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High Performance Algorithms and Software in Nonlinear Optimization : Applied Optimization - Renato De Leone

High Performance Algorithms and Software in Nonlinear Optimization

Applied Optimization

By: Renato De Leone (Editor), Almerico Murli (Editor), Panos M. Pardalos (Editor), Gerardo Toraldo (Editor)

Hardcover

Published: December 2009
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This book contains a selection of papers presented at the conference on High Performance Software for Nonlinear Optimization (HPSNO97) which was held in Ischia. Italy, in June, 1997. The book provides an overview of the nonlinear optimization field, including algorithms, software evaluation, implementation issues, applications, and areas of research, through authoritative papers by some of the most active and well-known researchers in the field. The papers of the Proceedings can be recommended to mathematicians, physicists, and engineers working in the fields mentioned above, as well as recommended for further reading within graduate studies.

Preface
Some Perspectives on High-Performance Mathematical Softwarep. 1
A Monotonous Method for Unconstrained Lipschitz Optimizationp. 27
Numerical Performance of an Inexact Interior Point Methodp. 43
Replicator Dynamics for Evolution Towards the Maximum Clique: Variations and Experimentsp. 53
A Newton-like Approach to Solving an Equilibrium Problemp. 69
Parallelization Strategies for the Ant Systemp. 87
The Cobweb Method for Minimizing Convex Functionsp. 101
A New Forward Backward Auction Algorithmp. 109
Modifying the Cholesky Factorization on MIMD Distributed Memory Machinesp. 125
A Controlled Random Search Algorithm with Local Newton-type Search for Global Optimizationp. 143
Adaptive Precision Control in Quadratic Programming with Simple Bounds and/or Equalitiesp. 161
The Development of Parallel Optimisation Routines for the NAG Parallel Libraryp. 175
Parallel Solution of Large Scale Quadratic Programsp. 189
A Linesearch Algorithm with Memory for Unconstrained Optimizationp. 207
The Modified Absolute-Value Factorization Norm for Trust-Region Minimizationp. 225
The LP Dual Active Set Algorithmp. 243
The Use of Optimization Techniques for the Numerical Solution of First Kind Fredholm Equationsp. 255
An Exact Parallel Algorithm for the Maximum Clique Problemp. 279
A Model Development System for Global Optimizationp. 301
Support Vector Machines: A Large Scale QPp. 315
Orbit Determination of Binary Stars Using Simulated Annealingp. 337
New Derivative Formulas for Integral and Probability Functions: Parallel Computationsp. 349
The Interior-Point Revolution in Constrained Optimizationp. 359
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9780792354833
ISBN-10: 0792354834
Series: Applied Optimization
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 382
Published: December 2009
Publisher: Springer
Country of Publication: NL
Dimensions (cm): 23.5 x 15.5  x 2.54
Weight (kg): 1.61