Fractional Calculus: Theory and Applications
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A Posteriori Error Analysis of Finite Element Method for Linear Nonlocal Diffusion and Peridynamic Models
MATHEMATICS OF COMPUTATION Volume 82, Number 284, October 2013, Pages 1889–1922 S 0025-5718(2013)02708-1 Article electronically published on May 8, 2013 A POSTERIORI ERROR ANALYSIS OF FINITE ELEMENT METHOD FOR LINEAR NONLOCAL DIFFUSION AND PERIDYNAMIC MODELS QIANG DU, LILI JU, LI TIAN, AND KUN ZHOU Abstract. In this paper, we present some results on a posteriori error analysis of finite element methods for solving linear nonlocal diffusion and bond-based peridynamic models. In particular, we aim to propose a general abstract frame work for a posteriori error analysis of the peridynamic problems. A posteriori error estimators are consequently prompted, the reliability and efficiency of the estimators are proved. Connections between nonlocal a posteriori error estimation and classical local estimation are studied within continuous finite element space. Numerical experiments (1D) are also given to test the theoret- ical conclusions. 1. Introduction Since peridynamic (PD) models were first introduced by Silling in [34], their effectiveness has been demonstrated in a number of applications, e.g., fracture and failure of composites, fracture of polycrystals, nanofiber networks and so on, where numerical simulations of singular behavior such as crack growth or damage are involved. Peridynamics is becoming an attractive emerging tool for the multiscale material simulations. On one hand, it is an integral-type nonlocal continuum theory which provides a more general set-up than the classical partial differential equation (PDE) based elasticity theories for physical problems with discontinuities. On the other hand, it can also be viewed as a continuum version of molecular dynamics. Along with research efforts on the modeling and application to practical prob- lems, there have been some recent studies concerning the mathematical and numer- ical analysis of PD models. -
The Calderón Problem for Variable Coefficients Nonlocal Elliptic Operators
The Calder´on problem for variable coefficients nonlocal elliptic operators Tuhin Ghosh,∗ Yi-Hsuan Lin,† Jingni Xiao‡ Abstract In this paper, we introduce an inverse problem of a Schr¨odinger type s variable nonlocal elliptic operator (−∇ · (A(x)∇)) + q), for 0 <s< 1. We determine the unknown bounded potential q from the exterior partial measurements associated with the nonlocal Dirichlet-to-Neumann map for any dimension n ≥ 2. Our results generalize the recent initiative [17] of introducing and solving inverse problem for fractional Schr¨odinger operator ((−∆)s + q) for 0 <s< 1. We also prove some regularity results of the direct problem corresponding to the variable coefficients fractional differential operator and the associated degenerate elliptic operator. Key words. The Calder´on problem, nonlocal Schr¨odinger equation, anisotropic, unique continuation principle, Runge approximation property, degenerate ellip- tic equations, Ap weight, Almgren’s frequency function, doubling inequality Mathematics Subject Classification: 35R30, 26A33, 35J10, 35J70 1 Introduction Let L be an elliptic partial differential operator. We consider in this paper an inverse problem associated to the nonlocal fractional operator Ls with the power s ∈ (0, 1). We introduce the corresponding Calder´on problem of deter- mining the unknown bounded potentials q(x) from the exterior measurements on the Dirichlet-to-Neumann (DN) map of the nonlocal Schr¨odinger equation (Ls +q)u = 0. It intends to generalize the recent study on the Calder´on problem for the fractional Schr¨odinger equation [17]. The study of the nonlocal opera- tors is currently an active research area in mathematics and often covers vivid problems coming from different fields including mathematical physics, finance, biology, geology. -
A NEW FRACTAL DERIVATION X
He, J.-H.: A New Fractal Derivation THERMAL SCIENCE, Year 2011, Vol. 15, Suppl. 1, pp. S145-S147 S145 A NEW FRACTAL DERIVATION by Ji-Huan HE National Engineering Laboratory of Modern Silk, Soochow University, Suzhou, China Original scientific paper UDC: 530.145.7:517.972.5 DOI: 10.2298/TSCI11S1145H A new fractal derive is defined, which is very easy for engineering applications to discontinuous problems, two simple examples are given to elucidate to establish governing equations with fractal derive and how to solve such equations, respectively. Key words: fractal, fractal derive, fractional derive Introduction Fractional calculus becomes a hot topic in both mathematics and engineering. There are many definitions of fractional derivative. Hereby we write down Jumarie’s definition [1] 1dn x D f( x ) = ( x )n [ f ( ) f (0)]d (1) 0 x n ()n dx 0 for x Î[0, 1], n – 1 £ a < n and n ≥ 1. Other definitions can be found in refs. [2-7]. Most fractional derivatives are very complex for engineering applications. Though the fractional equations can be solved by various methods, such as the variational iteration method [2], the homotopy perturbation method [3], and the exp-function method[4], the solution procedure is not easy enough for an engineer to master it. In order to better model an engineering problem in a discontinuous media, a new derivative is much needed. Fractal derivative A discontinuous media can be described by fractal dimensions. Chen et al. suggested a fractal derivative defined as [8]: du ( x ) u ( x ) u ( s ) lim DDD (2) dxssx x where D is the order of the fractal derivative. -
Theoretical Foundations of Incorporating Local Boundary Conditions Into Nonlocal Problems
Vol. XX (XXXX) No. X THEORETICAL FOUNDATIONS OF INCORPORATING LOCAL BOUNDARY CONDITIONS INTO NONLOCAL PROBLEMS Burak Aksoylu ∗ Department of Mathematics, TOBB University of Economics and Technology Sogutozu Caddesi No:43, Ankara, 06560, Turkey & Department of Mathematics, Wayne State University 656 W. Kirby, Detroit, MI 48202, USA. email: [email protected] Horst Reinhard Beyer Department of Mathematics, TOBB University of Economics and Technology Sogutozu Caddesi No:43, Ankara, 06560, Turkey & Universidad Polit´ecnicade Uruapan Carretera Carapan, 60120 Uruapan Michoac´an,M´exico& Theoretical Astrophysics, IAAT, Eberhard Karls University of T¨ubingen T¨ubingen72076, Germany. email: [email protected] Fatih Celiker y Department of Mathematics, Wayne State University 656 W. Kirby, Detroit, MI 48202, USA. email: [email protected] (Received 2016) We study nonlocal equations from the area of peridynamics on bounded domains. We present four main results. In our recent paper, we discover that, on R, the governing operator in peridynamics, which involves a convolution, is a bounded function of the classical (local) governing operator. Building on this, as main result 1, we construct an abstract convolution operator on bounded domains which is a generalization of the standard convolution based on integrals. The abstract convolution operator is a function of the classical operator, defined by a Hilbert basis available due to the purely discrete spectrum of the latter. As governing operator of the nonlocal equation we use a function of the classical operator, this allows us to incorporate local boundary conditions into nonlocal theories. As main result 2, we prove that the solution operator can be uniquely decomposed into a Hilbert-Schmidt operator and a multiple of the identity operator. -
Arxiv:1901.11134V3
Infinite series representation of fractional calculus: theory and applications Yiheng Weia, YangQuan Chenb, Qing Gaoc, Yong Wanga,∗ aDepartment of Automation, University of Science and Technology of China, Hefei, 230026, China bSchool of Engineering, University of California, Merced, Merced, 95343, USA cThe Institute for Automatic Control and Complex Systems, University of Duisburg-Essen, Duisburg 47057, Germany Abstract This paper focuses on the equivalent expression of fractional integrals/derivatives with an infinite series. A universal framework for fractional Taylor series is developedby expandingan analyticfunction at the initial instant or the current time. The framework takes into account of the Riemann–Liouville definition, the Caputo definition, the constant order and the variable order. On this basis, some properties of fractional calculus are confirmed conveniently. An intuitive numerical approximation scheme via truncation is proposed subsequently. Finally, several illustrative examples are presented to validate the effectiveness and practicability of the obtained results. Keywords: Taylor series; fractional calculus; singularity; nonlocality; variable order. 1. Introduction Taylor series has intensively developed since its introduction in 300 years ago and is nowadays a mature research field. As a powerful tool, Taylor series plays an essential role in analytical analysis and numerical calculation of a function. Interestingly, the classical Taylor series has been tied to another 300-year history tool, i.e., fractional calculus. This combination produces many promising and potential applications [1–4]. The original idea on fractional generalized Taylor series can be dated back to 1847, when Riemann formally used a series structure to formulate an analytic function [5]. This series was not proven and the related manuscript probably never intended for publishing. -
A Generalized Fractional Power Series for Solving a Class of Nonlinear Fractional Integro-Differential Equation
Preprints (www.preprints.org) | NOT PEER-REVIEWED | Posted: 25 September 2018 doi:10.20944/preprints201809.0476.v1 Article A Generalized Fractional Power Series for Solving a Class of Nonlinear Fractional Integro-Differential Equation Sirunya Thanompolkrang 1and Duangkamol Poltem 1,2,* 1 Department of Mathematics, Faculty of Science, Burapha University, Chonburi, 20131, Thailand; [email protected] 2 Centre of Excellence in Mathematics, Commission on Higher Education, Ministry of Education, Bangkok 10400, Thailand * Correspondence: [email protected]; Tel.: +6-638-103-099 Version September 25, 2018 submitted to Preprints 1 Abstract: In this paper, we investigate an analytical solution of a class of nonlinear fractional 2 integro-differential equation base on a generalized fractional power series expansion. The fractional 3 derivatives are described in the conformable’s type. The new approach is a modified form of the 4 well-known Taylor series expansion. The illustrative examples are presented to demonstrate the 5 accuracy and effectiveness of the proposed method. 6 Keywords: fractional power series; integro-differential equations; conformable derivative 7 1. Introduction 8 Fractional calculus and fractional differential equations are widely explored subjects thanks 9 to the great importance of scientific and engineering problems. For example, fractional calculus 10 is applied to model the fluid-dynamic traffics [1], signal processing [2], control theory [3], and 11 economics [4]. For more details and applications about fractional derivative, we refer the reader 12 to [5–8]. Many mathematical formulations contain nonlinear integro-differential equations with 13 fractional order. However, the integro-differential equations are usually difficult to solve analytically, 14 so it is required to obtain an efficient approximate solution. -
What Is... Fractional Calculus?
What is... Fractional Calculus? Clark Butler August 6, 2009 Abstract Differentiation and integration of non-integer order have been of interest since Leibniz. We will approach the fractional calculus through the differintegral operator and derive the differintegrals of familiar functions from the standard calculus. We will also solve Abel's integral equation using fractional methods. The Gr¨unwald-Letnikov Definition A plethora of approaches exist for derivatives and integrals of arbitrary order. We will consider only a few. The first, and most intuitive definition given here was first proposed by Gr¨unwald in 1867, and later Letnikov in 1868. We begin with the definition of a derivative as a difference quotient, namely, d1f f(x) − f(x − h) = lim dx1 h!0 h It is an exercise in induction to demonstrate that, more generally, n dnf 1 X n = lim (−1)j f(x − jh) dxn h!0 hn j j=0 We will assume that all functions described here are sufficiently differen- tiable. Differentiation and integration are often regarded as inverse operations, so d−1 we wish now to attach a meaning to the symbol dx−1 , what might commonly be referred to as anti-differentiation. However, integration of a function is depen- dent on the lower limit of integration, which is why the two operations cannot be regarded as truly inverse. We will select a definitive lower limit of 0 for convenience, so that, d−nf Z x Z xn−1 Z x2 Z x1 −n ≡ dxn−1 dxn−2 ··· dx1 f(x0)dx0 dx 0 0 0 0 1 By instead evaluating this multiple intgral as the limit of a sum, we find n N−1 d−nf x X j + n − 1 x = lim f(x − j ) dx−n N!1 N j N j=0 in which the interval [0; x] has been partitioned into N equal subintervals. -
From Two-Scale Thermodynamics to Fractal Variational Principle
NEW PROMISES AND FUTURE CHALLENGES OF FRACTAL CALCULUS: FROM TWO-SCALE THERMODYNAMICS TO FRACTAL VARIATIONAL PRINCIPLE Ji-Huan HE*1,2 Qura-Tul AIN1,3 1. School of Science, Xi'an University of Architecture and Technology, Xi’an, China 2. National Engineering Laboratory for Modern Silk, College of Textile and Clothing Engineering, Soochow University ,199 Ren-Ai Road, Suzhou, China 3. School of Mathematical Science, Soochow University, Suzhou, China. *Corresponding author. Email: [email protected], https://orcid.org/0000-0002- 1636-0559 Abstract: Any physical laws are scale-dependent, the same phenomenon might lead to debating theories if observed using different scales. The two-scale thermodynamics observes the same phenomenon using two different scales, one scale is generally used in the conventional continuum mechanics, and the other scale can reveal the hidden truth beyond the continuum assumption, and fractal calculus has to be adopted to establish governing equations. Here basic properties of fractal calculus are elucidated, and the relationship between the fractal calculus and traditional calculus is revealed using the two-scale transform, fractal variational principles are discussed for one-dimensional fluid mechanics. Additionally planet distribution in the fractal solar system, dark energy in the fractal space, and a fractal ageing model are also discussed. Keywords: two-scale fractal dimension, two scale mathematics, fractal space, fractal variational theory, local property 1. Introduction We begin with an ancient Chinese fable called as “Blind Men and Elephant”, all blind men had no idea of an elephant, and inconsistent descriptions were given after their feeling the elephant at different parts. This fable tells us that we should not take a part for the whole. -
A Comparative Study on Nonlocal Diffusion Operators Related to the Fractional Laplacian
DISCRETE AND CONTINUOUS doi:10.3934/dcdsb.2018110 DYNAMICAL SYSTEMS SERIES B Volume 24, Number 1, January 2019 pp. 231{256 A COMPARATIVE STUDY ON NONLOCAL DIFFUSION OPERATORS RELATED TO THE FRACTIONAL LAPLACIAN Siwei Duo Department of Mathematics and Statistics Missouri University of Science and Technology Rolla, MO 65409-0020, USA Hong Wang Department of Mathematics, University of South Carolina Columbia, SC 29208, USA Yanzhi Zhang Department of Mathematics and Statistics Missouri University of Science and Technology Rolla, MO 65409-0020, USA (Communicated by Erik Van Vleck) Abstract. In this paper, we study four nonlocal diffusion operators, includ- ing the fractional Laplacian, spectral fractional Laplacian, regional fractional Laplacian, and peridynamic operator. These operators represent the infinitesi- mal generators of different stochastic processes, and especially their differences on a bounded domain are significant. We provide extensive numerical exper- iments to understand and compare their differences. We find that these four operators collapse to the classical Laplace operator as α ! 2. The eigenvalues and eigenfunctions of these four operators are different, and the k-th (for k 2 N) eigenvalue of the spectral fractional Laplacian is always larger than those of the fractional Laplacian and regional fractional Laplacian. For any α 2 (0; 2), the peridynamic operator can provide a good approximation to the fractional Laplacian, if the horizon size δ is sufficiently large. We find that the solution of the peridynamic model converges to that of the fractional Laplacian model at a rate of O(δ−α). In contrast, although the regional fractional Laplacian can be used to approximate the fractional Laplacian as α ! 2, it generally provides inconsistent result from that of the fractional Laplacian if α 2. -
HISTORICAL SURVEY SOME PIONEERS of the APPLICATIONS of FRACTIONAL CALCULUS Duarte Valério 1, José Tenreiro Machado 2, Virginia
HISTORICAL SURVEY SOME PIONEERS OF THE APPLICATIONS OF FRACTIONAL CALCULUS Duarte Val´erio 1,Jos´e Tenreiro Machado 2, Virginia Kiryakova 3 Abstract In the last decades fractional calculus (FC) became an area of intensive research and development. This paper goes back and recalls important pio- neers that started to apply FC to scientific and engineering problems during the nineteenth and twentieth centuries. Those we present are, in alphabet- ical order: Niels Abel, Kenneth and Robert Cole, Andrew Gemant, Andrey N. Gerasimov, Oliver Heaviside, Paul L´evy, Rashid Sh. Nigmatullin, Yuri N. Rabotnov, George Scott Blair. MSC 2010 : Primary 26A33; Secondary 01A55, 01A60, 34A08 Key Words and Phrases: fractional calculus, applications, pioneers, Abel, Cole, Gemant, Gerasimov, Heaviside, L´evy, Nigmatullin, Rabotnov, Scott Blair 1. Introduction In 1695 Gottfried Leibniz asked Guillaume l’Hˆopital if the (integer) order of derivatives and integrals could be extended. Was it possible if the order was some irrational, fractional or complex number? “Dream commands life” and this idea motivated many mathematicians, physicists and engineers to develop the concept of fractional calculus (FC). Dur- ing four centuries many famous mathematicians contributed to the theo- retical development of FC. We can list (in alphabetical order) some im- portant researchers since 1695 (see details at [1, 2, 3], and posters at http://www.math.bas.bg/∼fcaa): c 2014 Diogenes Co., Sofia pp. 552–578 , DOI: 10.2478/s13540-014-0185-1 SOME PIONEERS OF THE APPLICATIONS . 553 • Abel, Niels Henrik (5 August 1802 - 6 April 1829), Norwegian math- ematician • Al-Bassam, M. A. (20th century), mathematician of Iraqi origin • Cole, Kenneth (1900 - 1984) and Robert (1914 - 1990), American physicists • Cossar, James (d. -
Fractional Calculus
faculty of mathematics and natural sciences Fractional Calculus Bachelor Project Mathematics October 2015 Student: D.E. Koning First supervisor: Dr. A.E. Sterk Second supervisor: Prof. dr. H.L. Trentelman Abstract This thesis introduces fractional derivatives and fractional integrals, shortly differintegrals. After a short introduction and some preliminaries the Gr¨unwald-Letnikov and Riemann-Liouville approaches for defining a differintegral will be explored. Then some basic properties of differintegrals, such as linearity, the Leibniz rule and composition, will be proved. Thereafter the definitions of the differintegrals will be applied to a few examples. Also fractional differential equations and one method for solving them will be discussed. The thesis ends with some examples of fractional differential equations and applications of differintegrals. CONTENTS Contents 1 Introduction4 2 Preliminaries5 2.1 The Gamma Function........................5 2.2 The Beta Function..........................5 2.3 Change the Order of Integration..................6 2.4 The Mittag-Leffler Function.....................6 3 Fractional Derivatives and Integrals7 3.1 The Gr¨unwald-Letnikov construction................7 3.2 The Riemann-Liouville construction................8 3.2.1 The Riemann-Liouville Fractional Integral.........9 3.2.2 The Riemann-Liouville Fractional Derivative.......9 4 Basic Properties of Fractional Derivatives 11 4.1 Linearity................................ 11 4.2 Zero Rule............................... 11 4.3 Product Rule & Leibniz's Rule................... 12 4.4 Composition............................. 12 4.4.1 Fractional integration of a fractional integral....... 12 4.4.2 Fractional differentiation of a fractional integral...... 13 4.4.3 Fractional integration and differentiation of a fractional derivative........................... 14 5 Examples 15 5.1 The Power Function......................... 15 5.2 The Exponential Function..................... -
Modelling of Groundwater Flow Within a Leaky Aquifer with Fractal-Fractional Differential Operators
MODELLING OF GROUNDWATER FLOW WITHIN A LEAKY AQUIFER WITH FRACTAL-FRACTIONAL DIFFERENTIAL OPERATORS Mahatima Gandi Khoza Submitted in fulfilment of the requirements for the degree Magister Scientiae in Geohydrology In the Faculty of Natural and Agricultural Sciences (Institute for Groundwater Studies) At the University of the Free State Supervisor: Prof. Abdon Atangana September 2020 DECLARATION I Mahatima Gandi Khoza, hereby declare that the thesis is my work and it has never been submitted to any Institution. I hereby submit my dissertation in fulfilment of the requirement for Magister Science at Free State University, Institute for Groundwater Studies, Faculty of Natural and Agricultural Science, Bloemfontein. This thesis is my own work, I state that all the correct sources have been cited correctly and referenced. I furthermore cede copyright of the dissertation and its contents in favour of the University of the Free State. In addition, the following article has been submitted and is under review: Khoza, M. G. and Atangana, A., 2020. Modelling groundwater flow within a leaky aquifer with fractal-fractional differential operators. i ACKNOWLEDGMENTS First and foremost, I am proud of the effort, devotion, and hard work I have put into this dissertation. I would also like to express my gratitude to the Almighty God for the opportunity, good health, wisdom, and strength towards the completion of my dissertation. I also take this opportunity to express my gratitude and deepest appreciation to my supervisor, Prof Abdon Atangana for not giving up on me, all the motivation and guidance I received until this moment of completion. This dissertation would have remained a dream if not for your wise words, patience, immense dedication, and knowledge.