Interior Point Methods For Large Scale Nonconvex Optimization

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Interior Point Methods For Large Scale Nonconvex Optimization

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Author : Joshua David Griffin
language : en
Publisher:
Release Date : 2005

Interior Point Methods For Large Scale Nonconvex Optimization written by Joshua David Griffin and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with categories.

Combinatorial Scientific Computing

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Author : Uwe Naumann
language : en
Publisher: CRC Press
Release Date : 2012-01-25

Combinatorial Scientific Computing written by Uwe Naumann and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-01-25 with Computers categories.

Combinatorial Scientific Computing explores the latest research on creating algorithms and software tools to solve key combinatorial problems on large-scale high-performance computing architectures. It includes contributions from international researchers who are pioneers in designing software and applications for high-performance computing systems. The book offers a state-of-the-art overview of the latest research, tool development, and applications. It focuses on load balancing and parallelization on high-performance computers, large-scale optimization, algorithmic differentiation of numerical simulation code, sparse matrix software tools, and combinatorial challenges and applications in large-scale social networks. The authors unify these seemingly disparate areas through a common set of abstractions and algorithms based on combinatorics, graphs, and hypergraphs. Combinatorial algorithms have long played a crucial enabling role in scientific and engineering computations and their importance continues to grow with the demands of new applications and advanced architectures. By addressing current challenges in the field, this volume sets the stage for the accelerated development and deployment of fundamental enabling technologies in high-performance scientific computing.

Primal Dual Interior Point Methods For Large Scale Optimization

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Author : Roummel Fuertes Marcia
language : en
Publisher:
Release Date : 2002

Primal Dual Interior Point Methods For Large Scale Optimization written by Roummel Fuertes Marcia and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with categories.

Trust Region Methods

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Author : A. R. Conn
language : en
Publisher: SIAM
Release Date : 2000-01-01

Trust Region Methods written by A. R. Conn and has been published by SIAM this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-01-01 with Mathematics categories.

This is the first comprehensive reference on trust-region methods, a class of numerical algorithms for the solution of nonlinear convex optimization methods. Its unified treatment covers both unconstrained and constrained problems and reviews a large part of the specialized literature on the subject. It also provides an up-to-date view of numerical optimization.

Encyclopedia Of Optimization

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Author : Christodoulos A. Floudas
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-09-04

Encyclopedia Of Optimization written by Christodoulos A. Floudas and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-09-04 with Mathematics categories.

The goal of the Encyclopedia of Optimization is to introduce the reader to a complete set of topics that show the spectrum of research, the richness of ideas, and the breadth of applications that has come from this field. The second edition builds on the success of the former edition with more than 150 completely new entries, designed to ensure that the reference addresses recent areas where optimization theories and techniques have advanced. Particularly heavy attention resulted in health science and transportation, with entries such as "Algorithms for Genomics", "Optimization and Radiotherapy Treatment Design", and "Crew Scheduling".

Handbook Of Parallel Computing And Statistics

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Author : Erricos John Kontoghiorghes
language : en
Publisher: CRC Press
Release Date : 2005-12-21

Handbook Of Parallel Computing And Statistics written by Erricos John Kontoghiorghes and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-12-21 with Computers categories.

Technological improvements continue to push back the frontier of processor speed in modern computers. Unfortunately, the computational intensity demanded by modern research problems grows even faster. Parallel computing has emerged as the most successful bridge to this computational gap, and many popular solutions have emerged based on its concepts

Kkt Based Interior Point Methods For Numerical Optimization

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Author : Joseph R. Shinnerl
language : en
Publisher:
Release Date : 1995

Kkt Based Interior Point Methods For Numerical Optimization written by Joseph R. Shinnerl and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with categories.

Large Scale Optimization

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Author : William W. Hager
language : en
Publisher: Springer
Release Date : 1994-05-31

Large Scale Optimization written by William W. Hager and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994-05-31 with Computers categories.

This book is a collection of papers presented at the Large Scale Optimization Conference held at the Center for Applied Optimization, University of Florida, Gainesville, in February, 1993. Accurate modelling of scientific problems often leads to the formulation of large-scale optimization problems involving thousands of continuous and/or discrete variables. As a consequence of new algorithmic developments and of the increased power of computers, large-scale optimization has seen a dramatic increase in activities in the past decade. Topics include large-scale linear, nonlinear and stochastic programming, network optimization, decomposition methods, methods for optimal control, nonsmooth equations, integer programming, and software development. In addition, applications are included in location theory, structural mechanics, molecular configuration, transportation, multitarget tracking, and database design. The book is a valuable source of information for faculty students and researchers in mathematical programming and related fields.

Siam Journal On Control And Optimization

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Author : Society for Industrial and Applied Mathematics
language : en
Publisher:
Release Date : 2006

Siam Journal On Control And Optimization written by Society for Industrial and Applied Mathematics and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Automatic control categories.

Interior And Exterior Newton Methods For Large Scale Quadratic Programming

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Author : Jianguo Liu
language : en
Publisher:
Release Date : 1994

Interior And Exterior Newton Methods For Large Scale Quadratic Programming written by Jianguo Liu and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with categories.