Computational intelligence paradigms for optimization problems using matlab simulink
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Considered one of the most innovative research directions, computational intelligence (CI) embraces techniques that use global search optimization, machine learning, approximate reasoning, and connectionist systems to develop efficient, robust, and easy-to-use solutions amidst multiple decision variables, complex constraints, and tumultuous environments. CI techniques involve a combination of learning, adaptation, and evolution used for intelligent applications.
Computational Intelligence Paradigms for Optimization Problems Using MATLAB®/ Simulink® explores the performance of CI in terms of knowledge representation, adaptability, optimality, and processing speed for different real-world optimization problems.
Focusing on the practical implementation of CI techniques, this book:
Discusses the role of CI paradigms in engineering applications such as unit commitment and economic load dispatch, harmonic reduction, load frequency control and automatic voltage regulation, job shop scheduling, multidepot vehicle routing, and digital image watermarking Explains the impact of CI on power systems, control systems, industrial automation, and image processing through the above-mentioned applications Shows how to apply CI algorithms to constraint-based optimization problems using MATLAB®m-files and Simulink® models Includes experimental analyses and results of test systemsComputational Intelligence Paradigms for Optimization Problems Using MATLAB®/ Simulink® provides a valuable reference for industry professionals and advanced undergraduate, postgraduate, and research students.
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Taal: en
Uitvoering: E-book
Oorspronkelijke releasedatum: 03 september 2018
Ebook Formaat: Adobe ePub
Ebook beveiliging: Adobe DRM
Illustraties: Nee
Hoofdauteur: S. Sumathi
Tweede Auteur: L. Ashok Kumar
Co Auteur: Surekha. P
Hoofduitgeverij: Crc Press
Lees dit ebook op: Desktop (Mac en Windows)
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Lees dit ebook op: Windows (smartphone en tablet)
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Editie: 1
Studieboek: Nee
Tekst naar spraak: Ja
EAN: 9781498743723