A Guide to Special Functions in Fractional Calculus
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Mathematics 412 Partial Differential Equations
Mathematics 412 Partial Differential Equations c S. A. Fulling Fall, 2005 The Wave Equation This introductory example will have three parts.* 1. I will show how a particular, simple partial differential equation (PDE) arises in a physical problem. 2. We’ll look at its solutions, which happen to be unusually easy to find in this case. 3. We’ll solve the equation again by separation of variables, the central theme of this course, and see how Fourier series arise. The wave equation in two variables (one space, one time) is ∂2u ∂2u = c2 , ∂t2 ∂x2 where c is a constant, which turns out to be the speed of the waves described by the equation. Most textbooks derive the wave equation for a vibrating string (e.g., Haber- man, Chap. 4). It arises in many other contexts — for example, light waves (the electromagnetic field). For variety, I shall look at the case of sound waves (motion in a gas). Sound waves Reference: Feynman Lectures in Physics, Vol. 1, Chap. 47. We assume that the gas moves back and forth in one dimension only (the x direction). If there is no sound, then each bit of gas is at rest at some place (x,y,z). There is a uniform equilibrium density ρ0 (mass per unit volume) and pressure P0 (force per unit area). Now suppose the gas moves; all gas in the layer at x moves the same distance, X(x), but gas in other layers move by different distances. More precisely, at each time t the layer originally at x is displaced to x + X(x,t). -
List of Reviews by Gianni Pagnini in Mathematical Reviews MR2145045
List of reviews by Gianni Pagnini in Mathematical Reviews MR2145045 Saxena R.K., Ram J., Suthar D.L., On two-dimensional Saigo–Maeda frac- tional calculus involving two-dimensional H-transforms. Acta Cienc. Indica Math., 30(4), pp. 813–822 (2004) MR2220224 Nishimoto K., N-fractional calculus of a logarithmic function and generali- zed hypergeometric functions. J. Fract. Calc., 29(1), pp. 1–8 (2006) MR2224671 Saxena R.K., Ram J., Chandak S., On two-dimensional generalized Saigo fractional calculus associated with two-dimensional generalized H-transfroms. J. Indian Acad. Math., 27(1), pp. 167–180 (2005) MR2266353 Lin S.-D., Tu S.-T., Srivastava H.M., Some families of multiple infinite sums and associated fractional differintegral formulas for power and composite functions. J. Fract. Calc., 30, pp. 45–58 (2006) MR2286840 Biacino L., Derivatives of fractional orders of continuos functions. Ricerche di Matematica, LIII(2), pp. 231–254 (2004) MR2330471 Chaurasia V.B.L., Srivastava A., A unified approach to fractional calculus pertaining to H-functions. Soochow J. of Math., 33(2), pp. 211–221 (2007) MR2332241 Chaurasia V.B.L., Patni R., Shekhawat A.S., Applications of fractional deri- vatives of certain special functions. Soochow J. of Math., 33(2), pp. 325–334 (2007) MR2355703 Agrawal R., Bansal S.K., A study of unified integral operators involving a general multivariable polynomial and a product of two H¯ −functions. J. Rajasthan Acad. Phy. Sci., 6(3), pp. 289–300 (2007) MR2390179 Benchohra M., Hamani S., Ntouyas S.K., Boundary value problems for dif- ferential equations with fractional order. Surv. -
A Novel Approach to Fractional Calculus -.:: Natural Sciences
Progr. Fract. Differ. Appl. 4, No. 4, 463-478 (2018) 463 Progress in Fractional Differentiation and Applications An International Journal http://dx.doi.org/10.18576/pfda/040402 A Novel Approach to Fractional Calculus: Utilizing Fractional Integrals and Derivatives of the Dirac Delta Function Evan Camrud1,2 1 Department of Mathematics, Concordia College, Moorhead, MN, USA 2 Department of Mathematics, Iowa State University, Ames, IA, USA Received: 8 Jan. 2018, Revised: 28 Feb. 2018, Accepted: 2 Mar. 2018 Published online: 1 Oct. 2018 Abstract: While the definition of a fractional integral may be codified by Riemann and Liouville, an agreed-upon fractional derivative has eluded discovery for many years. This is likely a result of integral definitions including numerous constants of integration in their results. An elimination of constants of integration opens the door to an operator that reconciles all known fractional derivatives and shows surprising results in areas unobserved before, including the appearance of the Riemann Zeta function and fractional Laplace and Fourier transforms. A new class of functions, known as Zero Functions and closely related to the Dirac delta function, are necessary for one to perform elementary operations of functions without using constants. The operator also allows for a generalization of the Volterra integral equation, and provides a method of solving for Riemann’s complimentary function introduced during his research on fractional derivatives. Keywords: Fractional calculus, fractional differential equations, integral transforms, operations with distributions, special functions. 1 Introduction The concept of derivatives of non-integer order, commonly known as fractional derivatives, first appeared in a letter between L’Hopital and Leibniz in which the question of a half-order derivative was posed [1]. -
Porta-SIMD: an Optimally Portable SIMD Programming Language Duke CS-1990-12 UNC CS TR90-021 May 1990
Porta-SIMD: An Optimally Portable SIMD Programming Language Duke CS-1990-12 UNC CS TR90-021 May 1990 Russ Tuck Duke University Deparment of Computer Science Durham, NC 27706 The University of North Carolina at Chapel Hill Department of Computer Science CB#3175, Sitterson Hall Chapel Hill, NC 27599-3175 Text (without appendix) of a Ph.D. dissertation submitted to Duke University. The research was performed at UNC. @ 1990 Russell R. Tuck, III UNC is an Equal Opportunity/Atlirmative Action Institution. PORTA-SIMD: AN OPTIMALLY PORTABLE SIMD PROGRAMMING LANGUAGE by Russell Raymond Tuck, III Department of Computer Science Duke University Dissertation submitte in partial fulfillment of the requirements for the degree of Doctor of Philosophy in the Department of Computer Science in the Graduate School of Duke University 1990 Copyright © 1990 by Russell Raymond Tuck, III All rights reserved Abstract Existing programming languages contain architectural assumptions which limit their porta bility. I submit optimal portability, a new concept which solves this language design problem. Optimal portability makes it possible to design languages which are portable across vari ous sets of diverse architectures. SIMD (Single-Instruction stream, Multiple-Data stream) computers represent an important and very diverse set of architectures for which to demon strate optimal portability. Porta-SIMD (pronounced "porta.-simm'd") is the first optimally portable language for SIMD computers. It was designed and implemented to demonstrate that optimal portability is a useful and achievable standard for language design. An optimally portable language allows each program to specify the architectural features it requires. The language then enables the compiled program to exploit exactly those fea. tures, and to run on all architectures that provide them. -
Chapter 9 Some Special Functions
Chapter 9 Some Special Functions Up to this point we have focused on the general properties that are associated with uniform convergence of sequences and series of functions. In this chapter, most of our attention will focus on series that are formed from sequences of functions that are polynomials having one and only one zero of increasing order. In a sense, these are series of functions that are “about as good as it gets.” It would be even better if we were doing this discussion in the “Complex World” however, we will restrict ourselves mostly to power series in the reals. 9.1 Power Series Over the Reals jIn this section,k we turn to series that are generated by sequences of functions :k * ck x k0. De¿nition 9.1.1 A power series in U about the point : + U isaseriesintheform ;* n c0 cn x : n1 where : and cn, for n + M C 0 , are real constants. Remark 9.1.2 When we discuss power series, we are still interested in the differ- ent types of convergence that were discussed in the last chapter namely, point- 3wise, uniform and absolute. In this context, for example, the power series c0 * :n t U n1 cn x is said to be3pointwise convergent on a set S 3if and only if, + * :n * :n for each x0 S, the series c0 n1 cn x0 converges. If c0 n1 cn x0 369 370 CHAPTER 9. SOME SPECIAL FUNCTIONS 3 * :n is divergent, then the power series c0 n1 cn x is said to diverge at the point x0. -
Pnw 2020 Strunk001.Pdf
Remote Sensing of Environment 237 (2020) 111535 Contents lists available at ScienceDirect Remote Sensing of Environment journal homepage: www.elsevier.com/locate/rse Evaluation of pushbroom DAP relative to frame camera DAP and lidar for forest modeling T ∗ Jacob L. Strunka, , Peter J. Gouldb, Petteri Packalenc, Demetrios Gatziolisd, Danuta Greblowskae, Caleb Makif, Robert J. McGaugheyg a USDA Forest Service Pacific Northwest Research Station, 3625 93rd Ave SW, Olympia, WA, 98512, USA b Washington State Department of Natural Resources, PO Box 47000, 1111 Washington Street, SE, Olympia, WA, 98504-7000, USA c School of Forest Sciences, Faculty of Science and Forestry, University of Eastern Finland, P.O. Box 111, 80101, Joensuu, Finland d USDA Forest Service Pacific Northwest Research Station, 620 Southwest Main, Suite 502, Portland, OR, 97205, USA e GeoTerra Inc., 60 McKinley St, Eugene, OR, 97402, USA f Washington State Department of Natural Resources, PO Box 47000, 1111 Washington Street SE, Olympia, WA, 98504-7000, USA g USDA Forest Service Pacific Northwest Research Station, University of Washington, PO Box 352100, Seattle, WA, 98195-2100, USA ARTICLE INFO ABSTRACT Keywords: There is growing interest in using Digital Aerial Photogrammetry (DAP) for forestry applications. However, the Lidar performance of pushbroom DAP relative to frame-based DAP and airborne lidar is not well documented. Interest Structure from motion in DAP stems largely from its low cost relative to lidar. Studies have demonstrated that frame-based DAP Photogrammetry generally performs slightly poorer than lidar, but still provides good value due to its reduced cost. In the USA Forestry pushbroom imagery can be dramatically less expensive than frame-camera imagery in part because of a na- DAP tionwide collection program. -
Fractional-Order Derivatives and Integrals: Introductory Overview and Recent Developments
KYUNGPOOK Math. J. 60(2020), 73-116 https://doi.org/10.5666/KMJ.2020.60.1.73 pISSN 1225-6951 eISSN 0454-8124 ⃝c Kyungpook Mathematical Journal Fractional-Order Derivatives and Integrals: Introductory Overview and Recent Developments Hari Mohan Srivastava Department of Mathematics and Statistics, University of Victoria, Victoria, British Columbia V8W3R4, Canada and Department of Medical Research, China Medical University Hospital, China Medical University, Taichung 40402, Taiwan, Republic of China and Department of Mathematics and Informatics, Azerbaijan University, 71 Jeyhun Ha- jibeyli Street, AZ1007 Baku, Azerbaijan e-mail : [email protected] Abstract. The subject of fractional calculus (that is, the calculus of integrals and deriva- tives of any arbitrary real or complex order) has gained considerable popularity and im- portance during the past over four decades, due mainly to its demonstrated applications in numerous seemingly diverse and widespread fields of mathematical, physical, engineer- ing and statistical sciences. Various operators of fractional-order derivatives as well as fractional-order integrals do indeed provide several potentially useful tools for solving dif- ferential and integral equations, and various other problems involving special functions of mathematical physics as well as their extensions and generalizations in one and more variables. The main object of this survey-cum-expository article is to present a brief ele- mentary and introductory overview of the theory of the integral and derivative operators of fractional calculus and their applications especially in developing solutions of certain interesting families of ordinary and partial fractional “differintegral" equations. This gen- eral talk will be presented as simply as possible keeping the likelihood of non-specialist audience in mind. -
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. -
Special Functions
Chapter 5 SPECIAL FUNCTIONS Chapter 5 SPECIAL FUNCTIONS table of content Chapter 5 Special Functions 5.1 Heaviside step function - filter function 5.2 Dirac delta function - modeling of impulse processes 5.3 Sine integral function - Gibbs phenomena 5.4 Error function 5.5 Gamma function 5.6 Bessel functions 1. Bessel equation of order ν (BE) 2. Singular points. Frobenius method 3. Indicial equation 4. First solution – Bessel function of the 1st kind 5. Second solution – Bessel function of the 2nd kind. General solution of Bessel equation 6. Bessel functions of half orders – spherical Bessel functions 7. Bessel function of the complex variable – Bessel function of the 3rd kind (Hankel functions) 8. Properties of Bessel functions: - oscillations - identities - differentiation - integration - addition theorem 9. Generating functions 10. Modified Bessel equation (MBE) - modified Bessel functions of the 1st and the 2nd kind 11. Equations solvable in terms of Bessel functions - Airy equation, Airy functions 12. Orthogonality of Bessel functions - self-adjoint form of Bessel equation - orthogonal sets in circular domain - orthogonal sets in annular fomain - Fourier-Bessel series 5.7 Legendre Functions 1. Legendre equation 2. Solution of Legendre equation – Legendre polynomials 3. Recurrence and Rodrigues’ formulae 4. Orthogonality of Legendre polynomials 5. Fourier-Legendre series 6. Integral transform 5.8 Exercises Chapter 5 SPECIAL FUNCTIONS Chapter 5 SPECIAL FUNCTIONS Introduction In this chapter we summarize information about several functions which are widely used for mathematical modeling in engineering. Some of them play a supplemental role, while the others, such as the Bessel and Legendre functions, are of primary importance. These functions appear as solutions of boundary value problems in physics and engineering. -
Notes on Special Functions
Spring 2005 1 Notes on Special Functions Francis J. Narcowich Department of Mathematics Texas A&M University College Station, TX 77843-3368 Introduction These notes are for our classes on special functions. The elementary functions that appear in the first few semesters of calculus – powers of x, ln, sin, cos, exp, etc. are not enough to deal with the many problems that arise in science and engineering. Special function is a term loosely applied to additional functions that arise frequently in applications. We will discuss three of them here: Bessel functions, the gamma function, and Legendre polynomials. 1 Bessel Functions 1.1 A heat flow problem Bessel functions come up in problems with circular or spherical symmetry. As an example, we will look at the problem of heat flow in a circular plate. This problem is the same as the one for diffusion in a plate. By adjusting our units of length and time, we may assume that the plate has a unit radius. Also, we may assume that certain physical constants involved are 1. In polar coordinates, the equation governing the temperature at any point (r, θ) and any time t is the heat equation, ∂u 1 ∂ ∂u 1 ∂2u = r + 2 2 . (1) ∂t r ∂r³ ∂r ´ r ∂θ By itself, this equation only represents the energy balance in the plate. Two more pieces of information are necessary for us to be able to determine the temperature: the initial temperature, u(0, r, θ)= f(r, θ), and the temperature at the boundary, u(t, 1, θ), which we will assume to be 0. -
The Calculus of Trigonometric Functions the Calculus of Trigonometric Functions – a Guide for Teachers (Years 11–12)
1 Supporting Australian Mathematics Project 2 3 4 5 6 12 11 7 10 8 9 A guide for teachers – Years 11 and 12 Calculus: Module 15 The calculus of trigonometric functions The calculus of trigonometric functions – A guide for teachers (Years 11–12) Principal author: Peter Brown, University of NSW Dr Michael Evans, AMSI Associate Professor David Hunt, University of NSW Dr Daniel Mathews, Monash University Editor: Dr Jane Pitkethly, La Trobe University Illustrations and web design: Catherine Tan, Michael Shaw Full bibliographic details are available from Education Services Australia. Published by Education Services Australia PO Box 177 Carlton South Vic 3053 Australia Tel: (03) 9207 9600 Fax: (03) 9910 9800 Email: [email protected] Website: www.esa.edu.au © 2013 Education Services Australia Ltd, except where indicated otherwise. You may copy, distribute and adapt this material free of charge for non-commercial educational purposes, provided you retain all copyright notices and acknowledgements. This publication is funded by the Australian Government Department of Education, Employment and Workplace Relations. Supporting Australian Mathematics Project Australian Mathematical Sciences Institute Building 161 The University of Melbourne VIC 3010 Email: [email protected] Website: www.amsi.org.au Assumed knowledge ..................................... 4 Motivation ........................................... 4 Content ............................................. 5 Review of radian measure ................................. 5 An important limit .................................... -
GUIDE to INTERNATIONAL UNIVERSITY ADMISSION About NACAC
GUIDE TO INTERNATIONAL UNIVERSITY ADMISSION About NACAC The National Association for College Admission Counseling (NACAC), founded in 1937, is an organization of 14,000 professionals from around the world dedicated to serving students as they make choices about pursuing postsecondary education. NACAC is committed to maintaining high standards that foster ethical and social responsibility among those involved in the transition process, as outlined in the NACAC’s Guide to Ethical Practice in College Admission. For more information and resources, visit nacacnet.org. The information presented in this document may be reprinted and distributed with permission from and attribution to the National Association for College Admission Counseling. It is intended as a general guide and is presented as is and without warranty of any kind. While every effort has been made to ensure the accuracy of the content, NACAC shall not in any event be liable to any user or any third party for any direct or indirect loss or damage caused or alleged to be caused by the information contained herein and referenced. Copyright © 2020 by the National Association for College Admission Counseling. All rights reserved. NACAC 1050 N. Highland Street Suite 400 Arlington, VA 22201 800.822.6285 nacacnet.org COVID-19 IMPACTS ON APPLYING ABROAD NACAC is pleased to offer this resource for the fifth year. NACAC’s Guide to International University Admission promotes study options outside students’ home countries for those who seek an international experience. Though the impact the current global health crisis will have on future classes remains unclear, we anticipate that there will still be a desire among students—perhaps enhanced as a result of COVID-19, to connect with people from other cultures and parts of the world, and to pursue an undergraduate degree abroad.