A practical approach to metaheuristics using LabVIEW and MATLAB® /

"Metaheuristic optimization has become a prime alternative for solving complex optimization problems in several areas. Hence, practitioners and researchers have been paying extensive attention to those metaheuristic algorithms that are mainly based on natural phenomena. However, when those algo...

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Bibliographic Details
Main Authors: Ponce Cruz, Pedro (Author), Molina, A. (Arturo) (Author), Ramírez-Mendoza, Ricardo A. (Author), Méndez Flores, Efraín (Author), Ortiz Espinoza, Alexandro Antonio (Author), Balderas Silva, David Christopher (Author)
Corporate Author: Taylor & Francis
Format: eBook
Language:English
Published: Boca Raton : CRC Press, Taylor and Francis Group, 2020.
Edition:First edition.
Series:Chapman & Hall/CRC computer and information science series.
Subjects:
Online Access:Connect to the full text of this electronic book

MARC

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245 1 2 |a A practical approach to metaheuristics using LabVIEW and MATLAB® /  |c Pedro Ponce-Cruz, Arturo Molina Gutiérrez, Ricardo A. Ramírez-Mendoza, Efraín Méndez Flores, Alexandro Antonio Ortiz Espinoza, David Christopher Balderas Silva. 
250 |a First edition. 
264 1 |a Boca Raton :  |b CRC Press, Taylor and Francis Group,  |c 2020. 
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520 |a "Metaheuristic optimization has become a prime alternative for solving complex optimization problems in several areas. Hence, practitioners and researchers have been paying extensive attention to those metaheuristic algorithms that are mainly based on natural phenomena. However, when those algorithms are implemented, there are not enough textbooks that deal with theoretical and experimental problems in a friendly manner so this textbook presents a novel structure which includes a complete description of the most important metaheuristic optimization algorithms as well as a new proposal of a new metaheuristic optimization named earthquake optimization. Besides, this textbook also has several practical exercises. In addition, a Toolbox for Matlab and a Toolkit for LabVIEW are integrated as a complementary material of this book. Those toolkits allow readers to move from a simulation environment to an experimentation one very fast. This textbook is suitable for researchers, students, and professionals in several areas as economics, architecture, computer science, electrical engineering, control system and so on"--  |c Provided by publisher. 
504 |a Includes bibliographical references (pages 147-154) and index. 
588 |a Description based on print version record and CIP data provided by publisher; resource not viewed. 
505 0 |a Fundamental concepts of optimization -- Software fundamentals for optimization -- Basis meaheuristic optimization algorithms -- Evolution algorithms -- Memetic algorithms -- Geological optimization -- Optimization matlab app and labview toolkit -- Equations and ongoing projects. 
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700 1 |a Balderas Silva, David Christopher,  |e author. 
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