A Fictitious Time Integration Method for a One-Dimensional Hyperbolic Boundary Value Problem
|
|
- Posy Snow
- 5 years ago
- Views:
Transcription
1 Journa o mathematics and computer science 14 (15) A Fictitious ime Integration Method or a One-Dimensiona Hyperboic Boundary Vaue Probem Mir Saad Hashemi 1,*, Maryam Sariri 1 1 Department o Mathematics, Basic Science Facuty, University o Bonab, Bonab 55517, Iran * hashemi_math396@yahoo.com, hashemi@bonabu.ac.ir Artice history: Received Juy 14 Accepted August 14 Avaiabe onine November 14 Abstract his paper gives an estimate or the initia-boundary vaue probem o wave equations by using the Fictitious ime Integration Method (FIM) previousy deveoped by Liu and Aturi [1]. Given exampes conirm that FIM is highy eicient approach to ind the true soutions. It is interesting that the FIM can easiy treat the boundary vaue probems without any iteration and has high eiciency and high accuracy. Keywords: Wave Equation, method o ine, Fictitious ime Integration Method, Group preserving scheme, Lie group, Geometric numerica integration. 1. Introduction Partia dierentia equations (PDEs) are irst divided into two categories: non-evoutionary and evoutionary. hen, the atter is urther cassiied into as paraboic and hyperboic types according to the number o rea characteristic ines. A non-evoutionary PDE is usuay named eiptic type PDE because it exists no rea characteristic ine. Our task is to deveop a non-iterative agorithm having the advantages o easy to numerica impementation, and a great exibiity appying to the most paraboic type boundary vaue probems (BVPs) without resorting on specia treatments. his paper is motivated by using the evoutionary property o paraboic type PDE and the accurcay o numerica time integrators, and proposes a natura and mathematica equivaent approach to transorm the underying equation into a paraboic PDE without destroying the origina structure. In this paper, irsty by transorming the dependent variabe u( into a new one by v( y, : (1 u( such that the origina equation is naturay and mathematicay equivaenty written as a quasiinear paraboic equation, we use the method o ine or semi-discretization o wave 87
2 equation and then we appy the GPS, which irsty derived by Liu []. GPS uses the Cayey transormation and the Pade approximations in the augmented space, namey Minkowski. Ater tha Liu [3] appied the GPS or backward heat conduction probems, which is an i-posed probem and considered its stabiity and showed that obtained resuts is better than the Gaerkin soutions. Lee et a. [4] or soving the initia vaue probems o sti ordinary dierentia equations have proposed a modiied GPS. Abbasbandy and Hashemi have deveoped a combination o method o ine and GPS to obtain the soution o a severey i-posed Lapace equation [5]. Aso a combination o GPS and Lie symmetries are introduced by Hashemi et.a in [6]. he dynamic behavior o a singe-mass, two degree o reedom biinear osciator has considered by Liu [7], by using the GPS. Estimation o the temperature-dependent therma conductivity o a one-dimensiona inverse heat conduction probem has studied by one-step GPS in [8]. One o the most imortant hyperboic second-order equations is the wave equation u c =, (1) tt u xx where x signiies the spatia variabe, t the time variabe, u = u( the unknown unction and c is a given positive constant. he wave equation describes vibrations o a string. Physicay u ( represents the vaue o the norma dispacement o a partice at position x and time t. Our task is to deveop a non-iterative agorithm having the advantages o easy to numerica impementation, and a great exibiity appying to the most hyperboic type BVPs without resorting on specia treatments. Let us begin with a discussion o the oowing quasiinear hyperboic equation: u( = F( u, u ut, ), (, () u ( = H(, (, (3) where : c, is the boundary o the probem domain, and F and H are given t x unctions. It is known that or the evoutionary type PDEs a semi-discretization o the spatia coordinates together with numerica time integrators or initia vaue probems (IVPs) can hep us to ind numerica soutions eectivey.. A ictitious time integration approach First we propose the oowing transormation: and introduce a viscosity damping coeicient in Eq. (1): Mutipying the above equation by v( ) = (1 ) u(, (4) = u F( u, u x, u t, ). (5) 1 and using Eq. (5) we have 88
3 = v (1 ) F( u, u x, u t, ). (6) v Recaing that = u( by Eq. (5), and adding it on both the sides o the above equation we obtain v = v (1 ) F( u, u ut, ) u. (7) Finay by using u = v/(1, ux = vx/(1 and ut = vt/(1, etc. we can change Eqs. (1) and () into a paraboic type PDE: v v vx vt = v (1 ) F(,,, ) (, (8) v( ) = (1 ) H(, (. (9) here is maybe another seection o Eq. (5) by using v( ) = q( ) u(, where we require that q() = 1. However, when q ( ) is more compex than 1 the resuting PDE is more compex than Eq. (9), and there seems no good reason to seect a more compex q ( ). he above idea has been proposed and used by Liu and his coworkers in [9-15], whose numerica resuts are very we and satisactory..1. Semi-discretization Let v ( ) := v( x, t, ) be a numerica vaue o v at the grid point x, t ), and at the i, i ( i ictitious variabe. Appying a semi-discrete procedure on the Eq. (8), yieds a couped system o ordinary dierentia equations (ODEs): v = [ v ] [ ] i1, vi, vi 1, v i, 1 vi, vi, ( x) ( 1 i, vi, (1 ) F( xi, t 1 vi, vi 1, vi 1,,, 1 (1 ) x vi, 1 vi, 1, (1 ) t, ), (1) where x and t are uniorm spatia grid engths in x and t directions, and m is the number o subintervas in each direction, assuming the same. In this section we have transormed the boundary vaue probem o the one-order hyperboic PDE in Eq. (1) to an evoutionary probem o a paraboic PDE in Eq. (8), and inay arrived to an initia vaue probem in the n-dimensiona ODE system (1) with dimensions n = m. he initia vaue o Eq. (1) is given through a guess because the true initia condition o v ( ) = u( is not known a priori; however, when x, t ) is ocated on the boundary, the boundary condition (9) has to be satisied. ( i 89
4 3. GPS or dierentia equations system Upon etting v = ( v1,1, v1,,, v m, m ) and denoting a vector with the i -th component being the right-hand side o Eq. (1) we can write it as a vector orm: n v = ( v, ), vr, R (11) where n is the number o tota grid points inside the domain. GPS can preserve the interna symmetry group o the considered ODE system. Athough we do not know previousy the symmetry group o dierentia equations system, Liu [] has embedded it into an augmented dierentia system, which concerns with not ony the evoution o state variabes themseves but aso the evoution o the magnitude o the state variabes vector. We note that v = v v = v. v, (1) where the superscript signiies the transpose, and the dot between two n-dimensiona vectors denotes their inner product. aking the derivatives o both the sides o Eq. (1) with respect to we have d v ( v ) v =. dt v v (13) hen, by using Eqs. (11) and (13) we can derive d v v =. dt v (14) It is interesting that Eqs. (11) and (14) can be combined together into a simpe matrix equation: ( v, ) n n d v v v =. (, ) d v v v v (15) It is obvious that the irst row in Eq. (15) is the same as the origina equation (11), but the incusion o the second row in Eq. (15) gives us a Minkowskian structure o the augmented state variabes o X ) := ( v, v, which satisies the cone condition: X gx =, (16) where I n 1 g = n. 1 1 (17) n 9
5 is a Minkowski metric, and I n is the identity matrix o order n. In terms o ( v, v ), Eq. (16) becomes X gx = v. v v = v v =. (18) It oows rom the deinition given in Eq. (1), and thus Eq. (16) is a natura resut. Consequenty, we have an n 1 dimensiona augmented system: with a constraint (17), where X = AX (19) n n A:= t ( v, ) v ( v, ) v () satisying A g ga =, (1) is a Lie agebra so (n,1) o the proper orthochronous Lorentz group SOo (n,1). his act prompts us to devise the group-preserving scheme (GPS), whose discretized mapping G must exacty preserve the oowing properties: i: G gg = g, ii: detg = 1, iii: G >, where G is the -th component o G. Athough the dimension o the new system is raised one more, it has been shown that the new system permits a GPS given as oows: X = G( ) X, () 1 where X denotes the numerica vaue o X at, and G ( ) SO ( n,1) is the group vaue o G at. he Lie group can be generated rom A so(n,1) by an exponentia mapping, ( 1) In [ ( )] = exp A, (3) 91
6 where a := cosh( v b := sinh( v ), ). (4) (5) Substituting Eq. (3) or G () into Eq. (), we obtain where v 1 = v, (6) ( 1). v = v. 4. Numerica procedure Starting rom an initia vaue o v, which can be guessed in a rather ree way, we empoy the i above GPS to integrate Eq. (11) rom = to a seected ina time. In the numerica integration process we can check the convergence o v, at the and 1-steps by i m i, =1 1 [ v v ], (8) i, where is a seected convergent criterion. I at a time the above criterion is satisied, then the soution o u is given by In practice, i a suitabe i, vi, ( ) u i, =. (9) 1 is seected we ind that the numerica soution is aso approached very we to the true soution, even the above convergent criterion is not satisied. he viscosity coeicient introduced in Eq. (5) can increase the stabiity o numerica integration. In particuar we woud emphasize that the present method is very stabe and eectivey without needing o any iteration. Beow we give numerica exampes to dispay some advantages o the present FIM. 5. Numerica exampes In this section, we consider two exampes o wave equation to exhibit the eiciency and power o FIM. 9
7 Exampe 1. We irst consider a wave equation as oows: (3) utt ux u( ) u x(, 1, u ( ) cos( x), t u (, 1, x he domain is given by = {( x, x, t }, (31) and anaytica soution is: u( = x cos xsin t. he boundary data o H ( in FIM can be written as v, ( ) = (1 )sin t, vm 1, ( ) = (1 )( sin t v ) x. i,( = (1 ) xi, vi, m 1( ) = (1 1 We ix x = t = with m = 5,which the number o equations in Eq. (1) wi be n = We m start by an initia vaue o v = 1 and integrate Eq. (3) by using the GPS with a time stepsize i, =.1 he ina time is = 1. he vaues =.1 and =.1 are seected in this equation. Fig. 1. shows that obtained approximate soution is an accurate soution. i ), Figure 1: Potting the numerica and Exact soution o Exampe 1 or a Wave equation. 93
8 Exampe. Consider utt ux u( ), u(, 1, (3) u ( ) sin( x), t u(, 1, with anaytica soution u( = sin xsin t, In the given domain he boundary data H ( can be written as: = {( x, x, y }. v, ( ) =, v m 1, ( ) =, v =, ( ) =. i,( v i, m1 1 We ix x = t = with m = 5, and the number o equations in Eq. (1) is n = We start by m an initia vaue o v = 1 or the interior nodes and integrate Eq. (3) by using the GPS with a time i, stepsize =.1 and ina time = 1. Under a given =.3 and =.1 the convergence is perormed within the range o < = 1. Finay, accuracy and powern o FIM can be seen rom the Fig.. 94
9 Figure : Potting the numerica and Exact soution o Exampe or a Wave equation. 6. Concusion In the present paper, the origina quasiinear eiptic equation is mathematicay transormed into a paraboic type evoutionary equation by in troducing a ictitious time coordinate, and adding a viscous damping coeicient to enhance the stabiity o numerica integration o the discretized equations by using a group preserving scheme. We must stress that the resuting paraboic equation is mathematicay equivaent to the origina equation, and no approximation is made. Hence, the present FIM can work very eectivey and accuratey or the soution o boundary vaue probem o quasiinear eiptic equation. Because no iteration is required, the present method is very time saving and power o method is shown graphicay. Reerences [1] C.-S. Liu, S.N. Aturi, A nove time integration method or soving a arge system o non-inear agebraic equations, CMES 31 (8) [] C.-S. Liu, Cone o non-inear dynamica system and group preserving schemes, Int. J. Non- Linear Mech. 36 (1) [3] C.-S. Liu, Group preserving scheme or backward heat conduction probems, Int. J. Heat Mass ranser 47 (4) [4] H.-C. Lee, C.-K. Chen, C.-I. Hung, A modiied group-preserving scheme or soving the initia vaue probems o sti ordinary dierentia equations, App. Math. Comput. 133 () [5] S. Abbasbandy, M.S. Hashemi, Group preserving scheme or the Cauchy probem o the Lapace equation, Eng. Ana. Bound. Eem. 35 (11) [6] M.S. Hashemi, M.C. Nucci, S. Abbasbandy, Group anaysis o the modiied generaized Vakhnenko equation, Commun. Noninear Sci. Numer. Simuat. 18 (13)
10 [7] C.-S. Liu, wo-dimensiona biinear osciator: group-preserving scheme and steady-state motion under harmonic oading, Int. J. Non-Linear Mech. 38 (3) [8] C.-S. Liu, One-step GPS or the estimation o temperature-dependent therma conductivity, Int. J. Heat Mass ranser 49 (6) [9] C.-S. Liu, A ictitious time integration method or two-dimensiona quasiinear eiptic boundary vaue probems, CMES: Computer Modeing in Engineering & Sciences, 33 (8) [1] C.-S. Liu, A ictitious time integration method or soving the discretized inverse Sturm- Liouvie probems, or speciied eigenvaues, CMES: Computer Modeing in Engineering & Sciences, 36 (8) [11] C.-S. Liu, A ictitious time integration method or soving m-point boundary vaue probems, CMES: Computer Modeing in Engineering & Sciences, 39 (9) [1] C.-S. Liu, A ictitious time integration method or a quasiinear eiptic boundary vaue probem deined in an arbitrary pane domain, CMC: Computers, Materias & Continua, 11 (9) [13] C.-S. Liu, S. N. Aturi, A nove time integration method or soving a arge system o noninear agebraic equations, CMES: Computer Modeing in Engineering & Sciences, 31 (8) [14] C.-S. Liu, S. N. Aturi, A ictitious time integration method (FIM) or soving mixed compementarity probems with appications to non-inear optimization, CMES: Computer Modeing in Engineering & Sciences, 34 (8) [15] C.-S. Liu, S. N. Aturi, A ictitious time integration method or the numerica soution o the Fredhom integra equation and or numerica dierentiation o noisy data, and its reation to the iter theory, CMES: Computer Modeing in Engineering & Sciences, 41 (9)
4 Separation of Variables
4 Separation of Variabes In this chapter we describe a cassica technique for constructing forma soutions to inear boundary vaue probems. The soution of three cassica (paraboic, hyperboic and eiptic) PDE
More informationStrauss PDEs 2e: Section Exercise 2 Page 1 of 12. For problem (1), complete the calculation of the series in case j(t) = 0 and h(t) = e t.
Strauss PDEs e: Section 5.6 - Exercise Page 1 of 1 Exercise For probem (1, compete the cacuation of the series in case j(t = and h(t = e t. Soution With j(t = and h(t = e t, probem (1 on page 147 becomes
More informationHomotopy Perturbation Method for Solving Partial Differential Equations of Fractional Order
Int Journa of Math Anaysis, Vo 6, 2012, no 49, 2431-2448 Homotopy Perturbation Method for Soving Partia Differentia Equations of Fractiona Order A A Hemeda Department of Mathematics, Facuty of Science
More informationSEMINAR 2. PENDULUMS. V = mgl cos θ. (2) L = T V = 1 2 ml2 θ2 + mgl cos θ, (3) d dt ml2 θ2 + mgl sin θ = 0, (4) θ + g l
Probem 7. Simpe Penduum SEMINAR. PENDULUMS A simpe penduum means a mass m suspended by a string weightess rigid rod of ength so that it can swing in a pane. The y-axis is directed down, x-axis is directed
More informationMATH 172: MOTIVATION FOR FOURIER SERIES: SEPARATION OF VARIABLES
MATH 172: MOTIVATION FOR FOURIER SERIES: SEPARATION OF VARIABLES Separation of variabes is a method to sove certain PDEs which have a warped product structure. First, on R n, a inear PDE of order m is
More information14 Separation of Variables Method
14 Separation of Variabes Method Consider, for exampe, the Dirichet probem u t = Du xx < x u(x, ) = f(x) < x < u(, t) = = u(, t) t > Let u(x, t) = T (t)φ(x); now substitute into the equation: dt
More informationStrauss PDEs 2e: Section Exercise 1 Page 1 of 7
Strauss PDEs 2e: Section 4.3 - Exercise 1 Page 1 of 7 Exercise 1 Find the eigenvaues graphicay for the boundary conditions X(0) = 0, X () + ax() = 0. Assume that a 0. Soution The aim here is to determine
More informationIntegrating Factor Methods as Exponential Integrators
Integrating Factor Methods as Exponentia Integrators Borisav V. Minchev Department of Mathematica Science, NTNU, 7491 Trondheim, Norway Borko.Minchev@ii.uib.no Abstract. Recenty a ot of effort has been
More informationMA 201: Partial Differential Equations Lecture - 10
MA 201: Partia Differentia Equations Lecture - 10 Separation of Variabes, One dimensiona Wave Equation Initia Boundary Vaue Probem (IBVP) Reca: A physica probem governed by a PDE may contain both boundary
More information4 1-D Boundary Value Problems Heat Equation
4 -D Boundary Vaue Probems Heat Equation The main purpose of this chapter is to study boundary vaue probems for the heat equation on a finite rod a x b. u t (x, t = ku xx (x, t, a < x < b, t > u(x, = ϕ(x
More informationPERFORMANCE COMPARISON OF OPEN AND CLOSED LOOP OPERATION OF UPFC
OL. 3, NO. 5, OCTOE 008 ISSN 89-6608 AN Journa o Engineering and Appied Sciences 006-008 Asian esearch ubishing Networ (AN. A rights reserved. www.arpnournas.com EFOMANCE COMAISON OF OEN AND CLOSED LOO
More informationFourier Series. 10 (D3.9) Find the Cesàro sum of the series. 11 (D3.9) Let a and b be real numbers. Under what conditions does a series of the form
Exercises Fourier Anaysis MMG70, Autumn 007 The exercises are taken from: Version: Monday October, 007 DXY Section XY of H F Davis, Fourier Series and orthogona functions EÖ Some exercises from earier
More informationSolution of Wave Equation by the Method of Separation of Variables Using the Foss Tools Maxima
Internationa Journa of Pure and Appied Mathematics Voume 117 No. 14 2017, 167-174 ISSN: 1311-8080 (printed version); ISSN: 1314-3395 (on-ine version) ur: http://www.ijpam.eu Specia Issue ijpam.eu Soution
More informationMath 124B January 17, 2012
Math 124B January 17, 212 Viktor Grigoryan 3 Fu Fourier series We saw in previous ectures how the Dirichet and Neumann boundary conditions ead to respectivey sine and cosine Fourier series of the initia
More informationDYNAMIC RESPONSE OF CIRCULAR FOOTINGS ON SATURATED POROELASTIC HALFSPACE
3 th Word Conference on Earthquake Engineering Vancouver, B.C., Canada August -6, 4 Paper No. 38 DYNAMIC RESPONSE OF CIRCULAR FOOTINGS ON SATURATED POROELASTIC HALFSPACE Bo JIN SUMMARY The dynamic responses
More informationInteractive Fuzzy Programming for Two-level Nonlinear Integer Programming Problems through Genetic Algorithms
Md. Abu Kaam Azad et a./asia Paciic Management Review (5) (), 7-77 Interactive Fuzzy Programming or Two-eve Noninear Integer Programming Probems through Genetic Agorithms Abstract Md. Abu Kaam Azad a,*,
More information1D Heat Propagation Problems
Chapter 1 1D Heat Propagation Probems If the ambient space of the heat conduction has ony one dimension, the Fourier equation reduces to the foowing for an homogeneous body cρ T t = T λ 2 + Q, 1.1) x2
More informationCopyright information to be inserted by the Publishers. Unsplitting BGK-type Schemes for the Shallow. Water Equations KUN XU
Copyright information to be inserted by the Pubishers Unspitting BGK-type Schemes for the Shaow Water Equations KUN XU Mathematics Department, Hong Kong University of Science and Technoogy, Cear Water
More informationPhysics 235 Chapter 8. Chapter 8 Central-Force Motion
Physics 35 Chapter 8 Chapter 8 Centra-Force Motion In this Chapter we wi use the theory we have discussed in Chapter 6 and 7 and appy it to very important probems in physics, in which we study the motion
More informationResearch Article Numerical Range of Two Operators in Semi-Inner Product Spaces
Abstract and Appied Anaysis Voume 01, Artice ID 846396, 13 pages doi:10.1155/01/846396 Research Artice Numerica Range of Two Operators in Semi-Inner Product Spaces N. K. Sahu, 1 C. Nahak, 1 and S. Nanda
More informationA Brief Introduction to Markov Chains and Hidden Markov Models
A Brief Introduction to Markov Chains and Hidden Markov Modes Aen B MacKenzie Notes for December 1, 3, &8, 2015 Discrete-Time Markov Chains You may reca that when we first introduced random processes,
More informationMath 220B - Summer 2003 Homework 1 Solutions
Math 0B - Summer 003 Homework Soutions Consider the eigenvaue probem { X = λx 0 < x < X satisfies symmetric BCs x = 0, Suppose f(x)f (x) x=b x=a 0 for a rea-vaued functions f(x) which satisfy the boundary
More informationGauss Law. 2. Gauss s Law: connects charge and field 3. Applications of Gauss s Law
Gauss Law 1. Review on 1) Couomb s Law (charge and force) 2) Eectric Fied (fied and force) 2. Gauss s Law: connects charge and fied 3. Appications of Gauss s Law Couomb s Law and Eectric Fied Couomb s
More informationAn approximate method for solving the inverse scattering problem with fixed-energy data
J. Inv. I-Posed Probems, Vo. 7, No. 6, pp. 561 571 (1999) c VSP 1999 An approximate method for soving the inverse scattering probem with fixed-energy data A. G. Ramm and W. Scheid Received May 12, 1999
More informationLecture 6: Moderately Large Deflection Theory of Beams
Structura Mechanics 2.8 Lecture 6 Semester Yr Lecture 6: Moderatey Large Defection Theory of Beams 6.1 Genera Formuation Compare to the cassica theory of beams with infinitesima deformation, the moderatey
More informationMA 201: Partial Differential Equations Lecture - 11
MA 201: Partia Differentia Equations Lecture - 11 Heat Equation Heat conduction in a thin rod The IBVP under consideration consists of: The governing equation: u t = αu xx, (1) where α is the therma diffusivity.
More informationNumerical solution of one dimensional contaminant transport equation with variable coefficient (temporal) by using Haar wavelet
Goba Journa of Pure and Appied Mathematics. ISSN 973-1768 Voume 1, Number (16), pp. 183-19 Research India Pubications http://www.ripubication.com Numerica soution of one dimensiona contaminant transport
More informationMethods for Ordinary Differential Equations. Jacob White
Introduction to Simuation - Lecture 12 for Ordinary Differentia Equations Jacob White Thanks to Deepak Ramaswamy, Jaime Peraire, Micha Rewienski, and Karen Veroy Outine Initia Vaue probem exampes Signa
More informationRecursive Asymptotic Hybrid Matrix Method for Acoustic Waves in Multilayered Piezoelectric Media
Open Journa o Acoustics, 2,, 27-33 doi:.4236/oja.2.4 Pubished Onine September 2 (http://.scirp.org/journa/oja) Recursive Asymptotic Hybrid Matrix Method or Acoustic Waves in Mutiayered Piezoeectric Media
More informationTwo Kinds of Parabolic Equation algorithms in the Computational Electromagnetics
Avaiabe onine at www.sciencedirect.com Procedia Engineering 9 (0) 45 49 0 Internationa Workshop on Information and Eectronics Engineering (IWIEE) Two Kinds of Paraboic Equation agorithms in the Computationa
More informationNonlinear Analysis of Spatial Trusses
Noninear Anaysis of Spatia Trusses João Barrigó October 14 Abstract The present work addresses the noninear behavior of space trusses A formuation for geometrica noninear anaysis is presented, which incudes
More informationSimulation of single bubble rising in liquid using front tracking method
Advances in Fuid Mechanics VI 79 Simuation o singe bubbe rising in iquid using ront tracking method J. Hua & J. Lou Institute o High Perormance Computing, #01-01 The Capricorn, Singapore Abstract Front
More informationDISTRIBUTION OF TEMPERATURE IN A SPATIALLY ONE- DIMENSIONAL OBJECT AS A RESULT OF THE ACTIVE POINT SOURCE
DISTRIBUTION OF TEMPERATURE IN A SPATIALLY ONE- DIMENSIONAL OBJECT AS A RESULT OF THE ACTIVE POINT SOURCE Yury Iyushin and Anton Mokeev Saint-Petersburg Mining University, Vasiievsky Isand, 1 st ine, Saint-Petersburg,
More informationSeparation of Variables and a Spherical Shell with Surface Charge
Separation of Variabes and a Spherica She with Surface Charge In cass we worked out the eectrostatic potentia due to a spherica she of radius R with a surface charge density σθ = σ cos θ. This cacuation
More informationVolume 13, MAIN ARTICLES
Voume 13, 2009 1 MAIN ARTICLES THE BASIC BVPs OF THE THEORY OF ELASTIC BINARY MIXTURES FOR A HALF-PLANE WITH CURVILINEAR CUTS Bitsadze L. I. Vekua Institute of Appied Mathematics of Iv. Javakhishvii Tbiisi
More informationCS229 Lecture notes. Andrew Ng
CS229 Lecture notes Andrew Ng Part IX The EM agorithm In the previous set of notes, we taked about the EM agorithm as appied to fitting a mixture of Gaussians. In this set of notes, we give a broader view
More informationMath 124B January 31, 2012
Math 124B January 31, 212 Viktor Grigoryan 7 Inhomogeneous boundary vaue probems Having studied the theory of Fourier series, with which we successfuy soved boundary vaue probems for the homogeneous heat
More informationAssignment 7 Due Tuessday, March 29, 2016
Math 45 / AMCS 55 Dr. DeTurck Assignment 7 Due Tuessday, March 9, 6 Topics for this week Convergence of Fourier series; Lapace s equation and harmonic functions: basic properties, compuations on rectanges
More informationPhysics 127c: Statistical Mechanics. Fermi Liquid Theory: Collective Modes. Boltzmann Equation. The quasiparticle energy including interactions
Physics 27c: Statistica Mechanics Fermi Liquid Theory: Coective Modes Botzmann Equation The quasipartice energy incuding interactions ε p,σ = ε p + f(p, p ; σ, σ )δn p,σ, () p,σ with ε p ε F + v F (p p
More informationIntroduction to Simulation - Lecture 13. Convergence of Multistep Methods. Jacob White. Thanks to Deepak Ramaswamy, Michal Rewienski, and Karen Veroy
Introduction to Simuation - Lecture 13 Convergence of Mutistep Methods Jacob White Thans to Deepa Ramaswamy, Micha Rewiensi, and Karen Veroy Outine Sma Timestep issues for Mutistep Methods Loca truncation
More informationVTU-NPTEL-NMEICT Project
MODUE-X -CONTINUOUS SYSTEM : APPROXIMATE METHOD VIBRATION ENGINEERING 14 VTU-NPTE-NMEICT Project Progress Report The Project on Deveopment of Remaining Three Quadrants to NPTE Phase-I under grant in aid
More informationModule 22: Simple Harmonic Oscillation and Torque
Modue : Simpe Harmonic Osciation and Torque.1 Introduction We have aready used Newton s Second Law or Conservation of Energy to anayze systems ike the boc-spring system that osciate. We sha now use torque
More informationCategories and Subject Descriptors B.7.2 [Integrated Circuits]: Design Aids Verification. General Terms Algorithms
5. oward Eicient arge-scae Perormance odeing o Integrated Circuits via uti-ode/uti-corner Sparse Regression Wangyang Zhang entor Graphics Corporation Ridder Park Drive San Jose, CA 953 wangyan@ece.cmu.edu
More information6.434J/16.391J Statistics for Engineers and Scientists May 4 MIT, Spring 2006 Handout #17. Solution 7
6.434J/16.391J Statistics for Engineers and Scientists May 4 MIT, Spring 2006 Handout #17 Soution 7 Probem 1: Generating Random Variabes Each part of this probem requires impementation in MATLAB. For the
More informationC. Fourier Sine Series Overview
12 PHILIP D. LOEWEN C. Fourier Sine Series Overview Let some constant > be given. The symboic form of the FSS Eigenvaue probem combines an ordinary differentia equation (ODE) on the interva (, ) with a
More informationLecture Note 3: Stationary Iterative Methods
MATH 5330: Computationa Methods of Linear Agebra Lecture Note 3: Stationary Iterative Methods Xianyi Zeng Department of Mathematica Sciences, UTEP Stationary Iterative Methods The Gaussian eimination (or
More information$, (2.1) n="# #. (2.2)
Chapter. Eectrostatic II Notes: Most of the materia presented in this chapter is taken from Jackson, Chap.,, and 4, and Di Bartoo, Chap... Mathematica Considerations.. The Fourier series and the Fourier
More informationDIGITAL FILTER DESIGN OF IIR FILTERS USING REAL VALUED GENETIC ALGORITHM
DIGITAL FILTER DESIGN OF IIR FILTERS USING REAL VALUED GENETIC ALGORITHM MIKAEL NILSSON, MATTIAS DAHL AND INGVAR CLAESSON Bekinge Institute of Technoogy Department of Teecommunications and Signa Processing
More informationOn a geometrical approach in contact mechanics
Institut für Mechanik On a geometrica approach in contact mechanics Aexander Konyukhov, Kar Schweizerhof Universität Karsruhe, Institut für Mechanik Institut für Mechanik Kaiserstr. 12, Geb. 20.30 76128
More informationTHE OUT-OF-PLANE BEHAVIOUR OF SPREAD-TOW FABRICS
ECCM6-6 TH EUROPEAN CONFERENCE ON COMPOSITE MATERIALS, Sevie, Spain, -6 June 04 THE OUT-OF-PLANE BEHAVIOUR OF SPREAD-TOW FABRICS M. Wysocki a,b*, M. Szpieg a, P. Heström a and F. Ohsson c a Swerea SICOMP
More informationGeneral Decay of Solutions in a Viscoelastic Equation with Nonlinear Localized Damping
Journa of Mathematica Research with Appications Jan.,, Vo. 3, No., pp. 53 6 DOI:.377/j.issn:95-65...7 Http://jmre.dut.edu.cn Genera Decay of Soutions in a Viscoeastic Equation with Noninear Locaized Damping
More information1 Heat Equation Dirichlet Boundary Conditions
Chapter 3 Heat Exampes in Rectanges Heat Equation Dirichet Boundary Conditions u t (x, t) = ku xx (x, t), < x (.) u(, t) =, u(, t) = u(x, ) = f(x). Separate Variabes Look for simpe soutions in the
More informationLecture 9. Stability of Elastic Structures. Lecture 10. Advanced Topic in Column Buckling
Lecture 9 Stabiity of Eastic Structures Lecture 1 Advanced Topic in Coumn Bucking robem 9-1: A camped-free coumn is oaded at its tip by a oad. The issue here is to find the itica bucking oad. a) Suggest
More informationCABLE SUPPORTED STRUCTURES
CABLE SUPPORTED STRUCTURES STATIC AND DYNAMIC ANALYSIS OF CABLES 3/22/2005 Prof. dr Stanko Brcic 1 Cabe Supported Structures Suspension bridges Cabe-Stayed Bridges Masts Roof structures etc 3/22/2005 Prof.
More informationA Tool for Converting FEM Models into Representations Suitable for Control Synthesis
Proceedings o the 17th Word Congress The Internationa Federation o Automatic Contro Seou, Korea, Juy 6-11, 8 A Too or Converting FEM Modes into Representations Suitabe or Contro Synthesis Syed Fawad Raza
More informationFinite element method for structural dynamic and stability analyses
Finite eement method for structura dynamic and stabiity anayses Modue-9 Structura stabiity anaysis Lecture-33 Dynamic anaysis of stabiity and anaysis of time varying systems Prof C S Manohar Department
More information6 Wave Equation on an Interval: Separation of Variables
6 Wave Equation on an Interva: Separation of Variabes 6.1 Dirichet Boundary Conditions Ref: Strauss, Chapter 4 We now use the separation of variabes technique to study the wave equation on a finite interva.
More informationEXPONENTIAL DECAY OF SOLUTIONS TO A VISCOELASTIC EQUATION WITH NONLINEAR LOCALIZED DAMPING
Eectronic Journa of Differentia Equations, Vo. 24(24), No. 88, pp. 1 1. ISSN: 172-6691. URL: http://ejde.math.txstate.edu or http://ejde.math.unt.edu ftp ejde.math.txstate.edu (ogin: ftp) EXPONENTIAL DECAY
More informationImproving the Reliability of a Series-Parallel System Using Modified Weibull Distribution
Internationa Mathematica Forum, Vo. 12, 217, no. 6, 257-269 HIKARI Ltd, www.m-hikari.com https://doi.org/1.12988/imf.217.611155 Improving the Reiabiity of a Series-Parae System Using Modified Weibu Distribution
More informationFirst-Order Corrections to Gutzwiller s Trace Formula for Systems with Discrete Symmetries
c 26 Noninear Phenomena in Compex Systems First-Order Corrections to Gutzwier s Trace Formua for Systems with Discrete Symmetries Hoger Cartarius, Jörg Main, and Günter Wunner Institut für Theoretische
More informationMONTE CARLO SIMULATIONS
MONTE CARLO SIMULATIONS Current physics research 1) Theoretica 2) Experimenta 3) Computationa Monte Caro (MC) Method (1953) used to study 1) Discrete spin systems 2) Fuids 3) Poymers, membranes, soft matter
More informationIntroduction to Simulation - Lecture 14. Multistep Methods II. Jacob White. Thanks to Deepak Ramaswamy, Michal Rewienski, and Karen Veroy
Introduction to Simuation - Lecture 14 Mutistep Methods II Jacob White Thans to Deepa Ramaswamy, Micha Rewiensi, and Karen Veroy Outine Sma Timestep issues for Mutistep Methods Reminder about LTE minimization
More informationResearch Article Solution of Point Reactor Neutron Kinetics Equations with Temperature Feedback by Singularly Perturbed Method
Science and Technoogy of Nucear Instaations Voume 213, Artice ID 261327, 6 pages http://dx.doi.org/1.1155/213/261327 Research Artice Soution of Point Reactor Neutron Kinetics Equations with Temperature
More informationSystems & Control Letters. State and output feedback boundary control for a coupled PDE ODE system
Systems & Contro Letters 6 () 54 545 Contents ists avaiabe at ScienceDirect Systems & Contro Letters journa homepage: wwweseviercom/ocate/syscone State output feedback boundary contro for a couped PDE
More informationWMS. MA250 Introduction to Partial Differential Equations. Revision Guide. Written by Matthew Hutton and David McCormick
WMS MA25 Introduction to Partia Differentia Equations Revision Guide Written by Matthew Hutton and David McCormick WMS ii MA25 Introduction to Partia Differentia Equations Contents Introduction 1 1 First-Order
More informationTheory and implementation behind: Universal surface creation - smallest unitcell
Teory and impementation beind: Universa surface creation - smaest unitce Bjare Brin Buus, Jaob Howat & Tomas Bigaard September 15, 218 1 Construction of surface sabs Te aim for tis part of te project is
More informationAn X, Gosling PD, Zhou X. Analytical structural reliability analysis of a suspended cable. Structural Safety 2016, 58,
An X, Gosing PD, Zhou X. Anaytica structura reiabiity anaysis o a suspended cabe. Structura Saety 2016, 58, 20-30. Copyright: 2015 Esevier. This manuscript version is made avaiabe under the CC-BY-NC-ND
More informationPhasor Domain Transmission Line Fault Locating with Three Phase Distributed Parameter Modeling
Phasor Domain ransmission Line Faut Locating with hree Phase Distributed Parameter Modeing Yu Liu Member IEEE Zhenyu an tudent Member IEEE and Jiahao Xie tudent Member IEEE Abstract: Accurate aut ocating
More informationFFTs in Graphics and Vision. Spherical Convolution and Axial Symmetry Detection
FFTs in Graphics and Vision Spherica Convoution and Axia Symmetry Detection Outine Math Review Symmetry Genera Convoution Spherica Convoution Axia Symmetry Detection Math Review Symmetry: Given a unitary
More informationAn advanced variant of an interpolatory graphical display algorithm
App. Num. Ana. Comp. Mat., No., 04 2 (2004) / DOI 0.002/anac.20030009 An advanced variant o an interpoatory grapica dispay agoritm G. Aa, E. Francomano 2,3, A.Tortorici 2, 3, E.Toscano 4, and F. Vioa Dipartimento
More informationUI FORMULATION FOR CABLE STATE OF EXISTING CABLE-STAYED BRIDGE
UI FORMULATION FOR CABLE STATE OF EXISTING CABLE-STAYED BRIDGE Juan Huang, Ronghui Wang and Tao Tang Coege of Traffic and Communications, South China University of Technoogy, Guangzhou, Guangdong 51641,
More informationIdentification of macro and micro parameters in solidification model
BULLETIN OF THE POLISH ACADEMY OF SCIENCES TECHNICAL SCIENCES Vo. 55, No. 1, 27 Identification of macro and micro parameters in soidification mode B. MOCHNACKI 1 and E. MAJCHRZAK 2,1 1 Czestochowa University
More informationWeek 5 Lectures, Math 6451, Tanveer
Week 5 Lectures, Math 651, Tanveer 1 Separation of variabe method The method of separation of variabe is a suitabe technique for determining soutions to inear PDEs, usuay with constant coefficients, when
More informationORTHOGONAL MULTI-WAVELETS FROM MATRIX FACTORIZATION
J. Korean Math. Soc. 46 2009, No. 2, pp. 281 294 ORHOGONAL MLI-WAVELES FROM MARIX FACORIZAION Hongying Xiao Abstract. Accuracy of the scaing function is very crucia in waveet theory, or correspondingy,
More informationResearch Article New Iterative Method: An Application for Solving Fractional Physical Differential Equations
Abstract and Appied Anaysis Voume 203, Artice ID 6700, 9 pages http://d.doi.org/0.55/203/6700 Research Artice New Iterative Method: An Appication for Soving Fractiona Physica Differentia Equations A. A.
More informationUNCOMPLICATED TORSION AND BENDING THEORIES FOR MICROPOLAR ELASTIC BEAMS
11th Word Congress on Computationa Mechanics WCCM XI 5th European Conference on Computationa Mechanics ECCM V 6th European Conference on Computationa Fuid Dynamics ECFD VI E. Oñate J. Oiver and. Huerta
More informationSTABILITY OF A PARAMETRICALLY EXCITED DAMPED INVERTED PENDULUM 1. INTRODUCTION
Journa of Sound and Vibration (996) 98(5), 643 65 STABILITY OF A PARAMETRICALLY EXCITED DAMPED INVERTED PENDULUM G. ERDOS AND T. SINGH Department of Mechanica and Aerospace Engineering, SUNY at Buffao,
More informationarxiv: v4 [math.na] 25 Aug 2014
BIT manuscript No. (wi be inserted by the editor) A muti-eve spectra deferred correction method Robert Speck Danie Ruprecht Matthew Emmett Michae Minion Matthias Boten Rof Krause arxiv:1307.1312v4 [math.na]
More informationProblem set 6 The Perron Frobenius theorem.
Probem set 6 The Perron Frobenius theorem. Math 22a4 Oct 2 204, Due Oct.28 In a future probem set I want to discuss some criteria which aow us to concude that that the ground state of a sef-adjoint operator
More informationHigher dimensional PDEs and multidimensional eigenvalue problems
Higher dimensiona PEs and mutidimensiona eigenvaue probems 1 Probems with three independent variabes Consider the prototypica equations u t = u (iffusion) u tt = u (W ave) u zz = u (Lapace) where u = u
More informationA proposed nonparametric mixture density estimation using B-spline functions
A proposed nonparametric mixture density estimation using B-spine functions Atizez Hadrich a,b, Mourad Zribi a, Afif Masmoudi b a Laboratoire d Informatique Signa et Image de a Côte d Opae (LISIC-EA 4491),
More informationLecture Notes for Math 251: ODE and PDE. Lecture 34: 10.7 Wave Equation and Vibrations of an Elastic String
ecture Notes for Math 251: ODE and PDE. ecture 3: 1.7 Wave Equation and Vibrations of an Eastic String Shawn D. Ryan Spring 212 ast Time: We studied other Heat Equation probems with various other boundary
More informationLECTURE NOTES 8 THE TRACELESS SYMMETRIC TENSOR EXPANSION AND STANDARD SPHERICAL HARMONICS
MASSACHUSETTS INSTITUTE OF TECHNOLOGY Physics Department Physics 8.07: Eectromagnetism II October, 202 Prof. Aan Guth LECTURE NOTES 8 THE TRACELESS SYMMETRIC TENSOR EXPANSION AND STANDARD SPHERICAL HARMONICS
More informationNumerical methods for PDEs FEM - abstract formulation, the Galerkin method
Patzhater für Bid, Bid auf Titefoie hinter das Logo einsetzen Numerica methods for PDEs FEM - abstract formuation, the Gaerkin method Dr. Noemi Friedman Contents of the course Fundamentas of functiona
More informationHYDROGEN ATOM SELECTION RULES TRANSITION RATES
DOING PHYSICS WITH MATLAB QUANTUM PHYSICS Ian Cooper Schoo of Physics, University of Sydney ian.cooper@sydney.edu.au HYDROGEN ATOM SELECTION RULES TRANSITION RATES DOWNLOAD DIRECTORY FOR MATLAB SCRIPTS
More informationLecture Notes 4: Fourier Series and PDE s
Lecture Notes 4: Fourier Series and PDE s 1. Periodic Functions A function fx defined on R is caed a periodic function if there exists a number T > such that fx + T = fx, x R. 1.1 The smaest number T for
More informationThe Symmetric and Antipersymmetric Solutions of the Matrix Equation A 1 X 1 B 1 + A 2 X 2 B A l X l B l = C and Its Optimal Approximation
The Symmetric Antipersymmetric Soutions of the Matrix Equation A 1 X 1 B 1 + A 2 X 2 B 2 + + A X B C Its Optima Approximation Ying Zhang Member IAENG Abstract A matrix A (a ij) R n n is said to be symmetric
More informationA SIMPLIFIED DESIGN OF MULTIDIMENSIONAL TRANSFER FUNCTION MODELS
A SIPLIFIED DESIGN OF ULTIDIENSIONAL TRANSFER FUNCTION ODELS Stefan Petrausch, Rudof Rabenstein utimedia Communications and Signa Procesg, University of Erangen-Nuremberg, Cauerstr. 7, 958 Erangen, GERANY
More informationXSAT of linear CNF formulas
XSAT of inear CN formuas Bernd R. Schuh Dr. Bernd Schuh, D-50968 Kön, Germany; bernd.schuh@netcoogne.de eywords: compexity, XSAT, exact inear formua, -reguarity, -uniformity, NPcompeteness Abstract. Open
More informationIntroduction. Figure 1 W8LC Line Array, box and horn element. Highlighted section modelled.
imuation of the acoustic fied produced by cavities using the Boundary Eement Rayeigh Integra Method () and its appication to a horn oudspeaer. tephen Kirup East Lancashire Institute, Due treet, Bacburn,
More informationc 2007 Society for Industrial and Applied Mathematics
SIAM REVIEW Vo. 49,No. 1,pp. 111 1 c 7 Society for Industria and Appied Mathematics Domino Waves C. J. Efthimiou M. D. Johnson Abstract. Motivated by a proposa of Daykin [Probem 71-19*, SIAM Rev., 13 (1971),
More informationInput-to-state stability for a class of Lurie systems
Automatica 38 (2002) 945 949 www.esevier.com/ocate/automatica Brief Paper Input-to-state stabiity for a cass of Lurie systems Murat Arcak a;, Andrew Tee b a Department of Eectrica, Computer and Systems
More informationKing Fahd University of Petroleum & Minerals
King Fahd University of Petroeum & Mineras DEPARTMENT OF MATHEMATICAL SCIENCES Technica Report Series TR 369 December 6 Genera decay of soutions of a viscoeastic equation Saim A. Messaoudi DHAHRAN 3161
More informationLegendre Polynomials - Lecture 8
Legendre Poynomias - Lecture 8 Introduction In spherica coordinates the separation of variabes for the function of the poar ange resuts in Legendre s equation when the soution is independent of the azimutha
More informationSequential Decoding of Polar Codes with Arbitrary Binary Kernel
Sequentia Decoding of Poar Codes with Arbitrary Binary Kerne Vera Miosavskaya, Peter Trifonov Saint-Petersburg State Poytechnic University Emai: veram,petert}@dcn.icc.spbstu.ru Abstract The probem of efficient
More informationVibrations of beams with a variable cross-section fixed on rotational rigid disks
1(13) 39 57 Vibrations of beams with a variabe cross-section fixed on rotationa rigid disks Abstract The work is focused on the probem of vibrating beams with a variabe cross-section fixed on a rotationa
More informationD. Prémel, J.M. Decitre and G. Pichenot. CEA, LIST, F Gif-sur-Yvette, France
SIMULATION OF EDDY CURRENT INSPECTION INCLUDING MAGNETIC FIELD SENSOR SUCH AS A GIANT MAGNETO-RESISTANCE OVER PLANAR STRATIFIED MEDIA COMPONENTS WITH EMBEDDED FLAWS D. Préme, J.M. Decitre and G. Pichenot
More informationResearch Article Building Infinitely Many Solutions for Some Model of Sublinear Multipoint Boundary Value Problems
Abstract and Appied Anaysis Voume 2015, Artice ID 732761, 4 pages http://dx.doi.org/10.1155/2015/732761 Research Artice Buiding Infinitey Many Soutions for Some Mode of Subinear Mutipoint Boundary Vaue
More informationNumerical methods for elliptic partial differential equations Arnold Reusken
Numerica methods for eiptic partia differentia equations Arnod Reusken Preface This is a book on the numerica approximation of partia differentia equations. On the next page we give an overview of the
More informationLobontiu: System Dynamics for Engineering Students Website Chapter 3 1. z b z
Chapter W3 Mechanica Systems II Introduction This companion website chapter anayzes the foowing topics in connection to the printed-book Chapter 3: Lumped-parameter inertia fractions of basic compiant
More information