A New Family of Multipoint Iterative Methods for Finding Multiple Roots of Nonlinear Equations

Size: px
Start display at page:

Download "A New Family of Multipoint Iterative Methods for Finding Multiple Roots of Nonlinear Equations"

Transcription

1 Aerica Joural o Coputatioal ad Applied Matheatics 3, 3(3: DOI:.593/j.ajca A New Faily o Multipoit Iterative Methods or Fidig Multiple Roots o Noliear Equatios R. Thukral Padé Research Cetre, 39 Deaswood Hill, Leeds, West Yorkshire, LS7 5JS, Eglad Abstract I this paper, we preset a ew aily o ultipoit iterative ethods or idig ultiple zeros o oliear equatios. Per iteratio the ew ethod requires three evaluatios o uctios ad oe o its irst derivative. We have aalysed ad proved the order o covergece o the ew ethods. Fially, the uerical eaples deostrate that the proposed ethods are superior to the eistig ethods. Keywords Modiied Newto Method, Root-Fidig, Noliear Equatios, Multiple Roots, Order o Covergece, Eiciecy Ide. Itroductio Fidig the roots o oliear equatios is very iportat i uerical aalysis ad has ay applicatios i egieerig ad other applied scieces. I this paper, we cosider iterative ethods to id a ultiple root o u ltip licity, i.e., ( ( α, α ( j ( α =, j =,,..., o a oliear equatio ( =. ad ( where : I is a scalar uctio o a ope iterval I ad it is suicietly sooth i the eighbourhood o α. I recet years, soe odiicatios o the Newto ethod or ultiple roots have bee proposed ad aalysed [-]. However, there are ot ay ethods kow to hadle the case o ultiple roots. Hece we preset two ew iterative ethods o higher order or idig u ltip le zeros o a oliear equatio ad oly use our evaluatios o the uctio per iteratio. I additio, the ew ethods have a better eiciecy ide tha the third ad ourth order ethods give i [,3-]. I view o this act, the ew ethods are sigiicatly better whe copared with the established ethods. Cosequetly, we have oud that the ew ethods are eiciet ad robust. The well-kow Newto s ethod or idig ultiple roots is give by ( = +, * Correspodig author: rthukral@hotail.co.uk (R. Thukral Published olie at Copyright 3 Scietiic & Acadeic Publishig. All Rights Reserved ( which coverges quadratically [,]. For the purpose o this paper, we use ( to costruct ew ultipoit iterative ethods or idig ultiple roots o a oliear equatio.. Costructio o the Methods ad Covergece Aalysis I this sectio we deie two ew iterative ethods. I order to establish the order o covergece o the ew ethods we state the three essetial deiitios. Deiitio Let be a real uctio with a sip le ( α { } root ad let be a sequece o real ubers that coverge towards α. The order o covergece p is give by α + li = ζ p ( α where is the asyptotic error costat ad Deiitio Let k be the uber o uctio evaluatios o the ew ethod. The eiciecy o the ew ethod is easured by the cocept o eiciecy ide [,] ad deied as /k p (4 where p is the order o the ethod. Deiitio 3 Suppose that ad are three successive iteratios closer to the root o (. The the coputatioal order o covergece [] ay be approiated by (3 + ζ p. l COC l, + α ( + α( α ( α( α. (5

2 Aerica Joural o Coputatioal ad Applied Matheatics 3, 3(3: where Recetly Thukral [7] preseted a ourth-order ethod or idig ultiple roots o a oliear equatio, which is give as y, = + abc ( + = y bc, ( a bc ( + ( y where b =, ( c, ( y a, (6 (7 =, is the iitial value ad provided that the deoiator o (6 ad (7 are ot equal to zero. I act, the ew iterative ethods preseted i this paper are the etesio o the above schee. To develop the higher order iterative ethods we use the above two steps ad itroduce the third step with a ew paraeter. First we deie sith-order iterative ethod ad the ollowed by ith-order iterative ethod... The New Sith-order Iterative Method The ew sith-order ethod or idig ultiple root o a oliear equatio is epressed as + abc z, (9 = y bc ( a bc ( + 5 a ( 8a + a bc + ( + 4a( bc + = z st 5 a ( a + a bc ( ( ( where y c b = = y z t z s = =, (, y = (8 ( ad, a is the i itial value. Theore Let : D be a suicietly sooth uctio deied o a ope iterval D, eclosig a ultiple zero o (, with ult iplicity >. The the aily o iterative ethods deied by schee ( has sith-order covergece. Proo Let α be a u ltiple root o ultip licity o a suicietly sooth uctio, ad e = y α, where y is deied i (8. Usig Taylor epasio o ad about, we have where ad e= α ( ( y α ( ( α ( = e + ce + ce +! ( ( α ( e + = + ce + (! c k = ( + k! ( α ( ( + k! ( α ( (3 (4 Moreover by (8, we have ( c e = e = e +. (5 ( ( y α ( ( α The epasio o about is give as ( y = e + ce + ce +.! (6 Sipliyig (6, we get ( ( α c ( y =! (7 c ( + c e + e + c Furtherore, we have c c + c b= e + e + (8 c Sice ro (9 ad (, we have + abc ( z = e bc, (9 + ( a bc ( a ( a + a bc 5 a 8a + a bc + + 4a bc e+ = z st 5 (. ( ( Substitutig appropriate epressios i ( ad ater sipliicatio we obtai the error equatio..

3 7 R. Thukral: A New Faily o Multipoit Iterative Methods or Fidig Multiple Roots o Noliear Equatios e+ = c + a e + ( The error equatio ( establishes the ourth-order covergece o the ew ethod deied by (... The New Fith-Order Iterative Method The ew ith-order ethod or idig ultiple root o a oliear equatio is epressed as (, y = (, (3. (4 where are give i (,, a is the iitial value ad provided that the deoiator o (-(4 are ot equal to zero. Theore Let : D be a suicietly sooth uctio deied o a ope iterval D, eclosig a ultiple zero o (, with ult iplicity >. The the aily o iterative ethods deied by schee (4 has ith-order covergece. Proo Substitutig appropriate epressios i (4 ad ater sipliicatio we obtai the error equatio e+ = c ( + a e + (5 The error equatio (5 establishes the ith-order covergece o the ew ethod deied by (4. 3. The Established Methods For the purpose o copariso, we cosider oe sith-order ethods ad two ith-order ethods preseted recetly i [8,9]. Sice these ethods are well established, we shall state the essetial epressios used i order to calculate the approiate solutio o the give oliear equatios ad thus copare the eectiveess o the ew ultipoit order ethods or idig ultiple roots. I [9], Thukral developed a sith ad ith order o covergece ethods, sice these ethods are well established we state the essetial epressios used i each o the ethods. The s ith-order ethod or idig ultiple roots o a oliear equatio is epressed as ( + abc z = y bc ( a bc + ( + = z st ( bcst,,,, (, y = (6 i/ 3 ( y ( z = i i= ( ( i/ 3 ( y + = z i i= (,(7, (8 where, is the iitial value ad provided that the deoiators o (6 ad (7 are ot equal to zero. The secod o the ethod give i[9] is the ith-order ethod or idig ultiple root o a oliear equatio is epressed as (9,(3, (3 where, is the iitial value ad provided that the deoiators o (- ( are ot equal to zero. I [8] Thukral developed aother ith-order ethod or idig ultiple root o a oliear equatio is epressed as (3, (33 where, is the iitia l value ad provided that the deoiators o (6 ad (7 are ot equal to zero. 4. Applicatio o the New Multipoit Iterative Methods The preset ultipoit ethods give by ( ad (4 are eployed to solve oliear equatios with ultiple roots ad copare with the Thukral ethods, (8, (3 ad (33. To deostrate the perorace o the ew u ltipoit z (, y = i/ 3 y ( z = i i= ( ( = z + z (, y = ( y ( y / + = y ( + z z = ( y (,

4 Aerica Joural o Coputatioal ad Applied Matheatics 3, 3(3: ethods, we use te particular oliear equatios. We deterie the cosistecy ad stability o results by e a iig the covergece o the ew iterative ethods. The idigs are geeralised by illustratig the eectiveess o the ew ultipoit ethods or deteriig the ultiple root o a oliear equatio. Cosequetly, we give estiates o the approiate solutio produced by the ethods cosidered ad list the errors obtaied by each o the ethods. The uerical coputatios listed i the tables were perored o a algebraic syste called Maple. I act, the errors displayed are o absolute value ad isigiicat approiatios by the various ethods have bee oitted i the ollowig tables. The ew ultipoit ethod requires our uctio evaluatios. To deterie the eiciecy ide o the ew ethods, we shall use the deiitio. Hece, the eiciecy Ta ble. Test uctios ad their roots ide o the ultipoit ethod give by ( is whereas the eiciecy ide o the ith-order ethod is give as. We ca see that the eiciecy ide o the ew sith-order ethod is better tha the other siilar ethods. The test uctios ad their eact root α are displayed i table. The dierece betwee the root α ad the approiatio or test uctios with iitial estiate, are displayed i Table. I act, is calculated by usig the sae total uber o uctio evaluatios (TNFE or all ethods. I the calculatios, TNFE are used by each ethod. Furtherore, the coputatioal order o covergece (COC is displayed i Table 3. Fuctios Roots Iitial Est iate 3 = + + = 7 α = =.9 3 ( (( si 3cos 5 = e + + = 4 α = =. = = 9 α = =. 4 = ep + = 95 α = = 3 5 = cos + = 5 α = = 6 ( si 8 = + = 5 α = =.7 = e e + = 3 α = = ( ( ta ( e ( ( l( = = 55 α = = = = α = =.4 = = 3 α = = 6

5 7 R. Thukral: A New Faily o Multipoit Iterative Methods or Fidig Multiple Roots o Noliear Equatios Ta ble. Copariso o various iterative ethods i (33 (3 (4 (8 (.39e-84.39e-8.6e-96.5e-59.84e-87.3e-3.69e-8.43e-6.94e-4.7e-5 3.4e-56.87e-55.57e-7.54e-97.69e e-3.649e-8.37e-48.e-5.468e e e e-4.84e-35.3e e-76.6e-73.e-8.53e-37.7e-53.8e-94.8e-9.76e-9.8e-8.853e-3.44e-5.983e-3.45e-3.33e-46.4e e-9.e e-9.9e-8.66e-48.86e-44.4e e-46.36e e-4 Ta ble 3. COC o various iterative ethods i 3 4 (33 (3 (4 (8 (

6 Aerica Joural o Coputatioal ad Applied Matheatics 3, 3(3: Rearks ad Coclusios I this paper, we have itroduced two ew ultipoit iterative ethods or solvig oliear equatios with u ltip le roots. Covergece aalysis proves that the ew ethods preserve their order o covergece. Sip ly itroducig ew paraeter i ( we have achieved sith-order o covergece. The prie otive o presetig these ew ethods was to establish a higher order o covergece ethod tha the eistig third, ourth ad ith order ethods [-]. We have eaied the eectiveess o the ew iterative ethods by showig the accuracy o the u ltiple roots o several oliear equatios. Ater a etesive eperietatio, it ca be cocluded that the covergece o the tested ultipoit ethods o the sith order is rearkably ast. Furtherore, i ost o the test eaples, epirically we have oud that the best results o the ew iterative ethods ( are obtaied whe a =. The a i purpose o deostratig the ew ethods or dieret types o oliear equatios was purely to illustrate the accuracy o the approiate solutio, the stability o the covergece, the cosistecy o the results ad to deterie the eiciecy o the ew iterative ethod. The ajor advatages o the ew ultipoit iterative ethods are; irst, able to evaluate siple ad ultiple roots, secodly, siple orula whe copared to eistig ethods cotaiig log epressios o (see[3], thirdly, produces better estiate tha the siilar ethods. Fially, we cojecture that ew cocept itroduced i this paper by Thukral ay be applied to trasor the iterative ethods used or idig siple root o oliear equatios. REFERENCES [] W. Gautschi, Nuerical Aalysis: a Itroductio, Birkhauser, 997. [] S. Kuar, V. Kawar, S. Sigh, O soe odiied ailies o ultipoit iterative ethods or ultiple roots o solvig oliear equatios, Appl. Math. Coput. 8 ( [3] S. G. Li, L. Z. Cheg, B. Neta, Soe ourth-order oliear solvers with closed orulae or ultiple roots, Cop. Math. Appl. 58 ( [4] J. Peg, Z. Zeg, A approach idig ultiple roots o oliear equatios or polyoials, Adv. Elec. Co. Web Appl. Co. 49 ( [5] E. Schroder, Uber uedich viele Algorithe zur Aulosug der Gleichuge, Math. A. ( [6] R. Thukral, A ew third-order iterative ethod or solvig oliear equatios with ultiple roots, J. Math. Coput. 6 ( [7] R. Thukral, A ew aily o ourth-order iterative ethods or solvig oliear equatios with ultiple roots, subitted to J. Nuer. Math. Stoch.. [8] R. Thukral, A ew ith-order iterative ethod or idig ultiple roots o oliear equatios, Aer. J. Coput. Math. 6 ( [9] R. Thukral, Itroductio to higher order iterative ethods or idig ultiple roots o solvig oliear equatios, J. Math. Vol. 3, doi:.55/3/ [] J. F. Traub, Iterative Methods or solutio o equatios, Chelsea publishig copay, New York 977. [] S. Weerakoo, T. G. I. Ferado, A variat o Newto s ethod with accelerated third-order covergece, Appl. Math. Lett. 3 ( [] Z. Wu, X. Li, A ourth-order odiicatio o Newto s ethod or ultiple roots, IJRRAS ( ( 66-7.

New Twelfth Order Iterative Methods for Finding Multiple Roots of Nonlinear Equations

New Twelfth Order Iterative Methods for Finding Multiple Roots of Nonlinear Equations Aerica Joural o Coputatioal ad Applied Matheatics 05 5(: -4 DOI: 059/jajca050500 New Twelth Order Iterative Methods or Fidig Multiple Roots o Noliear Equatios R Thukral Padé Research Cetre 9 Deaswood Hill

More information

-ORDER CONVERGENCE FOR FINDING SIMPLE ROOT OF A POLYNOMIAL EQUATION

-ORDER CONVERGENCE FOR FINDING SIMPLE ROOT OF A POLYNOMIAL EQUATION NEW NEWTON-TYPE METHOD WITH k -ORDER CONVERGENCE FOR FINDING SIMPLE ROOT OF A POLYNOMIAL EQUATION R. Thukral Padé Research Cetre, 39 Deaswood Hill, Leeds West Yorkshire, LS7 JS, ENGLAND ABSTRACT The objective

More information

Lecture 11. Solution of Nonlinear Equations - III

Lecture 11. Solution of Nonlinear Equations - III Eiciecy o a ethod Lecture Solutio o Noliear Equatios - III The eiciecy ide o a iterative ethod is deied by / E r r: rate o covergece o the ethod : total uber o uctios ad derivative evaluatios at each step

More information

Some Variants of Newton's Method with Fifth-Order and Fourth-Order Convergence for Solving Nonlinear Equations

Some Variants of Newton's Method with Fifth-Order and Fourth-Order Convergence for Solving Nonlinear Equations Copyright, Darbose Iteratioal Joural o Applied Mathematics ad Computatio Volume (), pp -6, 9 http//: ijamc.darbose.com Some Variats o Newto's Method with Fith-Order ad Fourth-Order Covergece or Solvig

More information

International Journal of Mathematical Archive-4(9), 2013, 1-5 Available online through ISSN

International Journal of Mathematical Archive-4(9), 2013, 1-5 Available online through   ISSN Iteratioal Joural o Matheatical Archive-4(9), 03, -5 Available olie through www.ija.io ISSN 9 5046 THE CUBIC RATE OF CONVERGENCE OF GENERALIZED EXTRAPOLATED NEWTON RAPHSON METHOD FOR SOLVING NONLINEAR

More information

Modification of Weerakoon-Fernando s Method with Fourth-Order of Convergence for Solving Nonlinear Equation

Modification of Weerakoon-Fernando s Method with Fourth-Order of Convergence for Solving Nonlinear Equation ISSN: 50-08 Iteratioal Joural o AdvacedResearch i Sciece, Egieerig ad Techology Vol. 5, Issue 8, August 018 Modiicatio o Weerakoo-Ferado s Method with Fourth-Order o Covergece or Solvig Noliear Equatio

More information

Solving a Nonlinear Equation Using a New Two-Step Derivative Free Iterative Methods

Solving a Nonlinear Equation Using a New Two-Step Derivative Free Iterative Methods Applied ad Computatioal Mathematics 07; 6(6): 38-4 http://www.sciecepublishiggroup.com/j/acm doi: 0.648/j.acm.070606. ISSN: 38-5605 (Prit); ISSN: 38-563 (Olie) Solvig a Noliear Equatio Usig a New Two-Step

More information

CS537. Numerical Analysis and Computing

CS537. Numerical Analysis and Computing CS57 Numerical Aalysis ad Computig Lecture Locatig Roots o Equatios Proessor Ju Zhag Departmet o Computer Sciece Uiversity o Ketucky Leigto KY 456-6 Jauary 9 9 What is the Root May physical system ca be

More information

CS321. Numerical Analysis and Computing

CS321. Numerical Analysis and Computing CS Numerical Aalysis ad Computig Lecture Locatig Roots o Equatios Proessor Ju Zhag Departmet o Computer Sciece Uiversity o Ketucky Leigto KY 456-6 September 8 5 What is the Root May physical system ca

More information

Application of Homotopy Analysis Method for Solving various types of Problems of Ordinary Differential Equations

Application of Homotopy Analysis Method for Solving various types of Problems of Ordinary Differential Equations Iteratioal Joural o Recet ad Iovatio Treds i Coputig ad Couicatio IN: 31-8169 Volue: 5 Issue: 5 16 Applicatio of Hootopy Aalysis Meod for olvig various types of Probles of Ordiary Differetial Equatios

More information

Fuzzy n-normed Space and Fuzzy n-inner Product Space

Fuzzy n-normed Space and Fuzzy n-inner Product Space Global Joural o Pure ad Applied Matheatics. ISSN 0973-768 Volue 3, Nuber 9 (07), pp. 4795-48 Research Idia Publicatios http://www.ripublicatio.co Fuzzy -Nored Space ad Fuzzy -Ier Product Space Mashadi

More information

The Differential Transform Method for Solving Volterra s Population Model

The Differential Transform Method for Solving Volterra s Population Model AASCIT Couicatios Volue, Issue 6 Septeber, 15 olie ISSN: 375-383 The Differetial Trasfor Method for Solvig Volterra s Populatio Model Khatereh Tabatabaei Departet of Matheatics, Faculty of Sciece, Kafas

More information

Higher-order iterative methods by using Householder's method for solving certain nonlinear equations

Higher-order iterative methods by using Householder's method for solving certain nonlinear equations Math Sci Lett, No, 7- ( 7 Mathematical Sciece Letters A Iteratioal Joural http://dxdoiorg/785/msl/5 Higher-order iterative methods by usig Householder's method for solvig certai oliear equatios Waseem

More information

Lebesgue Constant Minimizing Bivariate Barycentric Rational Interpolation

Lebesgue Constant Minimizing Bivariate Barycentric Rational Interpolation Appl. Math. If. Sci. 8, No. 1, 187-192 (2014) 187 Applied Matheatics & Iforatio Scieces A Iteratioal Joural http://dx.doi.org/10.12785/ais/080123 Lebesgue Costat Miiizig Bivariate Barycetric Ratioal Iterpolatio

More information

Two-step Extrapolated Newton s Method with High Efficiency Index

Two-step Extrapolated Newton s Method with High Efficiency Index Jour of Adv Research i Damical & Cotrol Systems Vol. 9 No. 017 Two-step Etrapolated Newto s Method with High Efficiecy Ide V.B. Kumar Vatti Dept. of Egieerig Mathematics Adhra Uiversity Visakhapatam Idia.

More information

Bertrand s postulate Chapter 2

Bertrand s postulate Chapter 2 Bertrad s postulate Chapter We have see that the sequece of prie ubers, 3, 5, 7,... is ifiite. To see that the size of its gaps is ot bouded, let N := 3 5 p deote the product of all prie ubers that are

More information

Topic 9 - Taylor and MacLaurin Series

Topic 9 - Taylor and MacLaurin Series Topic 9 - Taylor ad MacLauri Series A. Taylors Theorem. The use o power series is very commo i uctioal aalysis i act may useul ad commoly used uctios ca be writte as a power series ad this remarkable result

More information

Applied Mathematics Letters

Applied Mathematics Letters Applied Mathematics Letters 5 (01) 03 030 Cotets lists available at SciVerse ScieceDirect Applied Mathematics Letters joural homepage: www.elsevier.com/locate/aml O ew computatioal local orders of covergece

More information

Observations on Derived K-Fibonacci and Derived K- Lucas Sequences

Observations on Derived K-Fibonacci and Derived K- Lucas Sequences ISSN(Olie): 9-875 ISSN (Prit): 7-670 Iteratioal Joural of Iovative Research i Sciece Egieerig ad Techology (A ISO 97: 007 Certified Orgaizatio) Vol. 5 Issue 8 August 06 Observatios o Derived K-iboacci

More information

New Families of Fourth-Order Derivative-Free Methods for Solving Nonlinear Equations with Multiple Roots

New Families of Fourth-Order Derivative-Free Methods for Solving Nonlinear Equations with Multiple Roots Arica Joural o Coputatioal ad Applid Mathatics (4: 7- DOI:.59/j.ajca.4. Nw Failis o Fourth-Ordr Drivativ-Fr Mthods or Solvig Noliar Equatios with Multipl Roots R. Thukral Padé Rsarch Ctr 9 Daswood Hill

More information

A new sequence convergent to Euler Mascheroni constant

A new sequence convergent to Euler Mascheroni constant You ad Che Joural of Iequalities ad Applicatios 08) 08:7 https://doi.org/0.86/s3660-08-670-6 R E S E A R C H Ope Access A ew sequece coverget to Euler Mascheroi costat Xu You * ad Di-Rog Che * Correspodece:

More information

Numerical Solution of Nonlinear Integro-Differential Equations with Initial Conditions by Bernstein Operational Matrix of Derivative

Numerical Solution of Nonlinear Integro-Differential Equations with Initial Conditions by Bernstein Operational Matrix of Derivative Iteratioal Joural of Moder Noliear heory ad Applicatio 3-9 http://ddoiorg/36/ijta38 Published Olie Jue 3 (http://wwwscirporg/joural/ijta) Nuerical Solutio of Noliear Itegro-Differetial Equatios with Iitial

More information

Newton Homotopy Solution for Nonlinear Equations Using Maple14. Abstract

Newton Homotopy Solution for Nonlinear Equations Using Maple14. Abstract Joural of Sciece ad Techology ISSN 9-860 Vol. No. December 0 Newto Homotopy Solutio for Noliear Equatios Usig Maple Nor Haim Abd. Rahma, Arsmah Ibrahim, Mohd Idris Jayes Faculty of Computer ad Mathematical

More information

Taylor Polynomials and Approximations - Classwork

Taylor Polynomials and Approximations - Classwork Taylor Polyomials ad Approimatios - Classwork Suppose you were asked to id si 37 o. You have o calculator other tha oe that ca do simple additio, subtractio, multiplicatio, or divisio. Fareched\ Not really.

More information

A New Type of q-szász-mirakjan Operators

A New Type of q-szász-mirakjan Operators Filoat 3:8 07, 567 568 https://doi.org/0.98/fil7867c Published by Faculty of Scieces ad Matheatics, Uiversity of Niš, Serbia Available at: http://www.pf.i.ac.rs/filoat A New Type of -Szász-Miraka Operators

More information

Chapter 2 The Solution of Numerical Algebraic and Transcendental Equations

Chapter 2 The Solution of Numerical Algebraic and Transcendental Equations Chapter The Solutio of Numerical Algebraic ad Trascedetal Equatios Itroductio I this chapter we shall discuss some umerical methods for solvig algebraic ad trascedetal equatios. The equatio f( is said

More information

2.2 Limits Involving Infinity AP Calculus

2.2 Limits Involving Infinity AP Calculus . Liits Ivolvig Iiity AP Calculus. LIMITS INVOLVING INFINITY We are goig to look at two kids o its ivolvig iiity. We are iterested i deteriig what happes to a uctio as approaches iiity (i both the positive

More information

7. Discrete Fourier Transform (DFT)

7. Discrete Fourier Transform (DFT) 7 Discrete ourier Trasor (DT) 7 Deiitio ad soe properties Discrete ourier series ivolves to seueces o ubers aely the aliased coeiciets ĉ ad the saples (T) It relates the aliased coeiciets to the saples

More information

Automated Proofs for Some Stirling Number Identities

Automated Proofs for Some Stirling Number Identities Autoated Proofs for Soe Stirlig Nuber Idetities Mauel Kauers ad Carste Scheider Research Istitute for Sybolic Coputatio Johaes Kepler Uiversity Altebergerstraße 69 A4040 Liz, Austria Subitted: Sep 1, 2007;

More information

ENGI 4430 Advanced Calculus for Engineering Faculty of Engineering and Applied Science Problem Set 4 Solutions [Numerical Methods]

ENGI 4430 Advanced Calculus for Engineering Faculty of Engineering and Applied Science Problem Set 4 Solutions [Numerical Methods] ENGI 3 Advaced Calculus or Egieerig Facult o Egieerig ad Applied Sciece Problem Set Solutios [Numerical Methods]. Use Simpso s rule with our itervals to estimate I si d a, b, h a si si.889 si 3 si.889

More information

PRELIMINARY MATHEMATICS LECTURE 5

PRELIMINARY MATHEMATICS LECTURE 5 SCHOOL OF ORIENTAL AND AFRICAN STUDIES UNIVERSITY OF LONDON DEPARTMENT OF ECONOMICS 5 / - 6 5 MSc Ecoomics PRELIMINARY MATHEMATICS LECTURE 5 Course website: http://mercur.soas.ac.uk/users/sm97/teachig_msc_premath.htm

More information

Root Finding COS 323

Root Finding COS 323 Root Fidig COS 33 Why Root Fidig? Solve or i ay equatio: b where? id root o g b 0 Might ot be able to solve or directly e.g., e -0. si3-0.5 Evaluatig might itsel require solvig a dieretial equatio, ruig

More information

Some New Iterative Methods for Solving Nonlinear Equations

Some New Iterative Methods for Solving Nonlinear Equations World Applied Scieces Joural 0 (6): 870-874, 01 ISSN 1818-495 IDOSI Publicatios, 01 DOI: 10.589/idosi.wasj.01.0.06.830 Some New Iterative Methods for Solvig Noliear Equatios Muhammad Aslam Noor, Khalida

More information

THE SOLUTION OF NONLINEAR EQUATIONS f( x ) = 0.

THE SOLUTION OF NONLINEAR EQUATIONS f( x ) = 0. THE SOLUTION OF NONLINEAR EQUATIONS f( ) = 0. Noliear Equatio Solvers Bracketig. Graphical. Aalytical Ope Methods Bisectio False Positio (Regula-Falsi) Fied poit iteratio Newto Raphso Secat The root of

More information

On the Fibonacci-like Sequences of Higher Order

On the Fibonacci-like Sequences of Higher Order Article Iteratioal Joural of oder atheatical Scieces, 05, 3(): 5-59 Iteratioal Joural of oder atheatical Scieces Joural hoepage: wwwoderscietificpressco/jourals/ijsaspx O the Fiboacci-like Sequeces of

More information

Maclaurin and Taylor series

Maclaurin and Taylor series At the ed o the previous chapter we looed at power series ad oted that these were dieret rom other iiite series as they were actually uctios o a variable R: a a + + a + a a Maclauri ad Taylor series +

More information

AVERAGE MARKS SCALING

AVERAGE MARKS SCALING TERTIARY INSTITUTIONS SERVICE CENTRE Level 1, 100 Royal Street East Perth, Wester Australia 6004 Telephoe (08) 9318 8000 Facsiile (08) 95 7050 http://wwwtisceduau/ 1 Itroductio AVERAGE MARKS SCALING I

More information

Research Article A New Second-Order Iteration Method for Solving Nonlinear Equations

Research Article A New Second-Order Iteration Method for Solving Nonlinear Equations Abstract ad Applied Aalysis Volume 2013, Article ID 487062, 4 pages http://dx.doi.org/10.1155/2013/487062 Research Article A New Secod-Order Iteratio Method for Solvig Noliear Equatios Shi Mi Kag, 1 Arif

More information

NEW FAST CONVERGENT SEQUENCES OF EULER-MASCHERONI TYPE

NEW FAST CONVERGENT SEQUENCES OF EULER-MASCHERONI TYPE UPB Sci Bull, Series A, Vol 79, Iss, 207 ISSN 22-7027 NEW FAST CONVERGENT SEQUENCES OF EULER-MASCHERONI TYPE Gabriel Bercu We itroduce two ew sequeces of Euler-Mascheroi type which have fast covergece

More information

Comparison Study of Series Approximation. and Convergence between Chebyshev. and Legendre Series

Comparison Study of Series Approximation. and Convergence between Chebyshev. and Legendre Series Applied Mathematical Scieces, Vol. 7, 03, o. 6, 3-337 HIKARI Ltd, www.m-hikari.com http://d.doi.org/0.988/ams.03.3430 Compariso Study of Series Approimatio ad Covergece betwee Chebyshev ad Legedre Series

More information

Numerical Solution of Non-linear Equations

Numerical Solution of Non-linear Equations Numerical Solutio of Noliear Equatios. INTRODUCTION The most commo reallife problems are oliear ad are ot ameable to be hadled by aalytical methods to obtai solutios of a variety of mathematical problems.

More information

RAYLEIGH'S METHOD Revision D

RAYLEIGH'S METHOD Revision D RAYGH'S METHOD Revisio D B To Irvie Eail: toirvie@aol.co Noveber 5, Itroductio Daic sstes ca be characterized i ters of oe or ore atural frequecies. The atural frequec is the frequec at which the sste

More information

Solution of Differential Equation from the Transform Technique

Solution of Differential Equation from the Transform Technique Iteratioal Joural of Computatioal Sciece ad Mathematics ISSN 0974-3189 Volume 3, Number 1 (2011), pp 121-125 Iteratioal Research Publicatio House http://wwwirphousecom Solutio of Differetial Equatio from

More information

Three-Step Iterative Methods with Sixth-Order Convergence for Solving Nonlinear Equations

Three-Step Iterative Methods with Sixth-Order Convergence for Solving Nonlinear Equations Article Three-Step Iteratie Methods with Sith-Order Coergece or Solig Noliear Eqatios Departmet o Mathematics, Kermashah Uiersity o Techology, Kermashah, Ira (Correspodig athor; e-mail: bghabary@yahoocom

More information

Numerical Solutions of Second Order Boundary Value Problems by Galerkin Residual Method on Using Legendre Polynomials

Numerical Solutions of Second Order Boundary Value Problems by Galerkin Residual Method on Using Legendre Polynomials IOSR Joural of Mathematics (IOSR-JM) e-issn: 78-578, p-issn: 319-765X. Volume 11, Issue 6 Ver. IV (Nov. - Dec. 15), PP 1-11 www.iosrjourals.org Numerical Solutios of Secod Order Boudary Value Problems

More information

IN many scientific and engineering applications, one often

IN many scientific and engineering applications, one often INTERNATIONAL JOURNAL OF COMPUTING SCIENCE AND APPLIED MATHEMATICS, VOL 3, NO, FEBRUARY 07 5 Secod Degree Refiemet Jacobi Iteratio Method for Solvig System of Liear Equatio Tesfaye Kebede Abstract Several

More information

International Journal of Mathematical Archive-3(12), 2012, Available online through ISSN

International Journal of Mathematical Archive-3(12), 2012, Available online through   ISSN Iteratioal Joural o Mathematical Archive-, 0, 489-4897 Available olie throuh www.ijma.io ISSN 9 5046 NEW ITERATIVE NUMERICAL ALGORITHMS FOR MINIMIZATION OF NONLINEAR FUNCTIONS K. Karthikea* School o Advaced

More information

After the completion of this section the student

After the completion of this section the student Chapter II CALCULUS II. Liits ad Cotiuity 55 II. LIMITS AND CONTINUITY Objectives: After the copletio of this sectio the studet - should recall the defiitios of the it of fuctio; - should be able to apply

More information

A NUMERICAL METHOD OF SOLVING CAUCHY PROBLEM FOR DIFFERENTIAL EQUATIONS BASED ON A LINEAR APPROXIMATION

A NUMERICAL METHOD OF SOLVING CAUCHY PROBLEM FOR DIFFERENTIAL EQUATIONS BASED ON A LINEAR APPROXIMATION U.P.B. Sci. Bull., Series A, Vol. 79, Iss. 4, 7 ISSN -77 A NUMERICAL METHOD OF SOLVING CAUCHY PROBLEM FOR DIFFERENTIAL EQUATIONS BASED ON A LINEAR APPROXIMATION Cristia ŞERBĂNESCU, Marius BREBENEL A alterate

More information

CHAPTER 6c. NUMERICAL INTERPOLATION

CHAPTER 6c. NUMERICAL INTERPOLATION CHAPTER 6c. NUMERICAL INTERPOLATION A. J. Clark School o Egieerig Departmet o Civil ad Evirometal Egieerig y Dr. Irahim A. Assakka Sprig ENCE - Computatio Methods i Civil Egieerig II Departmet o Civil

More information

Solving third order boundary value problem with fifth order block method

Solving third order boundary value problem with fifth order block method Matematical Metods i Egieerig ad Ecoomics Solvig tird order boudary value problem wit it order bloc metod A. S. Abdulla, Z. A. Majid, ad N. Seu Abstract We develop a it order two poit bloc metod or te

More information

Error for power series (Day 2) YOU MAY USE YOUR CALCULATOR TO COMPUTE FRACTIONS AND OTHER SIMPLE OPERATIONS

Error for power series (Day 2) YOU MAY USE YOUR CALCULATOR TO COMPUTE FRACTIONS AND OTHER SIMPLE OPERATIONS AP Calculus BC CHAPTE B WOKSHEET INFINITE SEQUENCES AND SEIES Name Seat # Date Error or power series (Day ) YOU MAY USE YOU CALCULATO TO COMPUTE FACTIONS AND OTHE SIMPLE OPEATIONS a) Approimate si usig

More information

Abelian Theorem for Generalized Fourier-Laplace Transform

Abelian Theorem for Generalized Fourier-Laplace Transform Iteratioal Joural o Iovatio ad Applied Studies ISSN 2028-9324 Vol. 8 No. 2 Sep. 204, pp. 549-555 204 Iovative Space o Scietiic Research Jourals http://www.ijias.issr-jourals.org/ Abelia Theore or Geeralized

More information

POWER SERIES SOLUTION OF FIRST ORDER MATRIX DIFFERENTIAL EQUATIONS

POWER SERIES SOLUTION OF FIRST ORDER MATRIX DIFFERENTIAL EQUATIONS Joural of Applied Mathematics ad Computatioal Mechaics 4 3(3) 3-8 POWER SERIES SOLUION OF FIRS ORDER MARIX DIFFERENIAL EQUAIONS Staisław Kukla Izabela Zamorska Istitute of Mathematics Czestochowa Uiversity

More information

Modified Decomposition Method by Adomian and. Rach for Solving Nonlinear Volterra Integro- Differential Equations

Modified Decomposition Method by Adomian and. Rach for Solving Nonlinear Volterra Integro- Differential Equations Noliear Aalysis ad Differetial Equatios, Vol. 5, 27, o. 4, 57-7 HIKARI Ltd, www.m-hikari.com https://doi.org/.2988/ade.27.62 Modified Decompositio Method by Adomia ad Rach for Solvig Noliear Volterra Itegro-

More information

International Journal of Multidisciplinary Research and Modern Education (IJMRME) ISSN (Online): (www.rdmodernresearch.

International Journal of Multidisciplinary Research and Modern Education (IJMRME) ISSN (Online): (www.rdmodernresearch. (wwwrdoderresearchco) Volue II, Issue II, 2016 PRODUC OPERAION ON FUZZY RANSIION MARICES V Chiadurai*, S Barkavi**, S Vayabalaji*** & J Parthiba**** * Departet of Matheatics, Aaalai Uiversity, Aaalai Nagar,

More information

JORGE LUIS AROCHA AND BERNARDO LLANO. Average atchig polyoial Cosider a siple graph G =(V E): Let M E a atchig of the graph G: If M is a atchig, the a

JORGE LUIS AROCHA AND BERNARDO LLANO. Average atchig polyoial Cosider a siple graph G =(V E): Let M E a atchig of the graph G: If M is a atchig, the a MEAN VALUE FOR THE MATCHING AND DOMINATING POLYNOMIAL JORGE LUIS AROCHA AND BERNARDO LLANO Abstract. The ea value of the atchig polyoial is coputed i the faily of all labeled graphs with vertices. We dee

More information

Direct Solution of Initial Value Problems of Fourth Order Ordinary Differential Equations Using Modified Implicit Hybrid Block Method

Direct Solution of Initial Value Problems of Fourth Order Ordinary Differential Equations Using Modified Implicit Hybrid Block Method Joural of Scietific Research & Reports (): 79-8, ; Article o. JSRR...7 ISSN: 7 SCIENCEDOMAIN iteratioal www.sciecedoai.org Direct Solutio of Iitial Value Probles of Fourth Order Ordiary Differetial Equatios

More information

MATH 10550, EXAM 3 SOLUTIONS

MATH 10550, EXAM 3 SOLUTIONS MATH 155, EXAM 3 SOLUTIONS 1. I fidig a approximate solutio to the equatio x 3 +x 4 = usig Newto s method with iitial approximatio x 1 = 1, what is x? Solutio. Recall that x +1 = x f(x ) f (x ). Hece,

More information

The Phi Power Series

The Phi Power Series The Phi Power Series I did this work i about 0 years while poderig the relatioship betwee the golde mea ad the Madelbrot set. I have fially decided to make it available from my blog at http://semresearch.wordpress.com/.

More information

SZEGO S THEOREM STARTING FROM JENSEN S THEOREM

SZEGO S THEOREM STARTING FROM JENSEN S THEOREM UPB Sci Bull, Series A, Vol 7, No 3, 8 ISSN 3-77 SZEGO S THEOREM STARTING FROM JENSEN S THEOREM Cǎli Alexe MUREŞAN Mai îtâi vo itroduce Teorea lui Jese şi uele coseciţe ale sale petru deteriarea uǎrului

More information

CERTAIN CONGRUENCES FOR HARMONIC NUMBERS Kotor, Montenegro

CERTAIN CONGRUENCES FOR HARMONIC NUMBERS Kotor, Montenegro MATHEMATICA MONTISNIGRI Vol XXXVIII (017) MATHEMATICS CERTAIN CONGRUENCES FOR HARMONIC NUMBERS ROMEO METROVIĆ 1 AND MIOMIR ANDJIĆ 1 Maritie Faculty Kotor, Uiversity of Moteegro 85330 Kotor, Moteegro e-ail:

More information

Calculus 2 - D. Yuen Final Exam Review (Version 11/22/2017. Please report any possible typos.)

Calculus 2 - D. Yuen Final Exam Review (Version 11/22/2017. Please report any possible typos.) Calculus - D Yue Fial Eam Review (Versio //7 Please report ay possible typos) NOTE: The review otes are oly o topics ot covered o previous eams See previous review sheets for summary of previous topics

More information

Bernoulli Polynomials Talks given at LSBU, October and November 2015 Tony Forbes

Bernoulli Polynomials Talks given at LSBU, October and November 2015 Tony Forbes Beroulli Polyoials Tals give at LSBU, October ad Noveber 5 Toy Forbes Beroulli Polyoials The Beroulli polyoials B (x) are defied by B (x), Thus B (x) B (x) ad B (x) x, B (x) x x + 6, B (x) dx,. () B 3

More information

CHAPTER 6d. NUMERICAL INTERPOLATION

CHAPTER 6d. NUMERICAL INTERPOLATION CHAPER 6d. NUMERICAL INERPOLAION A. J. Clark School o Egieerig Departmet o Civil ad Evirometal Egieerig by Dr. Ibrahim A. Assakka Sprig ENCE - Computatio Methods i Civil Egieerig II Departmet o Civil ad

More information

AN EFFICIENT ESTIMATION METHOD FOR THE PARETO DISTRIBUTION

AN EFFICIENT ESTIMATION METHOD FOR THE PARETO DISTRIBUTION Joural of Statistics: Advaces i Theory ad Applicatios Volue 3, Nuber, 00, Pages 6-78 AN EFFICIENT ESTIMATION METHOD FOR THE PARETO DISTRIBUTION Departet of Matheatics Brock Uiversity St. Catharies, Otario

More information

Chapter 4. Fourier Series

Chapter 4. Fourier Series Chapter 4. Fourier Series At this poit we are ready to ow cosider the caoical equatios. Cosider, for eample the heat equatio u t = u, < (4.) subject to u(, ) = si, u(, t) = u(, t) =. (4.) Here,

More information

x+ 2 + c p () x c p () x is an arbitrary function. ( sin x ) dx p f() d d f() dx = x dx p cosx = cos x+ 2 d p () x + x-a r (1.

x+ 2 + c p () x c p () x is an arbitrary function. ( sin x ) dx p f() d d f() dx = x dx p cosx = cos x+ 2 d p () x + x-a r (1. Super Derivative (No-iteger ties Derivative). Super Derivative ad Super Differetiatio Defitio.. p () obtaied by cotiuig aalytically the ide of the differetiatio operator of Higher Derivative of a fuctio

More information

Binomial transform of products

Binomial transform of products Jauary 02 207 Bioial trasfor of products Khristo N Boyadzhiev Departet of Matheatics ad Statistics Ohio Norther Uiversity Ada OH 4580 USA -boyadzhiev@ouedu Abstract Give the bioial trasfors { b } ad {

More information

Notes on iteration and Newton s method. Iteration

Notes on iteration and Newton s method. Iteration Notes o iteratio ad Newto s method Iteratio Iteratio meas doig somethig over ad over. I our cotet, a iteratio is a sequece of umbers, vectors, fuctios, etc. geerated by a iteratio rule of the type 1 f

More information

On the Variations of Some Well Known Fixed Point Theorem in Metric Spaces

On the Variations of Some Well Known Fixed Point Theorem in Metric Spaces Turkish Joural of Aalysis ad Number Theory, 205, Vol 3, No 2, 70-74 Available olie at http://pubssciepubcom/tjat/3/2/7 Sciece ad Educatio Publishig DOI:0269/tjat-3-2-7 O the Variatios of Some Well Kow

More information

The Hypergeometric Coupon Collection Problem and its Dual

The Hypergeometric Coupon Collection Problem and its Dual Joural of Idustrial ad Systes Egieerig Vol., o., pp -7 Sprig 7 The Hypergeoetric Coupo Collectio Proble ad its Dual Sheldo M. Ross Epstei Departet of Idustrial ad Systes Egieerig, Uiversity of Souther

More information

(s)h(s) = K( s + 8 ) = 5 and one finite zero is located at z 1

(s)h(s) = K( s + 8 ) = 5 and one finite zero is located at z 1 ROOT LOCUS TECHNIQUE 93 should be desiged differetly to eet differet specificatios depedig o its area of applicatio. We have observed i Sectio 6.4 of Chapter 6, how the variatio of a sigle paraeter like

More information

A collocation method for singular integral equations with cosecant kernel via Semi-trigonometric interpolation

A collocation method for singular integral equations with cosecant kernel via Semi-trigonometric interpolation Iteratioal Joural of Mathematics Research. ISSN 0976-5840 Volume 9 Number 1 (017) pp. 45-51 Iteratioal Research Publicatio House http://www.irphouse.com A collocatio method for sigular itegral equatios

More information

5. Fast NLMS-OCF Algorithm

5. Fast NLMS-OCF Algorithm 5. Fast LMS-OCF Algorithm The LMS-OCF algorithm preseted i Chapter, which relies o Gram-Schmidt orthogoalizatio, has a compleity O ( M ). The square-law depedece o computatioal requiremets o the umber

More information

Partial New Mock Theta Functions

Partial New Mock Theta Functions Alied Matheatics, (: 6-5 DOI:.59/j.a..9 Partial New Mock Theta Fuctios Bhaskar Srivas tava Deartet o Matheatics ad Astrooy, Luckow Uiversity, Luckow, Idia Abstract By usig a sile idetity o ie, I have roved

More information

Taylor polynomial solution of difference equation with constant coefficients via time scales calculus

Taylor polynomial solution of difference equation with constant coefficients via time scales calculus TMSCI 3, o 3, 129-135 (2015) 129 ew Treds i Mathematical Scieces http://wwwtmscicom Taylor polyomial solutio of differece equatio with costat coefficiets via time scales calculus Veysel Fuat Hatipoglu

More information

Newton s Method. Video

Newton s Method. Video SECTION 8 Newto s Method 9 (a) a a Sectio 8 (, ( )) (, ( )) Taget lie c Taget lie c b (b) The -itercept o the taget lie approimates the zero o Figure 60 b Newto s Method Approimate a zero o a uctio usig

More information

TIME-PERIODIC SOLUTIONS OF A PROBLEM OF PHASE TRANSITIONS

TIME-PERIODIC SOLUTIONS OF A PROBLEM OF PHASE TRANSITIONS Far East Joural o Mathematical Scieces (FJMS) 6 Pushpa Publishig House, Allahabad, Idia Published Olie: Jue 6 http://dx.doi.org/.7654/ms99947 Volume 99, umber, 6, Pages 947-953 ISS: 97-87 Proceedigs o

More information

Phys. 201 Mathematical Physics 1 Dr. Nidal M. Ershaidat Doc. 12

Phys. 201 Mathematical Physics 1 Dr. Nidal M. Ershaidat Doc. 12 Physics Departmet, Yarmouk Uiversity, Irbid Jorda Phys. Mathematical Physics Dr. Nidal M. Ershaidat Doc. Fourier Series Deiitio A Fourier series is a expasio o a periodic uctio (x) i terms o a iiite sum

More information

CHAPTER 5: FOURIER SERIES PROPERTIES OF EVEN & ODD FUNCTION PLOT PERIODIC GRAPH

CHAPTER 5: FOURIER SERIES PROPERTIES OF EVEN & ODD FUNCTION PLOT PERIODIC GRAPH CHAPTER : FOURIER SERIES PROPERTIES OF EVEN & ODD FUNCTION POT PERIODIC GRAPH PROPERTIES OF EVEN AND ODD FUNCTION Fuctio is said to be a eve uctio i: Fuctio is said to be a odd uctio i: Fuctio is said

More information

Integer Linear Programming

Integer Linear Programming Iteger Liear Programmig Itroductio Iteger L P problem (P) Mi = s. t. a = b i =,, m = i i 0, iteger =,, c Eemple Mi z = 5 s. t. + 0 0, 0, iteger F(P) = feasible domai of P Itroductio Iteger L P problem

More information

( a) ( ) 1 ( ) 2 ( ) ( ) 3 3 ( ) =!

( a) ( ) 1 ( ) 2 ( ) ( ) 3 3 ( ) =! .8,.9: Taylor ad Maclauri Series.8. Although we were able to fid power series represetatios for a limited group of fuctios i the previous sectio, it is ot immediately obvious whether ay give fuctio has

More information

Newton s Method. y f x 1 x x 1 f x 1. Letting y 0 and solving for x produces. x x 1 f x 1. x 1. x 2 x 1 f x 1. f x 1. x 3 x 2 f x 2 f x 2.

Newton s Method. y f x 1 x x 1 f x 1. Letting y 0 and solving for x produces. x x 1 f x 1. x 1. x 2 x 1 f x 1. f x 1. x 3 x 2 f x 2 f x 2. 460_008.qd //04 :7 PM Page 9 SECTION.8 Newto s Method 9 (a) a a Sectio.8 (, ( )) (, ( )) Taget lie c Taget lie c b (b) The -itercept o the taget lie approimates the zero o. Figure.60 b Newto s Method Approimate

More information

Math 104: Homework 2 solutions

Math 104: Homework 2 solutions Math 04: Homework solutios. A (0, ): Sice this is a ope iterval, the miimum is udefied, ad sice the set is ot bouded above, the maximum is also udefied. if A 0 ad sup A. B { m + : m, N}: This set does

More information

Numerical Solution of the Two Point Boundary Value Problems By Using Wavelet Bases of Hermite Cubic Spline Wavelets

Numerical Solution of the Two Point Boundary Value Problems By Using Wavelet Bases of Hermite Cubic Spline Wavelets Australia Joural of Basic ad Applied Scieces, 5(): 98-5, ISSN 99-878 Numerical Solutio of the Two Poit Boudary Value Problems By Usig Wavelet Bases of Hermite Cubic Splie Wavelets Mehdi Yousefi, Hesam-Aldie

More information

Section A assesses the Units Numerical Analysis 1 and 2 Section B assesses the Unit Mathematics for Applied Mathematics

Section A assesses the Units Numerical Analysis 1 and 2 Section B assesses the Unit Mathematics for Applied Mathematics X0/70 NATIONAL QUALIFICATIONS 005 MONDAY, MAY.00 PM 4.00 PM APPLIED MATHEMATICS ADVANCED HIGHER Numerical Aalysis Read carefully. Calculators may be used i this paper.. Cadidates should aswer all questios.

More information

REPRESENTING MARKOV CHAINS WITH TRANSITION DIAGRAMS

REPRESENTING MARKOV CHAINS WITH TRANSITION DIAGRAMS Joural o Mathematics ad Statistics, 9 (3): 49-54, 3 ISSN 549-36 3 Sciece Publicatios doi:.38/jmssp.3.49.54 Published Olie 9 (3) 3 (http://www.thescipub.com/jmss.toc) REPRESENTING MARKOV CHAINS WITH TRANSITION

More information

Implicit Splitting Finite Difference Scheme for Multi-dimensional Wave Simulation

Implicit Splitting Finite Difference Scheme for Multi-dimensional Wave Simulation Iplicit Splittig Fiite Differece Schee for Multi-diesioal Wave Siulatio Houhu (Jaes Zhag, Yu Zhag, CGGVeritas, Housto Jaes Su, CGGVeritas, Sigapore Suar I this abstract, we propose a ew fiite-differece

More information

Seed and Sieve of Odd Composite Numbers with Applications in Factorization of Integers

Seed and Sieve of Odd Composite Numbers with Applications in Factorization of Integers IOSR Joural of Mathematics (IOSR-JM) e-issn: 78-578, p-issn: 319-75X. Volume 1, Issue 5 Ver. VIII (Sep. - Oct.01), PP 01-07 www.iosrjourals.org Seed ad Sieve of Odd Composite Numbers with Applicatios i

More information

Solving Nonlinear Stochastic Diffusion Models with Nonlinear Losses Using the Homotopy Analysis Method

Solving Nonlinear Stochastic Diffusion Models with Nonlinear Losses Using the Homotopy Analysis Method Applied Matheatics, 4, 5, 5-7 Published Olie Jauary 4 (http://www.scirp.org/joural/a) http://d.doi.org/.436/a.4.54 Solvig Noliear Stochastic Diffusio Models with Noliear Losses Usig the Hootopy Aalysis

More information

The Discrete-Time Fourier Transform (DTFT)

The Discrete-Time Fourier Transform (DTFT) EEL: Discrete-Time Sigals ad Systems The Discrete-Time Fourier Trasorm (DTFT) The Discrete-Time Fourier Trasorm (DTFT). Itroductio I these otes, we itroduce the discrete-time Fourier trasorm (DTFT) ad

More information

Riemann Hypothesis Proof

Riemann Hypothesis Proof Riea Hypothesis Proof H. Vic Dao 43 rd West Coast Nuber Theory Coferece, Dec 6-0, 009, Asiloar, CA. Revised 0/8/00. Riea Hypothesis Proof H. Vic Dao vic0@cocast.et March, 009 Revised Deceber, 009 Abstract

More information

19.1 The dictionary problem

19.1 The dictionary problem CS125 Lecture 19 Fall 2016 19.1 The dictioary proble Cosider the followig data structural proble, usually called the dictioary proble. We have a set of ites. Each ite is a (key, value pair. Keys are i

More information

wavelet collocation method for solving integro-differential equation.

wavelet collocation method for solving integro-differential equation. IOSR Joural of Egieerig (IOSRJEN) ISSN (e): 5-3, ISSN (p): 78-879 Vol. 5, Issue 3 (arch. 5), V3 PP -7 www.iosrje.org wavelet collocatio method for solvig itegro-differetial equatio. Asmaa Abdalelah Abdalrehma

More information

Section 1 of Unit 03 (Pure Mathematics 3) Algebra

Section 1 of Unit 03 (Pure Mathematics 3) Algebra Sectio 1 of Uit 0 (Pure Mathematics ) Algebra Recommeded Prior Kowledge Studets should have studied the algebraic techiques i Pure Mathematics 1. Cotet This Sectio should be studied early i the course

More information

d y f f dy Numerical Solution of Ordinary Differential Equations Consider the 1 st order ordinary differential equation (ODE) . dx

d y f f dy Numerical Solution of Ordinary Differential Equations Consider the 1 st order ordinary differential equation (ODE) . dx umerical Solutio o Ordiar Dieretial Equatios Cosider te st order ordiar dieretial equatio ODE d. d Te iitial coditio ca be tae as. Te we could use a Talor series about ad obtai te complete solutio or......!!!

More information

Lecture 19. Curve fitting I. 1 Introduction. 2 Fitting a constant to measured data

Lecture 19. Curve fitting I. 1 Introduction. 2 Fitting a constant to measured data Lecture 9 Curve fittig I Itroductio Suppose we are preseted with eight poits of easured data (x i, y j ). As show i Fig. o the left, we could represet the uderlyig fuctio of which these data are saples

More information

TEACHING THE IDEAS BEHIND POWER SERIES. Advanced Placement Specialty Conference. LIN McMULLIN. Presented by

TEACHING THE IDEAS BEHIND POWER SERIES. Advanced Placement Specialty Conference. LIN McMULLIN. Presented by Advaced Placemet Specialty Coferece TEACHING THE IDEAS BEHIND POWER SERIES Preseted by LIN McMULLIN Sequeces ad Series i Precalculus Power Series Itervals of Covergece & Covergece Tests Error Bouds Geometric

More information