Computational intelligence paradigms for optimization problems using MATLAB/SIMULINK

Computational intelligence paradigms for optimization problems using MATLAB/SIMULINK

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LF/176945/R
Англійська
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Considered one of the most innovative research directions, computational intelligence (CI) embraces  echniques 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.
LF/176945/R

Характеристики

ФІО Автора
Kumar
L. Ashok
P
S.
Sumathi
Surekha
Мова
Англійська
ISBN
9781498743716
Дата виходу
2016

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Computational intelligence paradigms for optimization problems using MATLAB/SIMULINK

Considered one of the most innovative research directions, computational intelligence (CI) embraces  echniques that use global search optimization, machine l...

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