Optimization of Integer/Fractional Order Chaotic Systems by Metaheuristics and Their Electronic Realization

ISBN-13: 9780367486686 / Angielski / Twarda / 2021 / 256 str.

Esteban Tlelo Cuautle; Luis Gerardo de la Fraga;Fern

Opis

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.

Spis treści

Preface. Numerical Methods. Integer-Order Chaotic/Hyper-chaotic Oscillators. Fractional-Order Chaotic/Hyper-chaotic Oscillators. Single-Objective Optimization Algorithms. Multi-Objective Optimization Algorithms. Single-Objective Optimization of Fractional-Order Chaotic/Hyperchaotic Oscillators and Their FPAA-based Implementation. Multi-Objective Optimization of Fractional-Order Chaotic/Hyperchaotic Oscillators and Their FPGA-based Implementation. Applications of Optimized Fractional-Order Chaotic/Hyper-chaotic Oscillators. Applications of Optimized Fractional-Order Chaotic/Hyper-chaotic Oscillators. References.