On One Justification on the Use of Hybrids for the Solution of First Order Initial Value Problems of Ordinary Differential Equations

Size: px
Start display at page:

Download "On One Justification on the Use of Hybrids for the Solution of First Order Initial Value Problems of Ordinary Differential Equations"

Transcription

1 Pure and Applied Matematics Journal 7; 6(5: 74 ttp://wwwsciencepublisinggroupcom/j/pamj doi: 648/jpamj765 ISSN: 6979 (Print; ISSN: 698 (Online On One Justiication on te Use o Hybrids or te Solution o First Order Initial Value Problems o Ordinary Dierential Equations Kamo Nataniel Mawas, Gyemang Dauda Gyang, Soomiyol Mrumun Comort Department o Matematics/Statistics, Bingam University, Karu, Nigeria Department o Matematics and Computer Science, Benue State University, Makurdi, Nigeria Department o Matematics/Statistics, Plateau State Polytecnic, BarkinLadi, Nigeria address: mawas477@gmailcom (K N Mawas, daudagyemang@yaoocom (G D Gyang, mrumunsoomiyol@yaoocom (S M Comort To cite tis article: Kamo Nataniel Mawas, Gyemang Dauda Gyang, Soomiyol Mrumun Comort On One Justiication on te Use o Hybrids or te Solution o First Order Initial Value Problems o Ordinary Dierential Equations Pure and Applied Matematics Journal Vol 6, No 5, 7, pp 74 doi: 648/jpamj765 Received: September 7, 7; Accepted: September 8, 7; Publised: October, 7 Abstract: Tis paper is aimed at discussing and comparing te perormance o standard metod wit its ybrid metod o te same step number or te solution o irst order initial value problems o ordinary dierential equations Te continuous ormulation or bot metods was obtained via interpolation and collocation wit te application o te sited Legendre polynomials as approximate solution wic was evaluated at some selected grid points to generate te discrete block metods Te order, consistency, zero stability, convergent and stability regions or bot metods were investigated Te metods were ten applied in block orm as simultaneous numerical integrators over nonoverlapping intervals Te results revealed tat te ybrid metod converges aster tan te standard metod and as minimum absolute error values Keywords: Hybrid Metod, Collocation, Interpolation, Sited Legendre Polynomials Approximation, Continuous Block Metod, Order, Consistency, Zero Stability, Convergent Introduction Most pysical penomena in science and engineering used matematical models to elp in te understanding o te pysical world problems Tese models oten yield equations tat contain some derivatives o an unknown unction o one or several variables Suc equations are called dierential equations Dierential equations play an important role in te modeling o pysical problems arising rom almost every discipline o study suc as economics, medicine, psycology, operation researc, space tecnology and even in areas suc as biology and astronomy Interestingly, dierential equations arising rom te modeling o suc pysical penomena oten are very diicult or impossible to solve analytically Hence, te need or te development o numerical metods to obtain approximate solutions becomes inevitable Many scolars ave worked extensively on te solution o dierential equations Tese autors proposed dierent metods ranging rom predictor corrector metod to block metod using dierent polynomials as basis unctions evaluated at some desired points In tis work, two types o block metods are proposed, te irst is te ivestep standard block metod and te second is te ivestep ybrid metod wit our o grid points, using te sited Legendre polynomials evaluated at some grid and ogrid points to give te needed discrete scemes Consider a numerical metod or solving general irst order initial value problems o ordinary dierential equations o te orm: y ( x, y, y( y ( were is a continuous unction and satisies Lipscitz condition o te existence and uniqueness o solution Many autors ave proposed solution or irst order initial value problems o ordinary dierential equations using dierent approaces Tis work will adopt te block metod tecnique or solving ( as suggested by researcers [4], considered

2 8 Kamo Nataniel Mawas et al: On One Justiication on te Use o Hybrids or te Solution o First Order Initial Value Problems o Ordinary Dierential Equations te Continuous implicit ybrid one step metods or te solution o initial value problems o general second order ordinary dierential equations [5], introduced te application o two step continuous ybrid Butcer s metod in block orm or te solution o irst order initial value problems; tis approac eliminates requirements or a starting value [], introduced a new ybrid metod or systems o sti equations [], developed a new Butcer type twostep block ybrid multistep metod or accurate and eicient parallel solution o ordinary dierential equations [], used ybrid ormula o order our to generate starting values or Numerov metod [], developed linear multistep ybrid metods wit continuous coeicients or solving sti ordinary dierential equations [], introduced a ybrid linear collocation multistep sceme or solving irst order initial value problems o ordinary dierential equations [9], developed a tree step implicit ybrid linear multistep metod or te solution o tird order ordinary dierential equations Derivation o te Metod In tis section, two metods are developed namely ivestep block metod and ivestep wit tree ogrid points, by interpolating and collocating at some selected points Consider te sited Legendre approximation o te orm y( x C P( t ( i were, and are interpolation and collocation points Te irst derivative o ( gives substituting ( in (, to get Five Step Metod i i i y ( x C P ( t ( i i i ( x, y C P ( t (4 Interpolating ( at and collocating ( at,,,, and gives te system o nonlinear equations o te orm were i i AX B (5 p(4 p(4 p(4 p(4 p( p( p( p ( p( p( p( p ( A p( p( p( p( p( p( p( p ( p(4 p(4 p(4 p(4 p(5 p(5 p(5 p(5 c y c X B 4, 5 c n Solving or te using inverse o a matrix metod and substituting in ( gives te continuous ormulation were 4 5 (6 y( x α ( x y β ( x j j j j j j, ⁴ 4 ⁵ 7 ⁶ ³ 6 96 ⁴ 7 6 ⁵ 44 ⁶ ⁴ 7 ⁶ ⁵ ³

3 Pure and Applied Matematics Journal 7; 6(5: ³ 6 48 ⁴ 5 ⁵ 7 ⁶ 4 ⁵ ³ 4 ⁶ ⁴ 5 8 ² ( (,( ( ( / (7 Evaluating (6 wit coeicients (7 at,,, and wit ( te ollowing discrete scemes is respectively obtained as; , 44 (8 Five Step Metod wit Tree OGrid Points Interpolating ( at and collocating ( at,,,,, 5, 6, 5 and gives a system o nonlinear equations o te orm were p (4 p(4 p (4 p (4 A p (4 p (4 p (4 p( p( p( p( p ( p ( p ( p ( p ( p ( p ( p ( p ( p ( p ( p ( AX B (9 p (4 p p p p p p p p p p p p p(5 p(5 p(5 p(5 c y 4 c n 4 X, B 9 4 c 5 Solving or te using inverse o a matrix metod and substituting in ( gives te continuous ormulation

4 4 Kamo Nataniel Mawas et al: On One Justiication on te Use o Hybrids or te Solution o First Order Initial Value Problems o Ordinary Dierential Equations were ² k k ( y( x α ( x y β ( x β ( x j j j j ωi ωi j j ω 7 5, 8,8,,8, and 95 ⁸ ³ 55 ⁹ i ³ ⁴ ⁵ ⁶ ⁷ ⁸ ⁹ 8 7 ⁴ ⁵ ⁶ ⁷ ² ³ ⁴ ⁵ 6 ⁶ ⁷ ⁸ 68 4 ⁹ ³ ⁴ ⁵ ⁷ ⁶ ⁸ 6 4 ⁹ ² ³ ⁴ ⁵ ⁶ ⁷ ⁸ 4 4 ⁹ ³ ⁴ ⁶ ⁷ ⁹ ⁸ ⁵ ² 9 85 ³ ⁴ ⁵ ⁶ ⁷ ⁸ ⁹ ³ 498 ⁴ 8 ⁵ 464 ⁶ 4 ⁷ 896 ⁸ 66 4⁹, 4,,, ² ( (³ ( (, ( / 4( < ( 4 ( >, ( Evaluating ( wit coeicients ( at,,,, 5, 6, 5 and wit ( te ollowing discrete scemes are respectively obtained as;

5 Pure and Applied Matematics Journal 7; 6(5: Analysis o te Metod In tis section te error constant, order, consistency, zero stability, convergent and region o absolute stability o te scemes generated are discussed Order and Error Constant Expanding (8 and ( in Taylor s series and collecting like terms in powers o, te order and error constant are respectively obtained as ollows; Table Order and Error Constants o te Discrete Scemes o te Block Metod (8 Sceme Order Error constant ³ 6 75 ³ ³ ³ ² Table Order and Error Constants o te Discrete Scemes o te Hybrid Block Metod ( Sceme Order Error constant ⁴ ⁵ ⁶ ⁸ ⁸ ⁷ Hence te block metods are o order BC 6, 9 and error constant o D, D respectively Consistency Following [8] and [6], te block metods are said to be consistent i tey satisy te ollowing conditions: (i te order E, 4 5 4,, 5 ( J (ii IK C I (iii B( B L ( (iv B LL (!N( Were B(O and N(O are te irst and second caracteristics polynomials o te block metod According to [8] and [6], condition (i above is a suicient condition or te block metods to be consistent Hence te block metods are consistent since E 6,9 > Zero Stability Te block metods are said to be zero stable i te roots Q R ; O,,U o te irst caracteristic polynomial E(Q, deined by E(Q VW QY Z satisies Q R and every root wit Q R as multiplicity not exceeding two in te limit as Calculations rom all available inormation revealed tat te block metods (8 and ( ave te ollowing roots respectively Q (Q and Q 4 (Q Hence te block metods are zero stable, since all roots wit modulus one do not ave multiplicity exceeding te order o te dierential equation in te limit as 4 Convergence According to [7], we can saely assert te convergence o te block metods (8 and ( 5 Region o Absolute Stability Reormulating te block metods (8 and ( as a General Linear Metods (GLM containing a partition o matrices A, Band C and ten substituting into te stability polynomial O(] Q ^ Using a MATLAB code based on te idea o Newton s iteration, te regions o absolute stability o te block metods are respectively sown below

6 4 Kamo Nataniel Mawas et al: On One Justiication on te Use o Hybrids or te Solution o First Order Initial Value Problems o Ordinary Dierential Equations 4 Numerical Illustrations Te ollowing numerical experiments are perormed wit te aid o MAPLE 8 sotware package in order to urter airm te earlier establised convergence o te metods Example Te ordinary dierential equation ( Figure Te regions o absolute stability or metods (8 and ( y 5 y, x, y, ( Te exact solution is ( W _ ([] Example Te ordinary dierential equation Table Absolute Error Values or Example o Metods (8 and ( ( y x y, x, y, (4 Te exact solution is ( W`_ ([] Example Te ordinary dierential equation ( y y x, x, y 5, (5 Te exact solution is ( ( 5W _, ([] a Exact Solution Result o Metod (8 Absolute error o (8 Result o Metod ( Absolute error o ( ` ` ` ` ` ` ` ` ` ` ` ` ` ` ` ` ` ` ` Table 4 Absolute Error Values or Example o Metods (8 and ( a Exact Solution Result o Metod (8 Absolute error o (8 Result o Metod ( Absolute error o ( `, ` ` ` ` ` ` ` `, ` `, ` `, ` `, ` `, ` `, `

7 Pure and Applied Matematics Journal 7; 6(5: 74 4 Table 5 Absolute Error Values or Example o Metods (8 and ( a Exact Solution Result o Metod (8 Absolute error o (8 Result o Metod ( Absolute error o ( ` ` ` ` ` ` ` ` ` ` ` ` ` `, ` `, ` `, ` `, 5 Discussion o Result Two dierent metods or solving irst order initial value problems o ordinary dierential equations ave been proposed in tis work, te conventional or standard metod and te ybrid metod wit te ybrid aving more advantages over te conventional metod te ybrid iger order and accuracy Te metods does not require developing separate predictors to implement tis makes it simple and attractive or solving initial value problems o ordinary dierential equations A careul observation o Tables, and sowed tat bot standard and ybrid metods perormed well as teir absolute error values are convergent, ence airming te earlier establised convergence o te metods Te ybrid metod is useul as it reduces te step number o a metod and still remains zero stable; in addition, te absolute error values presented in Tables, 4 and 5 indicated tat te ybrid metod perormed better tan te standard metod wen applied to sti and nonsti dierential equations respectively Te results also revealed tat te ybrid metod converges aster tan te standard metod, since it as minimum absolute error values 6 Conclusion Justiying rom te numerical calculations, it as been observed tat te ybrid metod perormed well tan te conventional metod, it as also been establised rom te calculations tat te ybrid metod as ig order and relatively small error constants tan te conventional metod Finally, it as been establised tat ybrid metods gives better results tan te standard metods wen applied to eiter sti or nonsti initial value problems Reerences [] Adee, S O, Onumanyi, P, Sirisena, U W andyaaya, Y A (5 Note on Starting te Numerov Metod More Accurately by a Hybrid Formula o Order Four or Initial Value Problems Journal o Computational and Applied Matematics, 75: 697 [] Ademiluyi, R A (987 New Hybrid Metods or Systems o Sti Equations, Benin City, Nigeria: PD Tesis, University o Benin [] Akinenwa, O A, Jator, S N and Yao, N M ( Linear Multistep Hybrid Metods wit Continuous Coeicients or Solving Sti Ordinary Dierential Equations, Journal o Modern Matematics and Statistics, 5(: 4757 [4] Anake, T A ( Continuous Implicit Hybrid OneStep Metods or te Solution o Initial Value Problems o Second Order Ordinary Dierential Equations Ogun State, Nigeria PD Tesis, Covenant University, Ota [5] Awari, Y S, Abada, A A, Emma, P M and Kamo, N M ( Application o Two Step Continuous Hybrid Butcer s Metod in Block Form or te Solution o First Order Initial Value Problems Natural and Applied Sciences, 4(4: 98 [6] Fatunla, S O (988 Numerical Metods or Initial Value Problems or Ordinary Dierential Equations USA, Academy press, Boston 95 [7] Henrici, P (96 Discrete Variable Metods or ODE`s, New York, USA, Jon Wiley and Sons, (96 [8] Lambert, J D (99 Numerical Metods or Ordinary Dierential Equations, New York: Jon Wiley and Sons pp 9 [9] Moammed, U and Adeniyi, R B (4 A Tree Step Implicit Hybrid Linear Multistep Metod or te Solution o Tird Order Ordinary Dierential Equations General Matematics Notes, 5(: 674 [] Odejide, S A and Adenira, A O ( A Hybrid Linear Collocation Multistep Sceme For Solving First Order Initial Value Problems Journal o te Nigerian Matematical Society : 94 [] Serisina, U W, Kumleng, G M and Yaaya, Y A (4 A New Butcer Type TwoStep Block Hybrid Multistep Metod or Accurate and Eicient Parallel Solution o Ordinary Dierential Equations, Abacus Matematics Series : 7 [] Yakusak, N S, Emmanuel, S and Ogunniran, M O (5 Uniorm Order Legendre Approac or Continuous Hybrid Block Metods or te Solution o First Order Ordinary Dierential Equations IOSR Journal o Matematics, (: 94 [] Zill, D G and Warren, W S ( Dierential Equations wit Boundary Value Problems, Cengage Learning: Eigt edition books/cole

Continuous Hybrid Multistep Methods with Legendre Basis Function for Direct Treatment of Second Order Stiff ODEs

Continuous Hybrid Multistep Methods with Legendre Basis Function for Direct Treatment of Second Order Stiff ODEs American Journal o Computational and Applied Matematics 06, 6(): 8-9 DOI: 0.59/j.ajcam.06060.0 Continuous Hybrid Multistep Metods wit Legendre Basis Function or Direct Treatment o Second Order Sti ODEs

More information

Two Step Hybrid Block Method with Two Generalized Off-step Points for Solving Second Ordinary Order Differential Equations Directly

Two Step Hybrid Block Method with Two Generalized Off-step Points for Solving Second Ordinary Order Differential Equations Directly Global Journal of Pure and Applied Matematics. ISSN 0973-768 Volume 2, Number 2 (206), pp. 59-535 Researc India Publications ttp://www.ripublication.com/gjpam.tm Two Step Hybrid Block Metod wit Two Generalized

More information

DIRECTLY SOLVING SECOND ORDER LINEAR BOUNDARY VALUE PROBLEMS OF ORDINARY DIFFERENTIAL EQUATIONS. Ra ft Abdelrahim 1, Z. Omar 2

DIRECTLY SOLVING SECOND ORDER LINEAR BOUNDARY VALUE PROBLEMS OF ORDINARY DIFFERENTIAL EQUATIONS. Ra ft Abdelrahim 1, Z. Omar 2 International Journal of Pure and Applied Matematics Volume 6 No. 6, -9 ISSN: - (printed version); ISSN: -95 (on-line version) url: ttp://www.ijpam.eu doi:.7/ijpam.v6i. PAijpam.eu DIRECTLY SOLVING SECOND

More information

Uniform Order Legendre Approach for Continuous Hybrid Block Methods for the Solution of First Order Ordinary Differential Equations

Uniform Order Legendre Approach for Continuous Hybrid Block Methods for the Solution of First Order Ordinary Differential Equations IOSR Journal of Mathematics (IOSR-JM) e-issn: 8-58, p-issn: 319-65X. Volume 11, Issue 1 Ver. IV (Jan - Feb. 015), PP 09-14 www.iosrjournals.org Uniform Order Legendre Approach for Continuous Hybrid Block

More information

Block Algorithm for General Third Order Ordinary Differential Equation

Block Algorithm for General Third Order Ordinary Differential Equation ICASTOR Journal of Mathematical Sciences Vol. 7, No. 2 (2013) 127-136 Block Algorithm for General Third Order Ordinary Differential Equation T. A. Anake 1, A. O. Adesanya 2, G. J. Oghonyon 1 & M.C. Agarana

More information

CONVERGENCE PROPERTIES OF THE MODIFIED NUMEROV RELATED BLOCK METHODS

CONVERGENCE PROPERTIES OF THE MODIFIED NUMEROV RELATED BLOCK METHODS Vol 4 No 1 January 213 CONVERGENCE PROPERTIES OF THE MODIFIED NUMEROV RELATED BLOCK METHODS YS, Awari 1 and AA, Abada 2 1 Department of Mathematics & 2 Department of Statistics, BinghamUniversity, Karu,

More information

Computer Derivations of Numerical Differentiation Formulae. Int. J. of Math. Education in Sci. and Tech., V 34, No 2 (March-April 2003), pp

Computer Derivations of Numerical Differentiation Formulae. Int. J. of Math. Education in Sci. and Tech., V 34, No 2 (March-April 2003), pp Computer Derivations o Numerical Dierentiation Formulae By Jon H. Matews Department o Matematics Caliornia State University Fullerton USA Int. J. o Mat. Education in Sci. and Tec. V No (Marc-April ) pp.8-87.

More information

Solving Second Order Linear Dirichlet and Neumann Boundary Value Problems by Block Method

Solving Second Order Linear Dirichlet and Neumann Boundary Value Problems by Block Method IAENG International Journal o Applied Matematics 43: IJAM_43 04 Solving Second Order Linear Diriclet and Neumann Boundar Value Problems b Block Metod Zanaria Abdul Majid Mod Mugti Hasni and Norazak Senu

More information

An Accurate Self-Starting Initial Value Solvers for. Second Order Ordinary Differential Equations

An Accurate Self-Starting Initial Value Solvers for. Second Order Ordinary Differential Equations International Journal of Contemporar Matematical Sciences Vol. 9, 04, no. 5, 77-76 HIKARI Ltd, www.m-iari.com ttp://dx.doi.org/0.988/icms.04.4554 An Accurate Self-Starting Initial Value Solvers for Second

More information

Taylor Series and the Mean Value Theorem of Derivatives

Taylor Series and the Mean Value Theorem of Derivatives 1 - Taylor Series and te Mean Value Teorem o Derivatives Te numerical solution o engineering and scientiic problems described by matematical models oten requires solving dierential equations. Dierential

More information

Parametric Spline Method for Solving Bratu s Problem

Parametric Spline Method for Solving Bratu s Problem ISSN 749-3889 print, 749-3897 online International Journal of Nonlinear Science Vol4202 No,pp3-0 Parametric Spline Metod for Solving Bratu s Problem M Zarebnia, Z Sarvari 2,2 Department of Matematics,

More information

Chapter 8. Numerical Solution of Ordinary Differential Equations. Module No. 2. Predictor-Corrector Methods

Chapter 8. Numerical Solution of Ordinary Differential Equations. Module No. 2. Predictor-Corrector Methods Numerical Analysis by Dr. Anita Pal Assistant Professor Department of Matematics National Institute of Tecnology Durgapur Durgapur-7109 email: anita.buie@gmail.com 1 . Capter 8 Numerical Solution of Ordinary

More information

Parameter Fitted Scheme for Singularly Perturbed Delay Differential Equations

Parameter Fitted Scheme for Singularly Perturbed Delay Differential Equations International Journal of Applied Science and Engineering 2013. 11, 4: 361-373 Parameter Fitted Sceme for Singularly Perturbed Delay Differential Equations Awoke Andargiea* and Y. N. Reddyb a b Department

More information

Solving Continuous Linear Least-Squares Problems by Iterated Projection

Solving Continuous Linear Least-Squares Problems by Iterated Projection Solving Continuous Linear Least-Squares Problems by Iterated Projection by Ral Juengling Department o Computer Science, Portland State University PO Box 75 Portland, OR 977 USA Email: juenglin@cs.pdx.edu

More information

ETNA Kent State University

ETNA Kent State University Electronic Transactions on Numerical Analysis. Volume 34, pp. 14-19, 2008. Copyrigt 2008,. ISSN 1068-9613. ETNA A NOTE ON NUMERICALLY CONSISTENT INITIAL VALUES FOR HIGH INDEX DIFFERENTIAL-ALGEBRAIC EQUATIONS

More information

General Solution of the Stress Potential Function in Lekhnitskii s Elastic Theory for Anisotropic and Piezoelectric Materials

General Solution of the Stress Potential Function in Lekhnitskii s Elastic Theory for Anisotropic and Piezoelectric Materials dv. Studies Teor. Pys. Vol. 007 no. 8 7 - General Solution o te Stress Potential Function in Lenitsii s Elastic Teory or nisotropic and Pieoelectric Materials Zuo-en Ou StateKey Laboratory o Explosion

More information

Continuity and Differentiability

Continuity and Differentiability Continuity and Dierentiability Tis capter requires a good understanding o its. Te concepts o continuity and dierentiability are more or less obvious etensions o te concept o its. Section - INTRODUCTION

More information

A Zero-Stable Block Method for the Solution of Third Order Ordinary Differential Equations.

A Zero-Stable Block Method for the Solution of Third Order Ordinary Differential Equations. A Zero-Stable Block Method for the Solution of Third Order Ordinary Differential Equations. K. Rauf, Ph.D. 1 ; S.A. Aniki (Ph.D. in view) 2* ; S. Ibrahim (Ph.D. in view) 2 ; and J.O. Omolehin, Ph.D. 3

More information

Research Article Cubic Spline Iterative Method for Poisson s Equation in Cylindrical Polar Coordinates

Research Article Cubic Spline Iterative Method for Poisson s Equation in Cylindrical Polar Coordinates International Scolarly Researc Network ISRN Matematical Pysics Volume 202, Article ID 2456, pages doi:0.5402/202/2456 Researc Article Cubic Spline Iterative Metod for Poisson s Equation in Cylindrical

More information

Click here to see an animation of the derivative

Click here to see an animation of the derivative Differentiation Massoud Malek Derivative Te concept of derivative is at te core of Calculus; It is a very powerful tool for understanding te beavior of matematical functions. It allows us to optimize functions,

More information

Finite Difference Formulae for Unequal Sub- Intervals Using Lagrange s Interpolation Formula

Finite Difference Formulae for Unequal Sub- Intervals Using Lagrange s Interpolation Formula Int. Journal o Mat. Analyi, Vol., 9, no. 7, 85-87 Finite Dierence Formulae or Unequal Sub- Interval Uing Lagrange Interpolation Formula Aok K. Sing a and B. S. Badauria b Department o Matematic, Faculty

More information

Modified block method for the direct solution of second order ordinary differential equations

Modified block method for the direct solution of second order ordinary differential equations c Copyright, Darbose International Journal of Applied Mathematics and Computation Volume 3(3),pp 181 188, 2011 http://ijamc.psit.in Modified block method for the direct solution of second order ordinary

More information

Consider a function f we ll specify which assumptions we need to make about it in a minute. Let us reformulate the integral. 1 f(x) dx.

Consider a function f we ll specify which assumptions we need to make about it in a minute. Let us reformulate the integral. 1 f(x) dx. Capter 2 Integrals as sums and derivatives as differences We now switc to te simplest metods for integrating or differentiating a function from its function samples. A careful study of Taylor expansions

More information

Numerical Differentiation

Numerical Differentiation Numerical Differentiation Finite Difference Formulas for te first derivative (Using Taylor Expansion tecnique) (section 8.3.) Suppose tat f() = g() is a function of te variable, and tat as 0 te function

More information

ENTROPY GENERATION IN RECTANGULAR DUCTS WITH NONUNIFORM TEMPERATURE ON THE CONTOUR

ENTROPY GENERATION IN RECTANGULAR DUCTS WITH NONUNIFORM TEMPERATURE ON THE CONTOUR ENROPY GENERAION IN RECANGULAR UCS WIH NONUNIFORM EMPERAURE ON HE CONOUR Cesar A. Marcelino Matoso Instituto ecnológico de Aeronáutica cesar_matoso@yaoo.ca Ezio Castejon Garcia Instituto ecnológico de

More information

Journal of Applied Science and Agriculture. The Effects Of Corrugated Geometry On Flow And Heat Transfer In Corrugated Channel Using Nanofluid

Journal of Applied Science and Agriculture. The Effects Of Corrugated Geometry On Flow And Heat Transfer In Corrugated Channel Using Nanofluid Journal o Applied Science and Agriculture, 9() February 04, Pages: 408-47 AENSI Journals Journal o Applied Science and Agriculture ISSN 86-9 Journal ome page: www.aensiweb.com/jasa/index.tml Te Eects O

More information

Department of Mathematical Sciences University of South Carolina Aiken Aiken, SC 29801

Department of Mathematical Sciences University of South Carolina Aiken Aiken, SC 29801 RESEARCH SUMMARY AND PERSPECTIVES KOFFI B. FADIMBA Department of Matematical Sciences University of Sout Carolina Aiken Aiken, SC 29801 Email: KoffiF@usca.edu 1. Introduction My researc program as focused

More information

Department of Statistics & Operations Research, Aligarh Muslim University, Aligarh, India

Department of Statistics & Operations Research, Aligarh Muslim University, Aligarh, India Open Journal of Optimization, 04, 3, 68-78 Publised Online December 04 in SciRes. ttp://www.scirp.org/ournal/oop ttp://dx.doi.org/0.436/oop.04.34007 Compromise Allocation for Combined Ratio Estimates of

More information

(4.2) -Richardson Extrapolation

(4.2) -Richardson Extrapolation (.) -Ricardson Extrapolation. Small-O Notation: Recall tat te big-o notation used to define te rate of convergence in Section.: Suppose tat lim G 0 and lim F L. Te function F is said to converge to L as

More information

LECTURE 14 NUMERICAL INTEGRATION. Find

LECTURE 14 NUMERICAL INTEGRATION. Find LECTURE 14 NUMERCAL NTEGRATON Find b a fxdx or b a vx ux fx ydy dx Often integration is required. However te form of fx may be suc tat analytical integration would be very difficult or impossible. Use

More information

DIFFERENTIAL POLYNOMIALS GENERATED BY SECOND ORDER LINEAR DIFFERENTIAL EQUATIONS

DIFFERENTIAL POLYNOMIALS GENERATED BY SECOND ORDER LINEAR DIFFERENTIAL EQUATIONS Journal o Applied Analysis Vol. 14, No. 2 2008, pp. 259 271 DIFFERENTIAL POLYNOMIALS GENERATED BY SECOND ORDER LINEAR DIFFERENTIAL EQUATIONS B. BELAÏDI and A. EL FARISSI Received December 5, 2007 and,

More information

Variational Methods for Time Dependent Wave Propagation Problems

Variational Methods for Time Dependent Wave Propagation Problems Variational Metods or Time Dependent Wave Propagation Problems Patrick Joly INRIA Rocquencourt, BP105 Le Cesnay, France (patrick.joly@inria.r) 1 Introduction Tere is an important need or numerical metods

More information

Numerical Experiments Using MATLAB: Superconvergence of Nonconforming Finite Element Approximation for Second-Order Elliptic Problems

Numerical Experiments Using MATLAB: Superconvergence of Nonconforming Finite Element Approximation for Second-Order Elliptic Problems Applied Matematics, 06, 7, 74-8 ttp://wwwscirporg/journal/am ISSN Online: 5-7393 ISSN Print: 5-7385 Numerical Experiments Using MATLAB: Superconvergence of Nonconforming Finite Element Approximation for

More information

New Fourth Order Quartic Spline Method for Solving Second Order Boundary Value Problems

New Fourth Order Quartic Spline Method for Solving Second Order Boundary Value Problems MATEMATIKA, 2015, Volume 31, Number 2, 149 157 c UTM Centre for Industrial Applied Matematics New Fourt Order Quartic Spline Metod for Solving Second Order Boundary Value Problems 1 Osama Ala yed, 2 Te

More information

MATH745 Fall MATH745 Fall

MATH745 Fall MATH745 Fall MATH745 Fall 5 MATH745 Fall 5 INTRODUCTION WELCOME TO MATH 745 TOPICS IN NUMERICAL ANALYSIS Instructor: Dr Bartosz Protas Department of Matematics & Statistics Email: bprotas@mcmasterca Office HH 36, Ext

More information

THE MODEL OF DRYING SESSILE DROP OF COLLOIDAL SOLUTION

THE MODEL OF DRYING SESSILE DROP OF COLLOIDAL SOLUTION THE MODEL OF DRYING SESSILE DROP OF COLLOIDAL SOLUTION I.V.Vodolazskaya, Yu.Yu.Tarasevic Astrakan State University, a Tatiscev St., Astrakan, 41456, Russia e-mail: tarasevic@aspu.ru e ave proposed and

More information

Application of Quintic B-splines Collocation Method on Some Rosenau Type Nonlinear Higher Order Evolution Equations.

Application of Quintic B-splines Collocation Method on Some Rosenau Type Nonlinear Higher Order Evolution Equations. ISSN 1749-3889 (print), 1749-3897 (online) International Journal of Nonlinear Science Vol.13(2012) No.2,pp.142-152 Application of Quintic B-splines Collocation Metod on Some Rosenau Type Nonlinear Higer

More information

Numerical Analysis MTH603. dy dt = = (0) , y n+1. We obtain yn. Therefore. and. Copyright Virtual University of Pakistan 1

Numerical Analysis MTH603. dy dt = = (0) , y n+1. We obtain yn. Therefore. and. Copyright Virtual University of Pakistan 1 Numerical Analysis MTH60 PREDICTOR CORRECTOR METHOD Te metods presented so far are called single-step metods, were we ave seen tat te computation of y at t n+ tat is y n+ requires te knowledge of y n only.

More information

N igerian Journal of M athematics and Applications V olume 23, (2014), 1 13

N igerian Journal of M athematics and Applications V olume 23, (2014), 1 13 N igerian Journal of M atematics and Applications V olume 23, (24), 3 c N ig. J. M at. Appl. ttp : //www.kwsman.com CONSTRUCTION OF POLYNOMIAL BASIS AND ITS APPLICATION TO ORDINARY DIFFERENTIAL EQUATIONS

More information

Order of Accuracy. ũ h u Ch p, (1)

Order of Accuracy. ũ h u Ch p, (1) Order of Accuracy 1 Terminology We consider a numerical approximation of an exact value u. Te approximation depends on a small parameter, wic can be for instance te grid size or time step in a numerical

More information

UNIT #6 EXPONENTS, EXPONENTS, AND MORE EXPONENTS REVIEW QUESTIONS

UNIT #6 EXPONENTS, EXPONENTS, AND MORE EXPONENTS REVIEW QUESTIONS Answer Key Name: Date: UNIT # EXPONENTS, EXPONENTS, AND MORE EXPONENTS REVIEW QUESTIONS Part I Questions. Te epression 0 can be simpliied to () () 0 0. Wic o te ollowing is equivalent to () () 8 8? 8.

More information

Implicit Second Derivative Hybrid Linear Multistep Method with Nested Predictors for Ordinary Differential Equations

Implicit Second Derivative Hybrid Linear Multistep Method with Nested Predictors for Ordinary Differential Equations American Scientiic Research Journal or Engineering, Technolog, and Sciences (ASRJETS) ISSN (Print) -44, ISSN (Online) -44 Global Societ o Scientiic Research and Researchers http://asretsournal.org/ Implicit

More information

Chapter 2 Limits and Continuity. Section 2.1 Rates of Change and Limits (pp ) Section Quick Review 2.1

Chapter 2 Limits and Continuity. Section 2.1 Rates of Change and Limits (pp ) Section Quick Review 2.1 Section. 6. (a) N(t) t (b) days: 6 guppies week: 7 guppies (c) Nt () t t t ln ln t ln ln ln t 8. 968 Tere will be guppies ater ln 8.968 days, or ater nearly 9 days. (d) Because it suggests te number o

More information

Dedicated to the 70th birthday of Professor Lin Qun

Dedicated to the 70th birthday of Professor Lin Qun Journal of Computational Matematics, Vol.4, No.3, 6, 4 44. ACCELERATION METHODS OF NONLINEAR ITERATION FOR NONLINEAR PARABOLIC EQUATIONS Guang-wei Yuan Xu-deng Hang Laboratory of Computational Pysics,

More information

UNCERTAINTY EVALUATION OF MULTI-SENSOR FLOW MEASUREMENT IN A SEWER SYSTEM USING MONTE CARLO METHOD

UNCERTAINTY EVALUATION OF MULTI-SENSOR FLOW MEASUREMENT IN A SEWER SYSTEM USING MONTE CARLO METHOD XIX IMEKO World Congress Fundamental and Applied Metrology September 6 11, 009, Lisbon, Portugal UNCERTAINTY EVALUATION OF MULTI-SENSOR FLOW MEASUREMENT IN A SEWER SYSTEM USING MONTE CARLO METHOD A. Silva

More information

Simulation and verification of a plate heat exchanger with a built-in tap water accumulator

Simulation and verification of a plate heat exchanger with a built-in tap water accumulator Simulation and verification of a plate eat excanger wit a built-in tap water accumulator Anders Eriksson Abstract In order to test and verify a compact brazed eat excanger (CBE wit a built-in accumulation

More information

= 0 and states ''hence there is a stationary point'' All aspects of the proof dx must be correct (c)

= 0 and states ''hence there is a stationary point'' All aspects of the proof dx must be correct (c) Paper 1: Pure Matematics 1 Mark Sceme 1(a) (i) (ii) d d y 3 1x 4x x M1 A1 d y dx 1.1b 1.1b 36x 48x A1ft 1.1b Substitutes x = into teir dx (3) 3 1 4 Sows d y 0 and states ''ence tere is a stationary point''

More information

Chapter 5 FINITE DIFFERENCE METHOD (FDM)

Chapter 5 FINITE DIFFERENCE METHOD (FDM) MEE7 Computer Modeling Tecniques in Engineering Capter 5 FINITE DIFFERENCE METHOD (FDM) 5. Introduction to FDM Te finite difference tecniques are based upon approximations wic permit replacing differential

More information

18-660: Numerical Methods for Engineering Design and Optimization

18-660: Numerical Methods for Engineering Design and Optimization 8-66: Numerical Methods or Engineering Design and Optimization Xin Li Department o ECE Carnegie Mellon University Pittsburgh, PA 53 Slide Overview Linear Regression Ordinary least-squares regression Minima

More information

Handling Missing Data on Asymmetric Distribution

Handling Missing Data on Asymmetric Distribution International Matematical Forum, Vol. 8, 03, no. 4, 53-65 Handling Missing Data on Asymmetric Distribution Amad M. H. Al-Kazale Department of Matematics, Faculty of Science Al-albayt University, Al-Mafraq-Jordan

More information

4.2 - Richardson Extrapolation

4.2 - Richardson Extrapolation . - Ricardson Extrapolation. Small-O Notation: Recall tat te big-o notation used to define te rate of convergence in Section.: Definition Let x n n converge to a number x. Suppose tat n n is a sequence

More information

AMS 147 Computational Methods and Applications Lecture 09 Copyright by Hongyun Wang, UCSC. Exact value. Effect of round-off error.

AMS 147 Computational Methods and Applications Lecture 09 Copyright by Hongyun Wang, UCSC. Exact value. Effect of round-off error. Lecture 09 Copyrigt by Hongyun Wang, UCSC Recap: Te total error in numerical differentiation fl( f ( x + fl( f ( x E T ( = f ( x Numerical result from a computer Exact value = e + f x+ Discretization error

More information

How to Find the Derivative of a Function: Calculus 1

How to Find the Derivative of a Function: Calculus 1 Introduction How to Find te Derivative of a Function: Calculus 1 Calculus is not an easy matematics course Te fact tat you ave enrolled in suc a difficult subject indicates tat you are interested in te

More information

232 Calculus and Structures

232 Calculus and Structures 3 Calculus and Structures CHAPTER 17 JUSTIFICATION OF THE AREA AND SLOPE METHODS FOR EVALUATING BEAMS Calculus and Structures 33 Copyrigt Capter 17 JUSTIFICATION OF THE AREA AND SLOPE METHODS 17.1 THE

More information

Brazilian Journal of Physics, vol. 29, no. 1, March, Ensemble and their Parameter Dierentiation. A. K. Rajagopal. Naval Research Laboratory,

Brazilian Journal of Physics, vol. 29, no. 1, March, Ensemble and their Parameter Dierentiation. A. K. Rajagopal. Naval Research Laboratory, Brazilian Journal of Pysics, vol. 29, no. 1, Marc, 1999 61 Fractional Powers of Operators of sallis Ensemble and teir Parameter Dierentiation A. K. Rajagopal Naval Researc Laboratory, Wasington D. C. 2375-532,

More information

Numerical Solution of One Dimensional Nonlinear Longitudinal Oscillations in a Class of Generalized Functions

Numerical Solution of One Dimensional Nonlinear Longitudinal Oscillations in a Class of Generalized Functions Proc. of te 8t WSEAS Int. Conf. on Matematical Metods and Computational Tecniques in Electrical Engineering, Bucarest, October 16-17, 2006 219 Numerical Solution of One Dimensional Nonlinear Longitudinal

More information

Investigating Euler s Method and Differential Equations to Approximate π. Lindsay Crowl August 2, 2001

Investigating Euler s Method and Differential Equations to Approximate π. Lindsay Crowl August 2, 2001 Investigating Euler s Metod and Differential Equations to Approximate π Lindsa Crowl August 2, 2001 Tis researc paper focuses on finding a more efficient and accurate wa to approximate π. Suppose tat x

More information

ICES REPORT Multirate Undrained Splitting for Coupled Flow and Geomechanics in Porous Media

ICES REPORT Multirate Undrained Splitting for Coupled Flow and Geomechanics in Porous Media ICES REPORT 16-13 May 2016 Multirate Undrained Splitting or Coupled Flow and Geomecanics in Porous Media by Tameem Almani, Kundan Kumar, Mary F. Weeler Te Institute or Computational Engineering and Sciences

More information

Derivation of Some Results on the Generalized Relative Orders of Meromorphic Functions

Derivation of Some Results on the Generalized Relative Orders of Meromorphic Functions DOI: 10.1515/awutm-2017-0004 Analele Universităţii de Vest, Timişoara Seria Matematică Inormatică LV, 1, 2017), 51 61 Derivation o Some Results on te Generalized Relative Orders o Meromorpic Functions

More information

ON THE RELATIVE EFFICIENCY OF SPLIT SPLIT PLOT DESIGN TO SPLIT PLOT SPLIT BLOCK DESIGN

ON THE RELATIVE EFFICIENCY OF SPLIT SPLIT PLOT DESIGN TO SPLIT PLOT SPLIT BLOCK DESIGN Colloquium Biometricum 0 69 78 ON THE RELATIVE EFFICIENCY OF SPLIT SPLIT PLOT DESIGN TO SPLIT PLOT SPLIT BLOCK DESIGN Katarzyna Ambroży-Deręgowska Iwona Mejza Stanisław Mejza Department o Matematical and

More information

A method of Lagrange Galerkin of second order in time. Une méthode de Lagrange Galerkin d ordre deux en temps

A method of Lagrange Galerkin of second order in time. Une méthode de Lagrange Galerkin d ordre deux en temps A metod of Lagrange Galerkin of second order in time Une métode de Lagrange Galerkin d ordre deux en temps Jocelyn Étienne a a DAMTP, University of Cambridge, Wilberforce Road, Cambridge CB3 0WA, Great-Britain.

More information

LIMITS AND DERIVATIVES CONDITIONS FOR THE EXISTENCE OF A LIMIT

LIMITS AND DERIVATIVES CONDITIONS FOR THE EXISTENCE OF A LIMIT LIMITS AND DERIVATIVES Te limit of a function is defined as te value of y tat te curve approaces, as x approaces a particular value. Te limit of f (x) as x approaces a is written as f (x) approaces, as

More information

1 The concept of limits (p.217 p.229, p.242 p.249, p.255 p.256) 1.1 Limits Consider the function determined by the formula 3. x since at this point

1 The concept of limits (p.217 p.229, p.242 p.249, p.255 p.256) 1.1 Limits Consider the function determined by the formula 3. x since at this point MA00 Capter 6 Calculus and Basic Linear Algebra I Limits, Continuity and Differentiability Te concept of its (p.7 p.9, p.4 p.49, p.55 p.56). Limits Consider te function determined by te formula f Note

More information

Dimensioning Optical Networks under Traffic Growth Models

Dimensioning Optical Networks under Traffic Growth Models Dimensioning Optical etworks under Traic rowt Models Tapan Kumar ayak Dept o Electrical Communication Engineering Indian Institute o Science Bangalore, India 560012 Kumar Sivarajan Tejas etworks Kanija

More information

MATH1901 Differential Calculus (Advanced)

MATH1901 Differential Calculus (Advanced) MATH1901 Dierential Calculus (Advanced) Capter 3: Functions Deinitions : A B A and B are sets assigns to eac element in A eactl one element in B A is te domain o te unction B is te codomain o te unction

More information

A Novel Computationally Intelligent Architecture for Identification and Control of Nonlinear Systems

A Novel Computationally Intelligent Architecture for Identification and Control of Nonlinear Systems A Novel Computationally Intelligent Arcitecture or Identiication and Control o Nonlinear Systems M. Önder Ee, Oyay Kayna and Imre J. Rudas, Mecatronics Researc and Application Center, Bogaziçi University,

More information

ch (for some fixed positive number c) reaching c

ch (for some fixed positive number c) reaching c GSTF Journal of Matematics Statistics and Operations Researc (JMSOR) Vol. No. September 05 DOI 0.60/s4086-05-000-z Nonlinear Piecewise-defined Difference Equations wit Reciprocal and Cubic Terms Ramadan

More information

1. Introduction. We consider the model problem: seeking an unknown function u satisfying

1. Introduction. We consider the model problem: seeking an unknown function u satisfying A DISCONTINUOUS LEAST-SQUARES FINITE ELEMENT METHOD FOR SECOND ORDER ELLIPTIC EQUATIONS XIU YE AND SHANGYOU ZHANG Abstract In tis paper, a discontinuous least-squares (DLS) finite element metod is introduced

More information

NONLINEAR SYSTEMS IDENTIFICATION USING THE VOLTERRA MODEL. Georgeta Budura

NONLINEAR SYSTEMS IDENTIFICATION USING THE VOLTERRA MODEL. Georgeta Budura NONLINEAR SYSTEMS IDENTIFICATION USING THE VOLTERRA MODEL Georgeta Budura Politenica University of Timisoara, Faculty of Electronics and Telecommunications, Comm. Dep., georgeta.budura@etc.utt.ro Abstract:

More information

Hydraulic validation of the LHC cold mass heat exchanger tube.

Hydraulic validation of the LHC cold mass heat exchanger tube. Hydraulic validation o te LHC cold mass eat excanger tube. LHC Project Note 155 1998-07-22 (pilippe.provenaz@cern.c) Pilippe PROVENAZ / LHC-ACR Division Summary Te knowledge o te elium mass low vs. te

More information

A = h w (1) Error Analysis Physics 141

A = h w (1) Error Analysis Physics 141 Introduction In all brances of pysical science and engineering one deals constantly wit numbers wic results more or less directly from experimental observations. Experimental observations always ave inaccuracies.

More information

Krazy Katt, the mechanical cat

Krazy Katt, the mechanical cat Krazy Katt, te mecanical cat Te cat rigting relex is a cat's innate ability to orient itsel as it alls in order to land on its eet. Te rigting relex begins to appear at 3 4 weeks o age, and is perected

More information

TIME DOMAIN FREQUENCY STABILITY ESTIMATION BASED ON FFT MEASUREMENTS

TIME DOMAIN FREQUENCY STABILITY ESTIMATION BASED ON FFT MEASUREMENTS 35 t Annual Precise Time and Time Interval (PTTI) Meeting TIME DOMAIN FREQUENCY STABILITY ESTIMATION BASED ON FFT MEASUREMENTS P. C. Cang, H. M. Peng, and S. Y. Lin National Standard Time & Frequenc Lab.,

More information

Lecture 21. Numerical differentiation. f ( x+h) f ( x) h h

Lecture 21. Numerical differentiation. f ( x+h) f ( x) h h Lecture Numerical differentiation Introduction We can analytically calculate te derivative of any elementary function, so tere migt seem to be no motivation for calculating derivatives numerically. However

More information

Carnot Factor of a Vapour Power Cycle with Regenerative Extraction

Carnot Factor of a Vapour Power Cycle with Regenerative Extraction Journal of Modern Pysics, 2017, 8, 1795-1808 ttp://www.scirp.org/journal/jmp ISSN Online: 2153-120X ISSN Print: 2153-1196 arnot Factor of a Vapour Power ycle wit Regenerative Extraction Duparquet Alain

More information

WYSE Academic Challenge 2004 Sectional Mathematics Solution Set

WYSE Academic Challenge 2004 Sectional Mathematics Solution Set WYSE Academic Callenge 00 Sectional Matematics Solution Set. Answer: B. Since te equation can be written in te form x + y, we ave a major 5 semi-axis of lengt 5 and minor semi-axis of lengt. Tis means

More information

Variance Estimation in Stratified Random Sampling in the Presence of Two Auxiliary Random Variables

Variance Estimation in Stratified Random Sampling in the Presence of Two Auxiliary Random Variables International Journal of Science and Researc (IJSR) ISSN (Online): 39-7064 Impact Factor (0): 3.358 Variance Estimation in Stratified Random Sampling in te Presence of Two Auxiliary Random Variables Esubalew

More information

Estimating Peak Bone Mineral Density in Osteoporosis Diagnosis by Maximum Distribution

Estimating Peak Bone Mineral Density in Osteoporosis Diagnosis by Maximum Distribution International Journal of Clinical Medicine Researc 2016; 3(5): 76-80 ttp://www.aascit.org/journal/ijcmr ISSN: 2375-3838 Estimating Peak Bone Mineral Density in Osteoporosis Diagnosis by Maximum Distribution

More information

INTRODUCTION AND MATHEMATICAL CONCEPTS

INTRODUCTION AND MATHEMATICAL CONCEPTS Capter 1 INTRODUCTION ND MTHEMTICL CONCEPTS PREVIEW Tis capter introduces you to te basic matematical tools for doing pysics. You will study units and converting between units, te trigonometric relationsips

More information

THE CONVERGENCE AND ORDER OF THE 3-POINT BLOCK EXTENDED BACKWARD DIFFERENTIATION FORMULA

THE CONVERGENCE AND ORDER OF THE 3-POINT BLOCK EXTENDED BACKWARD DIFFERENTIATION FORMULA VOL 7 NO DEEMBER ISSN 89-668 6- Asian Research Publishing Networ (ARPN) All rights reserved wwwarpnournalscom THE ONVERGENE AND ORDER OF THE -POINT BLOK EXTENDED BAKWARD DIFFERENTIATION FORMULA H Musa

More information

Efficient algorithms for for clone items detection

Efficient algorithms for for clone items detection Efficient algoritms for for clone items detection Raoul Medina, Caroline Noyer, and Olivier Raynaud Raoul Medina, Caroline Noyer and Olivier Raynaud LIMOS - Université Blaise Pascal, Campus universitaire

More information

Satometer: How Much Have We Searched?

Satometer: How Much Have We Searched? Satometer: How Muc Have We Searced? Fadi A. Aloul, Brian D. Sierawski, Karem A. Sakalla Department o Electrical Engineering and Computer Science University o Micigan {aloul, bsieraws, karem}@eecs.umic.edu

More information

The tangent line and the velocity problems. The derivative at a point and rates of change. , such as the graph shown below:

The tangent line and the velocity problems. The derivative at a point and rates of change. , such as the graph shown below: Capter 3: Derivatives In tis capter we will cover: 3 Te tanent line an te velocity problems Te erivative at a point an rates o cane 3 Te erivative as a unction Dierentiability 3 Derivatives o constant,

More information

NUMERICAL DIFFERENTIATION

NUMERICAL DIFFERENTIATION NUMERICAL IFFERENTIATION FIRST ERIVATIVES Te simplest difference formulas are based on using a straigt line to interpolate te given data; tey use two data pints to estimate te derivative. We assume tat

More information

MVT and Rolle s Theorem

MVT and Rolle s Theorem AP Calculus CHAPTER 4 WORKSHEET APPLICATIONS OF DIFFERENTIATION MVT and Rolle s Teorem Name Seat # Date UNLESS INDICATED, DO NOT USE YOUR CALCULATOR FOR ANY OF THESE QUESTIONS In problems 1 and, state

More information

A Numerical Method for Linear ODEs using Non-recursive Haar Connection Coefficients

A Numerical Method for Linear ODEs using Non-recursive Haar Connection Coefficients International Journal of Computational Science and Matematics ISSN 0974-389 Volume, Number 3 (00), pp 49--440 International Researc Publication House ttp://wwwirpousecom A Numerical Metod for Linear ODEs

More information

CHAPTER 2 MODELING OF THREE-TANK SYSTEM

CHAPTER 2 MODELING OF THREE-TANK SYSTEM 7 CHAPTER MODELING OF THREE-TANK SYSTEM. INTRODUCTION Te interacting tree-tank system is a typical example of a nonlinear MIMO system. Heiming and Lunze (999) ave regarded treetank system as a bencmark

More information

STABILIZATION OF NONNECESSARILY INVERSELY STABLE FIRST-ORDER ADAPTIVE SYSTEMS UNDER SATURATED INPUT

STABILIZATION OF NONNECESSARILY INVERSELY STABLE FIRST-ORDER ADAPTIVE SYSTEMS UNDER SATURATED INPUT SELECED OPICS in SYSEM SCIENCE and SIMULAION in ENGINEERING SABILIZAION OF NONNECESSARILY INVERSELY SABLE FIRS-ORDER ADAPIVE SYSEMS UNDER SAURAED INPU M. De la Sen and O. Barambones Abstract- is paper

More information

Runge Kutta Collocation Method for the Solution of First Order Ordinary Differential Equations

Runge Kutta Collocation Method for the Solution of First Order Ordinary Differential Equations Nonlinear Analysis and Differential Equations, Vol. 4, 2016, no. 1, 17-26 HIKARI Ltd, www.m-hikari.com http://dx.doi.org/10.12988/nade.2016.5823 Runge Kutta Collocation Method for the Solution of First

More information

A MONTE CARLO ANALYSIS OF THE EFFECTS OF COVARIANCE ON PROPAGATED UNCERTAINTIES

A MONTE CARLO ANALYSIS OF THE EFFECTS OF COVARIANCE ON PROPAGATED UNCERTAINTIES A MONTE CARLO ANALYSIS OF THE EFFECTS OF COVARIANCE ON PROPAGATED UNCERTAINTIES Ronald Ainswort Hart Scientific, American Fork UT, USA ABSTRACT Reports of calibration typically provide total combined uncertainties

More information

New Streamfunction Approach for Magnetohydrodynamics

New Streamfunction Approach for Magnetohydrodynamics New Streamfunction Approac for Magnetoydrodynamics Kab Seo Kang Brooaven National Laboratory, Computational Science Center, Building 63, Room, Upton NY 973, USA. sang@bnl.gov Summary. We apply te finite

More information

Z. Omar. Department of Mathematics School of Quantitative Sciences College of Art and Sciences Univeristi Utara Malaysia, Malaysia. Ra ft.

Z. Omar. Department of Mathematics School of Quantitative Sciences College of Art and Sciences Univeristi Utara Malaysia, Malaysia. Ra ft. International Journal of Mathematical Analysis Vol. 9, 015, no. 46, 57-7 HIKARI Ltd, www.m-hikari.com http://dx.doi.org/10.1988/ijma.015.57181 Developing a Single Step Hybrid Block Method with Generalized

More information

DELFT UNIVERSITY OF TECHNOLOGY Faculty of Electrical Engineering, Mathematics and Computer Science

DELFT UNIVERSITY OF TECHNOLOGY Faculty of Electrical Engineering, Mathematics and Computer Science DELFT UNIVERSITY OF TECHNOLOGY Faculty of Electrical Engineering, Matematics and Computer Science. ANSWERS OF THE TEST NUMERICAL METHODS FOR DIFFERENTIAL EQUATIONS (WI3097 TU) Tuesday January 9 008, 9:00-:00

More information

Differentiation. introduction to limits

Differentiation. introduction to limits 9 9A Introduction to limits 9B Limits o discontinuous, rational and brid unctions 9C Dierentiation using i rst principles 9D Finding derivatives b rule 9E Antidierentiation 9F Deriving te original unction

More information

Observability Analysis of Nonlinear Systems Using Pseudo-Linear Transformation

Observability Analysis of Nonlinear Systems Using Pseudo-Linear Transformation 9t IFAC Symposium on Nonlinear Control Systems Toulouse, France, September 4-6, 2013 TC3.4 Observability Analysis o Nonlinear Systems Using Pseudo-Linear Transormation Yu Kawano Tosiyui Otsua Osaa University,

More information

Evaluation and Accurate Estimation from Petrophysical Parameters of a Reservoir

Evaluation and Accurate Estimation from Petrophysical Parameters of a Reservoir American Journal of Environmental Engineering and Science 2016; 3(2): 68-74 ttp://www.aascit.org/journal/ajees ISSN: 2381-1153 (Print); ISSN: 2381-1161 (Online) Evaluation and Accurate Estimation from

More information

1. Introduction. 2. Numerical Methods

1. Introduction. 2. Numerical Methods America Joural o Computatioal ad Applied Matematics, (5: 9- DOI:.59/j.ajcam.5. A Stud o Numerical Solutios o Secod Order Iitial Value Problems (IVP or Ordiar Dieretial Equatios wit Fourt Order ad Butcer

More information

MA2264 -NUMERICAL METHODS UNIT V : INITIAL VALUE PROBLEMS FOR ORDINARY DIFFERENTIAL. By Dr.T.Kulandaivel Department of Applied Mathematics SVCE

MA2264 -NUMERICAL METHODS UNIT V : INITIAL VALUE PROBLEMS FOR ORDINARY DIFFERENTIAL. By Dr.T.Kulandaivel Department of Applied Mathematics SVCE MA64 -NUMERICAL METHODS UNIT V : INITIAL VALUE PROBLEMS FOR ORDINARY DIFFERENTIAL EQUATIONS B Dr.T.Kulandaivel Department of Applied Matematics SVCE Numerical ordinar differential equations is te part

More information

FEM solution of the ψ-ω equations with explicit viscous diffusion 1

FEM solution of the ψ-ω equations with explicit viscous diffusion 1 FEM solution of te ψ-ω equations wit explicit viscous diffusion J.-L. Guermond and L. Quartapelle 3 Abstract. Tis paper describes a variational formulation for solving te D time-dependent incompressible

More information

Flapwise bending vibration analysis of double tapered rotating Euler Bernoulli beam by using the differential transform method

Flapwise bending vibration analysis of double tapered rotating Euler Bernoulli beam by using the differential transform method Meccanica 2006) 41:661 670 DOI 10.1007/s11012-006-9012-z Flapwise bending vibration analysis of double tapered rotating Euler Bernoulli beam by using te differential transform metod Ozge Ozdemir Ozgumus

More information