Introduction to Derivative-Free Optimization

Introduction to Derivative-Free Optimization
Author: Andrew R. Conn
Publisher: SIAM
Total Pages: 276
Release: 2009-04-16
Genre: Mathematics
ISBN: 0898716683


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The first contemporary comprehensive treatment of optimization without derivatives. This text explains how sampling and model techniques are used in derivative-free methods and how they are designed to solve optimization problems. It is designed to be readily accessible to both researchers and those with a modest background in computational mathematics.


Introduction to Derivative-Free Optimization
Language: en
Pages: 276
Authors: Andrew R. Conn
Categories: Mathematics
Type: BOOK - Published: 2009-04-16 - Publisher: SIAM

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The first contemporary comprehensive treatment of optimization without derivatives. This text explains how sampling and model techniques are used in derivative-
Derivative-Free and Blackbox Optimization
Language: en
Pages: 307
Authors: Charles Audet
Categories: Mathematics
Type: BOOK - Published: 2017-12-02 - Publisher: Springer

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This book is designed as a textbook, suitable for self-learning or for teaching an upper-year university course on derivative-free and blackbox optimization. Th
Introduction to Derivative-free Optimization
Language: en
Pages: 277
Authors: Andrew R. Conn
Categories: Mathematics
Type: BOOK - Published: 2009-01-01 - Publisher: SIAM

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The absence of derivatives, often combined with the presence of noise or lack of smoothness, is a major challenge for optimisation. This book explains how sampl
Implicit Filtering
Language: en
Pages: 171
Authors: C. T. Kelley
Categories: Mathematics
Type: BOOK - Published: 2011-09-29 - Publisher: SIAM

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A description of the implicit filtering algorithm, its convergence theory and a new MATLABĀ® implementation.
Computational Optimization, Methods and Algorithms
Language: en
Pages: 292
Authors: Slawomir Koziel
Categories: Technology & Engineering
Type: BOOK - Published: 2011-06-17 - Publisher: Springer

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Computational optimization is an important paradigm with a wide range of applications. In virtually all branches of engineering and industry, we almost always t