
Optimization of Integer/Fractional Order Chaotic Systems by Metaheuristics and their Electronic Realization
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The book describes the application of different numerical methods to simulate integer/fractional-order chaotic systems. These methods are used within optimization loops to maximize positive Lyapunov exponents, Kaplan-Yorke dimension, and entropy. Single and multi-objective optimization approaches applying metaheuristics are described, as well as their tuning techniques to generate feasible solutions that are suitable for electronic implementation. The book details several applications of chaotic oscillators such as in random bit/number generators, cryptography, secure communications, robotics, and Internet of Things.
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Persons
Dr. Luis Gerardo de la Fraga is in the Computer Science Department at the Center of Research and Advanced Studies (Cinvestav), in Mexico City. His research areas include computer vision, application of evolutionary algorithms, applied mathematics, and network security. He is very enthusiastic on open software and GNU/Linux systems. Dr. de la Fraga has published more than 30 articles in reputed journals, 6 in books, 1 book and more than 50 articles in international conferences. He had graduated 27 MSc and 3 PhD students. He is member of the Mexican Academy of Sciences, and Senior Member of the IEEE society. He is also member of ACM society.
Omar Guillen-Fernandez received a B.Eng. degree from Instituto Tecnologico de Veracruz, and the M.Sc. degree in Electronics in 2018 from Instituto Nacional de Astrofisica, Optica y Electronica (INAOE) in Mexico. He is currently pursuing a Ph.D. at INAOE. He has authored 1 book, and around 10 works published in book chapters, international journals and conferences. His topics of interest are oriented to chaotic systems, synchronization techniques, security of data transmission, embedded systems and integrated circuit design and applications.
Alejandro Silva-Juarez received his Engineering degree on Electronics and his M.Sc. degree from Instituto Tecnologico de Puebla, Mexico in 2013. He received a Ph.D. degree from Instituto Nacional de Astrofisica, Optica y Electronica (INAOE), Mexico in 2020. He has authored 1 book, and around 10 works published in book chapters, international journals and conferences. His research interests include modeling, embedded systems, simulation and optimization of chaotic systems, synthesis of analog circuits and fractional-order chaotic systems and applications.
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