عنوان

The GLOBAL Optimization Algorithm :

(Number (ISBN

3030023753

(Number (ISBN

9783030023751

Erroneous ISBN

3030023745

Erroneous ISBN

9783030023744

Title Proper

The GLOBAL Optimization Algorithm :

General Material Designation

[Book]

Other Title Information

newly updated with Java Implementation and Parallelization /

First Statement of Responsibility

Balázs Bánhelyi [and others].

Place of Publication, Distribution, etc.

Cham :

Name of Publisher, Distributor, etc.

Springer,

Date of Publication, Distribution, etc.

[2018]

Specific Material Designation and Extent of Item

1 online resource

Series Title

SpringerBriefs in Optimization

Text of Note

Introduction -- Local search -- The GLOBALJ framework -- Parallelization -- Example.

0

Text of Note

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.--

Source for Acquisition/Subscription Address

Springer Nature

Stock Number

com.springer.onix.9783030023751

International Standard Book Number

9783030023744

Mathematical optimization.

Mathematical optimization.

MAT005000

PBKQ

PBKQ

PBU

Number

Edition

Class number

Bánhelyi, Balázs

Csendes, Tibor

Lévai, Balázs

Pál, László

Zombori, Dániel

Date of Transaction

20200823074129.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y