Téléchargez le livre : The GLOBAL Optimization Algorithm

The GLOBAL Optimization Algorithm

Newly Updated with Java Implementation and Parallelization de

Éditeur :

Springer


Collection :

SpringerBriefs in Optimization

Paru le : 2018-12-10

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Description

This book explores the updated version of the GLOBAL algorithm which contains improvements for a local search algorithm and new Java implementations. Efficiency comparisons to earlier versions and on the increased speed achieved by the parallelization, are detailed. Examples are provided for students as well as researchers and practitioners in optimization, operations research, and mathematics to compose their own scripts with ease. A GLOBAL manual is presented in the appendix to assist new users with modules and test functions.  
GLOBAL is a successful stochastic multistart global optimization algorithm that has passed several computational tests, and is efficient and reliable for small to medium dimensional global optimization problems. The algorithm uses clustering to ensure efficiency and is modular in regard to the two local search methods it starts with, but it can also easily apply other local techniques. The strength of this algorithm lies in its reliability and adaptive algorithm parameters. The GLOBAL algorithm is free to download also in the earlier Fortran, C, and MATLAB implementations.
Pages
111 pages
Collection
SpringerBriefs in Optimization
Parution
2018-12-10
Marque
Springer
EAN papier
9783030023744
EAN PDF
9783030023751
Informations sur l'ebook
Nombre pages copiables
1
Nombre pages imprimables
11
Taille du fichier
3369 Ko
Prix
52,74 €
EAN EPUB
9783030023751
Informations sur l'ebook
Nombre pages copiables
1
Nombre pages imprimables
11
Taille du fichier
7209 Ko
Prix
52,74 €

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