : 49,7 Mb
Release : 2003-06-16
Category : Computers
ISBN : 9781107494770

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Parallel Scientific Computing in C++ and MPI by George Em Karniadakis,Robert M. Kirby II Pdf

Numerical algorithms, modern programming techniques, and parallel computing are often taught serially across different courses and different textbooks. The need to integrate concepts and tools usually comes only in employment or in research - after the courses are concluded - forcing the student to synthesise what is perceived to be three independent subfields into one. This book provides a seamless approach to stimulate the student simultaneously through the eyes of multiple disciplines, leading to enhanced understanding of scientific computing as a whole. The book includes both basic as well as advanced topics and places equal emphasis on the discretization of partial differential equations and on solvers. Some of the advanced topics include wavelets, high-order methods, non-symmetric systems, and parallelization of sparse systems. The material covered is suited to students from engineering, computer science, physics and mathematics.

Introduction to High Performance Scientific Computing

Victor Eijkhout
Introduction to High Performance Scientific Computing Book PDF

Author : Victor Eijkhout
Publisher : Lulu.com
Page : 536 pages
File Size : 50,6 Mb
Release : 2010
Category : Algebras, Linear
ISBN : 9781257992546

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Introduction to High Performance Scientific Computing by Victor Eijkhout Pdf

This is a textbook that teaches the bridging topics between numerical analysis, parallel computing, code performance, large scale applications.