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Fractional Behaviours Modelling: Intelligent Systems, Control and Automation: Science and Engineering

Autor Jocelyn Sabatier, Christophe Farges, Vincent Tartaglione
en Limba Engleză Paperback – 20 mar 2023
This book is dedicated to the analysis and modelling of fractional behaviours that mainly result from physical stochastic phenomena (diffusion, adsorption or aggregation, etc.) of a population (ions, molecules, people, etc.) in a constrained environment and that can be found in numerous areas. It breaks with the usual approaches based on fractional models since it proposes to use unusual models which have the advantage of overcoming some of the limitations of fractional models.
This book is dedicated to postgraduated students and to researchers in the field or those who wish to learn with a fresh perspective. After a review of fractional models and their limitations, it proposes and demonstrates the interest of four other modelling tools to capture fractional behaviours: new kernels in integral operators, Volterra equations, nonlinear models and partial differential equations with spatially variable coefficients. Several applications on real data and devices illustrate theirefficiency.

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Specificații

ISBN-13: 9783030967512
ISBN-10: 3030967514
Pagini: 144
Ilustrații: IX, 134 p. 58 illus., 44 illus. in color.
Dimensiuni: 155 x 235 x 9 mm
Greutate: 0.23 kg
Ediția:1st ed. 2022
Editura: Springer
Seria Intelligent Systems, Control and Automation: Science and Engineering

Locul publicării:Cham, Switzerland

Cuprins

Introduction.- Power-law type dynamic behaviours.- Fractional order models.- Introduction of new kernels.- Volterra equation.- Non-linear models.- Partial differential equations with spatially variable coefficients.

Recenzii

“This very interesting book can be very useful for graduated students who wish to approach this subject and also to senior researchers.” (Kaïs Ammari, zbMATH 1490.93002, 2022)

Textul de pe ultima copertă

This book is dedicated to the analysis and modelling of fractional behaviours that mainly result from physical stochastic phenomena (diffusion, adsorption or aggregation, etc.) of a population (ions, molecules, people, etc.) in a constrained environment and that can be found in numerous areas. It breaks with the usual approaches based on fractional models since it proposes to use unusual models which have the advantage of overcoming some of the limitations of fractional models.
This book is dedicated to postgraduated students and to researchers in the field or those who wish to learn with a fresh perspective. After a review of fractional models and their limitations, it proposes and demonstrates the interest of four other modelling tools to capture fractional behaviours: new kernels in integral operators, Volterra equations, nonlinear models and partial differential equations with spatially variable coefficients. Several applications on real data and devices illustrate theirefficiency.


Caracteristici

Focuses on the modeling of fractional kinetics or dynamic behaviors Presents research on several classes of models capable of capturing long memory power-law type behaviors Describes modeling tools other than fractional models and explains how they solve their limitations and drawbacks