Optimization of Integer/Fractional Order Chaotic Systems by Metaheuristics and their Electronic Realization - Image 1

£52.43

CRC Press Optimization of Integer/Fractional Order Chaotic Systems by Metaheuristics and their Electronic Realization

Name: Optimization of Integer/Fractional Order Chaotic Systems by Metaheuristics and their Electronic Realization
Brand: CRC Press
Price: 52.43 GBP
Availability: InStock

Computer Science

Price History & Forecast

Last 23 days • 23 data points (No recent data available)

Historical

Generating forecast...

Price Distribution

Price distribution over 23 days • 1 price levels

Days at Price

Price Analysis

Most common price: £52 (23 days, 100.0%)

Price range: £52 - £52

Price levels: 1 different prices over 23 days

Description

Mathematicians have devised different chaotic systems that are modeled by integer or fractional-order differential equations, and whose mathematical models can generate chaos or hyperchaos. The numerical methods to simulate those integer and fractional-order chaotic systems are quite different and their exactness is responsible in the evaluation of characteristics like Lyapunov exponents, Kaplan-Yorke dimension, and entropy. One challenge is estimating the step-size to run a numerical method. It can be done analyzing the eigenvalues of self-excited attractors, while for hidden attractors it is difficult to evaluate the equilibrium points that are required to formulate the Jacobian matrices. Time simulation of fractional-order chaotic oscillators also requires estimating a memory length to achieve exact results, and it is associated to memories in hardware design. In this manner, simulating chaotic/hyperchaotic oscillators of integer/fractional-order and with self-excited/hidden attractors is quite important to evaluate their Lyapunov exponents, Kaplan-Yorke dimension and entropy. Further, to improve the dynamics of the oscillators, their main characteristics can be optimized applying metaheuristics, which basically consists of varying the values of the coefficients of a mathematical model. The optimized models can then be implemented using commercially available amplifiers, field-programmable analog arrays (FPAA), field-programmable gate arrays (FPGA), microcontrollers, graphic processing units, and even using nanometer technology of integrated circuits. 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.

Product Specifications

Brand: CRC Press
Format: paperback
ASIN: 0367706334
Category: Books > Subjects > Computing & Internet > Computer Science
Domain: Amazon UK
Release Date: 29 May 2023
Listed Since: 18 February 2023

Barcode

No barcode data available

CRC Press Optimization of Integer/Fractional Order Chaotic Systems by Metaheuristics and their Electronic Realization

Price History & Forecast

Price Distribution

Price Analysis

Description

Product Specifications

Barcode

Similar Products You Might Like

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

Fractional Order Control and Synchronization of Chaotic Systems: 688 (Studies in Computational Intelligence, 688)

New Research Trends in Nonlinear Circuits - Physics Book

Chaotic Signals in Digital Communications (Electrical Engineering & Applied Signal Processing Series)

Chaotic Signals in Digital Communications: 26 (Electrical Engineering & Applied Signal Processing Series)

Academic Press Multi-Chaos and Fractal AI Complex Systems Book

Numerical Methods for Fractal-Fractional Differential Equations and Engineering: Simulations and Modeling (Mathematics and its Applications)

Optoisolation Circuits: Nonlinearity Applications In Engineering

Fractional Dynamical Systems: Methods, Algorithms and Applications: 402 (Studies in Systems, Decision and Control, 402)

Advances in Metaheuristic Algorithms for Optimal Design of Structures

Advances in Metaheuristic Algorithms for Optimal Design of Structures

Toward Analytical Chaos in Nonlinear Systems

Predictability of Chaotic Dynamics: A Finite-time Lyapunov Exponents Approach (Springer Series in Synergetics)

Handbook of Applications of Chaos Theory

Modern Music-Inspired Optimization Algorithms for Electric Power Systems: Modeling, Analysis and Practice

Modern Music-Inspired Optimization Algorithms for Electric Power Systems: Modeling, Analysis and Practice

Nonlinear Workbook: Chaos, Fractals, Cellular Automata, Neural Networks, Genetic Algorithms, Gene Expression: Chaos, Fractals, Cellular Automata, ... Logic with C++, Java and Symbolicc++ Programs

Fractional Order Processes: Simulation, Identification, and Control

Chaotic Electronics in Telecommunications (This Book Is No Longer in a Series)

Computational Intelligence, Optimization and Inverse Problems with Applications in Engineering

A Practical Approach to Metaheuristics using LabVIEW and MATLAB® (Chapman & Hall/CRC Computer and Information Science Series)

Algorithms for Variable-Size Optimization: Applications in Space Systems and Renewable Energy

Attractor Dimension Estimates for Dynamical Systems: Theory and Computation: Dedicated to Gennady Leonov: 38 (Emergence, Complexity and Computation, 38)

Attractor Dimension Estimates for Dynamical Systems: Theory and Computation: Dedicated to Gennady Leonov: 38 (Emergence, Complexity and Computation, 38)