A mathematical model of blood flow through diseased blood vessel

Size: px
Start display at page:

Download "A mathematical model of blood flow through diseased blood vessel"

Transcription

1 Iteratioal Joural of Emergig Treds & Techology i Computer Sciece (IJETTCS Volume 6, Issue 3, May- Jue 27 ISSN A mathematical model of blood flow through diseased blood vessel Sapa Rata Shah, Aamika School of Computatioal ad Itegrative Scieces, Jawaharlal Nehru Uiversity, New Delhi-67, (Idia Abstract The flow of blood i two-dimesioal through the costricted radially o-symmetric multiple steosed artery is ivestigated i this paper. Blood is cosidered a Herschek-Bulkley fluid ad it is characterized by the geeralized form of Navier-Stokes equatio. The equatios of the proposed model are solved ad closed from expressios for the blood flow characteristics, resistace to flow, wall shear stress at maximum depressio for differet poits of a sigle loop steosis. It is foud that resistace to flow is icreased as the height of steosis icreases. Ad wall shear stress is icreased with axial velocity for icreasig values of steosis shape parameter. Keywords: Steosis, Herschek-Bulkley fluid, Resistace to flow, Wall shear stress, Radially o-symmetric.. INTRODUCTION Atherosclerosis is the major cause of heart attack ad stroke. This disease causes a ogoig steosis of the lume ad hardeig of the artery wall because of accumulatio of lipids i the itima [2]. The successive build-up of deposits i the arterial wall may form a plaque that protrudes i to the lume ad restricts the blood flow. If the carotid artery is affected the it may cause stroke, whe the coroary artery. There are also correspodig chages i the forces (shear ad ormal stresses exerted by the flowig blood o the plaque surface. The abormal arrowig i a blood vessel is caused by steosis Fig..(a. Ivestigators [5, 8] have emphasized that the formatio of itravascular plaques ad the impigemet of ligamets ad spurs o the blood vessel wall are some of the major factors for the iitiatio ad developmet of this vascular disease. The fruitful study of [3,6] has poited out that the variatio of resistace to flow ad the wall shear stress with the axial distace are physiologically importat quatities. [,7] have show theoretical results of for the velocity profiles, pressure drop, wall shearig stress ad separatio pheomea for special geometries for Newtoia model of blood. I the series of the papers [7] the effects o the cardiovascular system ca be uderstood by studyig the blood flow i its viciity. I these studies the behavior of the blood has bee cosidered as a Newtoia fluid. However, it may be oted that the blood does ot behave as a Newtoia fluid uder certai coditios. It is geerally accepted that the blood, beig a suspesio of cells, behaves as a o-newtoia fluid at low shear rate [9]. It has bee poited out by [] that the flow behaviour of blood i a tube of small diameter (less tha.2 mm ad at less tha 2sec - shear rate, ca be represeted by a power-low fluid model. I these discussed models, the ivestigators have ot dealt with the radially o-symmetric steosis. I this preset aalysis mathematical model for the blood flow through a radially o-symmetric steosis has bee formulated for improved geeralized geometry of multiple steosis located at equispaced poits. For simplicity the graphical aalysis is performed for a sigle loop of steosis havig maximum depressio at differet poits. Fig.. (a Artery with multiple steosis 2. FORMULATION OF THE PROBLEM I the preset aalysis, it is assumed that the steosis develops i the arterial wall ad symmetrical about the axis but o-symmetrical with respect to radial co-ordiates. I such a case the radius of artery, R(z ca be writte as: Fig..(b Volume 6, Issue 3, May Jue 27 Page 282

2 Iteratioal Joural of Emergig Treds & Techology i Computer Sciece (IJETTCS Volume 6, Issue 3, May- Jue 27 ISSN Fig..(b.Geometr y of Steosed artery R(z ad R is the radius of the artery with ad without steosis, respectively. L is the legth of artery ad L is the steosis legth, d idicates the distace betwee equispaced poits, k is umber of steosis that appears i arterial lume, α.is a positive iteger, m is parameter determiig the shape of steosis i artery ad δ deotes the maximum height of steosis at Z. / (m kd k L L / m z. α (2 Coservatio Equatio ad boudary coditios: The equatio of motio for lamiar ad icompressible, steady, fully-developed, oe-dimesioal flow of blood whose viscosity varies alog the radial directio i a artery reduces to [4]: P (r τ, r r z P, r (3 where (z, r are co-ordiates with z measured alog the axis ad r measured ormal to the axis of the artery. Followig boudary coditios are itroduced to solve the above equatios, u / r = at r = u = at r = R (z. is fiite at r = P = P o at z = P = P L at z = L (4 Aalysis of the problem: Herschel-Bulkley fluid model- The stress-strai relatio of Herschel-Bulkley fluid is give as: f ( f ( where du dr du dr, dp r, 2, dp, 2 ad µ deotes Herschel-Bulkley viscosity coefficiet, o is yield stress, is shear stress, R c is the radius of the plug-flow regio, u is the axial velocity alog the z directio ad is the flow behavior idex. The relatio correspod to the vaishig of the velocity gradiets i regios, i which the shear stress τ is less tha the yield stress τ o this implies a plug flow wherever τ τ o whe the shear rates i the fluid are very high, τ τ o, the power-law fluid behavior is idicated. By equatio (2 ad (3 we get, / p / = - r - R c, du dr 2 μ (6 the flow of flux, Q, is defied as, d u Q= 2 p u r dr = p r - dr, d r R R 2 substitutig the value of f ( from equatio (4 i equatio (6, / (3 + π P R Q = f (y, 2 2μ ( + (8 ((/ 4 ((/ 2 f ( y [2( ( R ((/ 2 R 4 (( ((/ 2((/ 3 R (( ((/ 3 ( ], R R c y =. R Usig equatio (7 we have, (( / 3 (5 dp 2 μ 2 Q P = - = ( + 3 ( + R π f (y (9 to determie λ, we itegrate equatio (8 for the pressure P L ad P o are the pressure at z = ad z = L, respectively, where L is the legth of the tube. 2μ ΔP=P -P = 2Q + L π R L +3 (+3 R(z R f(y ( (7 Volume 6, Issue 3, May Jue 27 Page 283

3 Iteratioal Joural of Emergig Treds & Techology i Computer Sciece (IJETTCS Volume 6, Issue 3, May- Jue 27 ISSN The resistace to flow is give by the coefficiet λ is defie as follows: P - P L Q ( o usig equatio (9 ad ( gives, 2 μ 2Q ( + +3 (M R π (2 d d + L L d z d z d z M = f d R (z d + L (f f(y R 4 ( = [2( y (/ + 2 y f (/ 4 (3 (3 + (( y (( y ] (2 (3 Whe there is o steosis i artery the R = R o, the resistace to flow, grows or radius of artery decreases (this referred to as Fahraeus-Lidquist effect i very thi tubes. I Fig.4 the variatio of wall shear stress with steosis shape parameter (m has bee show. This figure depicts that wall shear stress decreases as steosis shape parameter (m icreases. These results are similar with the results of []. Fig.5 describes the variatio of wall shear stress (τ with steosis size. This figure depicts that wall shear stress (τ icreases as steosis size icreases. These results are cosistet to the observatio of [3,6]. Resistace to flow δ/r =., α= Steosis Shape Parameter δ/r =., α=. δ/r =., α=.2 N 2 μ 2Q ( + L R +3 π (f (3 Fig.2.Variatio of Resistace to flow with Steosis shape parameter from equatio ( ad ( the ratio of ( / N is give as: d + L L L N d R (z L (f d z = - + R o + 3 f(y (4 3.Result ad Discussio I order to have estimate of the quatitative effects of steosis shape parameter (m= 2..., ad steosis size o resistace to flow ad wall shear stress, computer codes were developed ad to evaluate the aalytical results obtaied for resistace to blood flow ad wall shear stress for diseased system associated with steosis due to the local depositio of lipids have bee determie. The results are show i Fig 2-5 by usig the values of parameter based o experimetal data i steosed artery. Fig.2 reveals the variatio of resistace to flow ( with steosis shape parameter (m. It is observed that the resistace to flow ( decreases as steosis shape parameter (m icreases, maximum resistace to flow ( occurs at (m = 2, i. e. i case of symmetric steosis. The result is cosistig with the result of [2,9]. Fig.3 cosists the variatio of resistace to flow ( with steosis size (δ/r. It is evidet that resistace to flow icreases as steosis size icreases. Resistace to flow icrease as steosis Resistace to flow Steosis Size δ/r =., α=. Fig.3. Variatio of Resistace to flow with steosis size δ/r =., α=. δ/r =., α=.2 Volume 6, Issue 3, May Jue 27 Page 284

4 Iteratioal Joural of Emergig Treds & Techology i Computer Sciece (IJETTCS Volume 6, Issue 3, May- Jue 27 ISSN Wall Shear Stress Wall Shear Stress δ/r =., α=. Steosis Shape Parameter Fig.4. Variatio of Wall Shear Stress with Steosis shape parameter 4.CONCLUSION A theoretical ad aalytical study of blood flow through multi-shape steosed artery has bee carried out. The umerical experimet is helpful for biologist ad medical practitioers to aalyze the effect of blood flow i presece of radially o-symmetric multiple steosed artery. The radially o-symmetric multiple steosis have importat effect o flow tha sigle-regular shape steosis. REFERENCES []. Bhatagar, A., Srivastava, R.K., Sigh, A.K., A umerical aalysis for the effect of slip velocity ad steosis shape o oewtoia flow of blood, Iteratioal Joural of Egieerig, (25, Vol. 28, Issue 3, pp [2]. Bhatagar, A., Srivastava, R.K., Sigh, A.K., A umerical aalysis for the effect of slip velocity ad steosis shape o oewtoia flow of blood, δ/r =., α=. δ/r =., α=.2 δ/r =., α= Steosis Size Fig.5. Variatio of wall shear stress with steosis size δ/r =., α=. δ/r =., α=.2 Iteratioal Joural of Egieerig, (25, Vol. 28, Issue 3, pp [3]. Biswas, D. ad Ali, M., Two-layered mathematical model for blood flow iside a asymmetric steosed artery with velocity slip at iterface, Iteratioal Joural of Mathematical Archive, (24, Vol. 5, Issue 2,pp [4]. Jai, N., Sigh, S., Steady flow of blood through a atherosclerotic artery: A o-newtoia model, Iteratioal Joural of Applied Mathematics ad Mechaics, (22,8, pp [5]. Joshi, P., Pathak, A. ad Joshi, B.K. Two-Layered Model of Blood Flow through Composite Steosed Artery. Applicatio ad Applied Mathematics, Joural of Bio-Sciece ad Bio-Techology, (29, Vol. 3(, pp [6]. Kumar, S., Diwakar, C., Blood flow resistace for a small artery with the effect of multiple steoses ad post steotic dilatatio, Iteratioal Joural of Egieerig Scieces & Emergig Techologies, (23, Vol. 6, Issue, pp [7]. Moha, V., Prashad, V. ad Varshey, N.K., Effect of icliatio of a steosed artery o casso fluid flow with periodic body acceleratio, Iteratioal Joural of Advaced Scietific ad Techical Research, (23, Vol. 4, Issue 3, pp [8]. Sakar, A.R., Guakala, S.R. ad Comissiog, D.M.G., Two-layered Blood Flow through a Composite Steosis i the Presece of a Magetic Field, Iteratioal Joural of Applicatio or Iovatio i Egieerig & Maagemet, (23, Vol. 2, Issue 2, pp [9]. Sakar, A.R., Guakala, S.R. ad Comissiog, D.M.G., Two-layered Blood Flow through a Composite Steosis i the Presece of a Magetic Field, Iteratioal Joural of Applicatio or Iovatio i Egieerig & Maagemet, (23, Vol. 2, Issue 2, pp []. Srivastava V.P. ad Mishra S., "No-ewtoia arterial blood flow through a overlappig steosis", Appl. ad Appl. Math.: A It. J. (AAM, (2, Vol. 5, Issue, pp AUTHOR Dr. Sapa Rata Shah, Associate Professor, School of Computatioal ad Itegrative Scieces, Jawaharlal Nehru, New Delhi, received M.Sc. ad Pd.D degree i Mathematics from Christ Church P. G. College, ad Harcourt Butler Techical Uiversity, Kapur respectively. She has bee doig research work i Applied Mathematics, Biomechaics, Biomathematics sice 22. She has published more tha sevety research papers i various reputed iteratioal jourals. Volume 6, Issue 3, May Jue 27 Page 285

5 Iteratioal Joural of Emergig Treds & Techology i Computer Sciece (IJETTCS Volume 6, Issue 3, May- Jue 27 ISSN Mrs. Aamika, Systems Aalyst, School of Computatioal ad Itegrative Scieces, Jawaharlal Nehru, New Delhi, received B.E. degree i Computer Scieces from M.D.U Rohtak,, Post graduatio diploma i advace desig ad developmet from CDAC Noida ad M.S. degrees i Software Systems from BITS Pilai, Rajestha. She is perusig her research work i applied Mathematics Volume 6, Issue 3, May Jue 27 Page 286

THE NUMERICAL SOLUTION OF THE NEWTONIAN FLUIDS FLOW DUE TO A STRETCHING CYLINDER BY SOR ITERATIVE PROCEDURE ABSTRACT

THE NUMERICAL SOLUTION OF THE NEWTONIAN FLUIDS FLOW DUE TO A STRETCHING CYLINDER BY SOR ITERATIVE PROCEDURE ABSTRACT Europea Joural of Egieerig ad Techology Vol. 3 No., 5 ISSN 56-586 THE NUMERICAL SOLUTION OF THE NEWTONIAN FLUIDS FLOW DUE TO A STRETCHING CYLINDER BY SOR ITERATIVE PROCEDURE Atif Nazir, Tahir Mahmood ad

More information

Numerical Study on MHD Flow And Heat Transfer With The Effect Of Microrotational Parameter In The Porous Medium

Numerical Study on MHD Flow And Heat Transfer With The Effect Of Microrotational Parameter In The Porous Medium IOSR Joural of Egieerig (IOSRJEN) ISSN (e): 5-3, ISSN (p): 78-879 Vol. 5, Issue 4 (April. 5), V PP 8-7 www.iosrje.org Numerical Study o MHD Flow Ad Heat rasfer With he Effect Of Microrotatioal Parameter

More information

A STUDY ON MHD BOUNDARY LAYER FLOW OVER A NONLINEAR STRETCHING SHEET USING IMPLICIT FINITE DIFFERENCE METHOD

A STUDY ON MHD BOUNDARY LAYER FLOW OVER A NONLINEAR STRETCHING SHEET USING IMPLICIT FINITE DIFFERENCE METHOD IRET: Iteratioal oural of Research i Egieerig ad Techology eissn: 39-63 pissn: 3-7308 A STUDY ON MHD BOUNDARY LAYER FLOW OVER A NONLINEAR STRETCHING SHEET USING IMPLICIT FINITE DIFFERENCE METHOD Satish

More information

International Journal of Innovative Research in Advanced Engineering (IJIRAE) ISSN: Issue 10, Volume 4 (October 2017)

International Journal of Innovative Research in Advanced Engineering (IJIRAE) ISSN: Issue 10, Volume 4 (October 2017) Iteratioal Joural of Iovative esearch i Advaced Egieerig (IJIAE) ISSN: 349-163 Issue 1, Volume 4 (October 17) OSCILLATOY FLOW OF BLOOD IN POOUS VESSEL OF A STENOSED ATEY WITH VAIABLE VISCOSITY: EFFECTS

More information

11TH INTERNATIONAL SYMPOSIUM ON PARTICLE IMAGE VELOCIMETRY - PIV15 Santa Barbara, California, Sept , 2015

11TH INTERNATIONAL SYMPOSIUM ON PARTICLE IMAGE VELOCIMETRY - PIV15 Santa Barbara, California, Sept , 2015 11TH INTERNATIONAL SYMPOSIUM ON PARTICLE IMAGE VELOCIMETRY - PIV15 Sata Barbara, Califoria, Sept. 14-16, 2015 ABSTRACT HELE-SHAW RHEOMETRY BY MEANS OF PARTICLE IMAGE VELOCIMETRY Sita Drost & Jerry Westerweel

More information

Castiel, Supernatural, Season 6, Episode 18

Castiel, Supernatural, Season 6, Episode 18 13 Differetial Equatios the aswer to your questio ca best be epressed as a series of partial differetial equatios... Castiel, Superatural, Seaso 6, Episode 18 A differetial equatio is a mathematical equatio

More information

CO-LOCATED DIFFUSE APPROXIMATION METHOD FOR TWO DIMENSIONAL INCOMPRESSIBLE CHANNEL FLOWS

CO-LOCATED DIFFUSE APPROXIMATION METHOD FOR TWO DIMENSIONAL INCOMPRESSIBLE CHANNEL FLOWS CO-LOCATED DIFFUSE APPROXIMATION METHOD FOR TWO DIMENSIONAL INCOMPRESSIBLE CHANNEL FLOWS C.PRAX ad H.SADAT Laboratoire d'etudes Thermiques,URA CNRS 403 40, Aveue du Recteur Pieau 86022 Poitiers Cedex,

More information

Numerical Simulation of Thermomechanical Problems in Applied Mechanics: Application to Solidification Problem

Numerical Simulation of Thermomechanical Problems in Applied Mechanics: Application to Solidification Problem Leoardo Joural of Scieces ISSN 1583-0233 Issue 9, July-December 2006 p. 25-32 Numerical Simulatio of Thermomechaical Problems i Applied Mechaics: Applicatio to Solidificatio Problem Vicet Obiajulu OGWUAGWU

More information

Fluid Physics 8.292J/12.330J % (1)

Fluid Physics 8.292J/12.330J % (1) Fluid Physics 89J/133J Problem Set 5 Solutios 1 Cosider the flow of a Euler fluid i the x directio give by for y > d U = U y 1 d for y d U + y 1 d for y < This flow does ot vary i x or i z Determie the

More information

Average Number of Real Zeros of Random Fractional Polynomial-II

Average Number of Real Zeros of Random Fractional Polynomial-II Average Number of Real Zeros of Radom Fractioal Polyomial-II K Kadambavaam, PG ad Research Departmet of Mathematics, Sri Vasavi College, Erode, Tamiladu, Idia M Sudharai, Departmet of Mathematics, Velalar

More information

EXPERIMENTAL INVESTIGATION ON LAMINAR HIGHLY CONCENTRATED FLOW MODELED BY A PLASTIC LAW Session 5

EXPERIMENTAL INVESTIGATION ON LAMINAR HIGHLY CONCENTRATED FLOW MODELED BY A PLASTIC LAW Session 5 EXPERIMENTAL INVESTIGATION ON LAMINAR HIGHLY CONCENTRATED FLOW MODELED BY A PLASTIC LAW Sessio 5 Sergio Brambilla, Ramo Pacheco, Fabrizio Sala ENEL.HYDRO S.p.a. Polo Idraulico Strutturale, Milao; Seior

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

Analysis of composites with multiple rigid-line reinforcements by the BEM

Analysis of composites with multiple rigid-line reinforcements by the BEM Aalysis of composites with multiple rigid-lie reiforcemets by the BEM Piotr Fedeliski* Departmet of Stregth of Materials ad Computatioal Mechaics, Silesia Uiversity of Techology ul. Koarskiego 18A, 44-100

More information

Boundary layer problem on conveyor belt. Gabriella Bognár University of Miskolc 3515 Miskolc-Egyetemváros, Hungary

Boundary layer problem on conveyor belt. Gabriella Bognár University of Miskolc 3515 Miskolc-Egyetemváros, Hungary Boudary layer problem o coveyor belt Gabriella Bogár Uiversity of Miskolc 355 Miskolc-Egyetemváros, Hugary e-mail: matvbg@ui-miskolc.hu Abstract: A techologically importat source of the boudary layer pheomeo

More information

PAijpam.eu ON TENSOR PRODUCT DECOMPOSITION

PAijpam.eu ON TENSOR PRODUCT DECOMPOSITION Iteratioal Joural of Pure ad Applied Mathematics Volume 103 No 3 2015, 537-545 ISSN: 1311-8080 (prited versio); ISSN: 1314-3395 (o-lie versio) url: http://wwwijpameu doi: http://dxdoiorg/1012732/ijpamv103i314

More information

Streamfunction-Vorticity Formulation

Streamfunction-Vorticity Formulation Streamfuctio-Vorticity Formulatio A. Salih Departmet of Aerospace Egieerig Idia Istitute of Space Sciece ad Techology, Thiruvaathapuram March 2013 The streamfuctio-vorticity formulatio was amog the first

More information

Some Basic Diophantine Equations

Some Basic Diophantine Equations Some Basic iophatie Equatios R.Maikada, epartmet of Mathematics, M.I.E.T. Egieerig College, Tiruchirappalli-7. Email: maimaths78@gmail.com bstract- - I this paper we preset a method for solvig the iophatie

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

17 Phonons and conduction electrons in solids (Hiroshi Matsuoka)

17 Phonons and conduction electrons in solids (Hiroshi Matsuoka) 7 Phoos ad coductio electros i solids Hiroshi Matsuoa I this chapter we will discuss a miimal microscopic model for phoos i a solid ad a miimal microscopic model for coductio electros i a simple metal.

More information

The Mathematical Model and the Simulation Modelling Algoritm of the Multitiered Mechanical System

The Mathematical Model and the Simulation Modelling Algoritm of the Multitiered Mechanical System The Mathematical Model ad the Simulatio Modellig Algoritm of the Multitiered Mechaical System Demi Aatoliy, Kovalev Iva Dept. of Optical Digital Systems ad Techologies, The St. Petersburg Natioal Research

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

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

Size, shape and temperature effect on nanomaterials

Size, shape and temperature effect on nanomaterials Idia Joural of Pure & Applied Physics Vol. 53, November 2015, pp. 768-775 Size, shape ad temperature effect o aomaterials G Sharma, S Bhatt, R Kumar & M Kumar* Departmet of Physics, G.B. Pat Uiversity

More information

True Nature of Potential Energy of a Hydrogen Atom

True Nature of Potential Energy of a Hydrogen Atom True Nature of Potetial Eergy of a Hydroge Atom Koshu Suto Key words: Bohr Radius, Potetial Eergy, Rest Mass Eergy, Classical Electro Radius PACS codes: 365Sq, 365-w, 33+p Abstract I cosiderig the potetial

More information

BACKMIXING IN SCREW EXTRUDERS

BACKMIXING IN SCREW EXTRUDERS BACKMIXING IN SCREW EXTRUDERS Chris Rauwedaal, Rauwedaal Extrusio Egieerig, Ic. Paul Grama, The Madiso Group Abstract Mixig is a critical fuctio i most extrusio operatios. Oe of the most difficult mixig

More information

Analysis of MOS Capacitor Loaded Annular Ring MICROSTRIP Antenna

Analysis of MOS Capacitor Loaded Annular Ring MICROSTRIP Antenna Iteratioal OPEN AESS Joural Of Moder Egieerig Research (IJMER Aalysis of MOS apacitor Loaded Aular Rig MIROSTRIP Atea Mohit Kumar, Suredra Kumar, Devedra Kumar 3, Ravi Kumar 4,, 3, 4 (Assistat Professor,

More information

A Block Cipher Using Linear Congruences

A Block Cipher Using Linear Congruences Joural of Computer Sciece 3 (7): 556-560, 2007 ISSN 1549-3636 2007 Sciece Publicatios A Block Cipher Usig Liear Cogrueces 1 V.U.K. Sastry ad 2 V. Jaaki 1 Academic Affairs, Sreeidhi Istitute of Sciece &

More information

Kinetics of Complex Reactions

Kinetics of Complex Reactions Kietics of Complex Reactios by Flick Colema Departmet of Chemistry Wellesley College Wellesley MA 28 wcolema@wellesley.edu Copyright Flick Colema 996. All rights reserved. You are welcome to use this documet

More information

Uniform Strict Practical Stability Criteria for Impulsive Functional Differential Equations

Uniform Strict Practical Stability Criteria for Impulsive Functional Differential Equations Global Joural of Sciece Frotier Research Mathematics ad Decisio Scieces Volume 3 Issue Versio 0 Year 03 Type : Double Blid Peer Reviewed Iteratioal Research Joural Publisher: Global Jourals Ic (USA Olie

More information

Probability, Expectation Value and Uncertainty

Probability, Expectation Value and Uncertainty Chapter 1 Probability, Expectatio Value ad Ucertaity We have see that the physically observable properties of a quatum system are represeted by Hermitea operators (also referred to as observables ) such

More information

Ray Optics Theory and Mode Theory. Dr. Mohammad Faisal Dept. of EEE, BUET

Ray Optics Theory and Mode Theory. Dr. Mohammad Faisal Dept. of EEE, BUET Ray Optics Theory ad Mode Theory Dr. Mohammad Faisal Dept. of, BUT Optical Fiber WG For light to be trasmitted through fiber core, i.e., for total iteral reflectio i medium, > Ray Theory Trasmissio Ray

More information

577. Estimation of surface roughness using high frequency vibrations

577. Estimation of surface roughness using high frequency vibrations 577. Estimatio of surface roughess usig high frequecy vibratios V. Augutis, M. Sauoris, Kauas Uiversity of Techology Electroics ad Measuremets Systems Departmet Studetu str. 5-443, LT-5368 Kauas, Lithuaia

More information

Free Space Optical Wireless Communications under Turbulence Channel Effect

Free Space Optical Wireless Communications under Turbulence Channel Effect IOSR Joural of Electroics ad Commuicatio Egieerig (IOSR-JECE) e-issn: 78-834,p- ISSN: 78-8735.Volume 9, Issue 3, Ver. III (May - Ju. 014), PP 01-08 Free Space Optical Wireless Commuicatios uder Turbulece

More information

AMS Mathematics Subject Classification : 40A05, 40A99, 42A10. Key words and phrases : Harmonic series, Fourier series. 1.

AMS Mathematics Subject Classification : 40A05, 40A99, 42A10. Key words and phrases : Harmonic series, Fourier series. 1. J. Appl. Math. & Computig Vol. x 00y), No. z, pp. A RECURSION FOR ALERNAING HARMONIC SERIES ÁRPÁD BÉNYI Abstract. We preset a coveiet recursive formula for the sums of alteratig harmoic series of odd order.

More information

Third-order Composite Runge Kutta Method for Solving Fuzzy Differential Equations

Third-order Composite Runge Kutta Method for Solving Fuzzy Differential Equations Global Joural of Pure ad Applied Mathematics. ISSN 097-768 Volume Number (06) pp. 7-76 Research Idia Publicatios http://www.ripublicatio.com/gjpam.htm Third-order Composite Ruge Kutta Method for Solvig

More information

Chapter 7 z-transform

Chapter 7 z-transform Chapter 7 -Trasform Itroductio Trasform Uilateral Trasform Properties Uilateral Trasform Iversio of Uilateral Trasform Determiig the Frequecy Respose from Poles ad Zeros Itroductio Role i Discrete-Time

More information

Stability Analysis of the Euler Discretization for SIR Epidemic Model

Stability Analysis of the Euler Discretization for SIR Epidemic Model Stability Aalysis of the Euler Discretizatio for SIR Epidemic Model Agus Suryato Departmet of Mathematics, Faculty of Scieces, Brawijaya Uiversity, Jl Vetera Malag 6545 Idoesia Abstract I this paper we

More information

EVALUATION OF GLASS FIBER/EPOXY INTERFACIAL STRENGTH BY THE CRUCIFORM SPECIMEN METHOD

EVALUATION OF GLASS FIBER/EPOXY INTERFACIAL STRENGTH BY THE CRUCIFORM SPECIMEN METHOD EVALUATION OF GLASS FIBER/EPOX INTERFACIAL STRENGTH B THE CRUCIFORM SPECIMEN METHOD Ju KOANAGI, Hajime KATO, Akihiro KASHIMA, uichi IGARASHI, Keichi WATANABE 3, Ichiro UENO 4 ad Shiji OGIHARA 4 Istitute

More information

MONITORING THE STABILITY OF SLOPES BY GPS

MONITORING THE STABILITY OF SLOPES BY GPS MONITORING THE STABILITY OF SLOPES BY GPS Prof. S. Sakurai Costructio Egieerig Research Istitute Foudatio, Japa Prof. N. Shimizu Dept. of Civil Egieerig, Yamaguchi Uiversity, Japa ABSTRACT The stability

More information

Using An Accelerating Method With The Trapezoidal And Mid-Point Rules To Evaluate The Double Integrals With Continuous Integrands Numerically

Using An Accelerating Method With The Trapezoidal And Mid-Point Rules To Evaluate The Double Integrals With Continuous Integrands Numerically ISSN -50 (Paper) ISSN 5-05 (Olie) Vol.7, No., 017 Usig A Acceleratig Method With The Trapezoidal Ad Mid-Poit Rules To Evaluate The Double Itegrals With Cotiuous Itegrads Numerically Azal Taha Abdul Wahab

More information

Formation of A Supergain Array and Its Application in Radar

Formation of A Supergain Array and Its Application in Radar Formatio of A Supergai Array ad ts Applicatio i Radar Tra Cao Quye, Do Trug Kie ad Bach Gia Duog. Research Ceter for Electroic ad Telecommuicatios, College of Techology (Coltech, Vietam atioal Uiversity,

More information

On the Blasius correlation for friction factors

On the Blasius correlation for friction factors O the Blasius correlatio for frictio factors Trih, Khah Tuoc Istitute of Food Nutritio ad Huma Health Massey Uiversity, New Zealad K.T.Trih@massey.ac.z Abstract The Blasius empirical correlatio for turbulet

More information

The Random Walk For Dummies

The Random Walk For Dummies The Radom Walk For Dummies Richard A Mote Abstract We look at the priciples goverig the oe-dimesioal discrete radom walk First we review five basic cocepts of probability theory The we cosider the Beroulli

More information

Free Surface Hydrodynamics

Free Surface Hydrodynamics Water Sciece ad Egieerig Free Surface Hydrodyamics y A part of Module : Hydraulics ad Hydrology Water Sciece ad Egieerig Dr. Shreedhar Maskey Seior Lecturer UNESCO-IHE Istitute for Water Educatio S. Maskey

More information

Fundamental Concepts: Surfaces and Curves

Fundamental Concepts: Surfaces and Curves UNDAMENTAL CONCEPTS: SURACES AND CURVES CHAPTER udametal Cocepts: Surfaces ad Curves. INTRODUCTION This chapter describes two geometrical objects, vi., surfaces ad curves because the pla a ver importat

More information

BIBECHANA A Multidisciplinary Journal of Science, Technology and Mathematics

BIBECHANA A Multidisciplinary Journal of Science, Technology and Mathematics Mohd Yusuf Yasi / BIBECHANA 8 (2012) 31-36 : BMHSS, p. 31 BIBECHANA A Multidiscipliary Joural of Sciece, Techology ad Mathematics ISSN 2091-0762 (olie) Joural homepage: http://epjol.ifo/ide.php/bibechana

More information

APPENDIX A EARLY MODELS OF OXIDE CMP

APPENDIX A EARLY MODELS OF OXIDE CMP APPENDIX A EALY MODELS OF OXIDE CMP Over the past decade ad a half several process models have bee proposed to elucidate the mechaism ad material removal rate i CMP. Each model addresses a specific aspect

More information

- Pyramidal number of rank n with size m. - Polygonal number of rank n with size m.

- Pyramidal number of rank n with size m. - Polygonal number of rank n with size m. Scholars Joural of Egieerig ad Techology SJET Sch. J. Eg. Tech., 0; :9-3 Scholars cademic ad Scietific Publisher Iteratioal Publisher for cademic ad Scietific Resources www.saspublisher.com ISSN 3-35X

More information

Damped Vibration of a Non-prismatic Beam with a Rotational Spring

Damped Vibration of a Non-prismatic Beam with a Rotational Spring Vibratios i Physical Systems Vol.6 (0) Damped Vibratio of a No-prismatic Beam with a Rotatioal Sprig Wojciech SOCHACK stitute of Mechaics ad Fudametals of Machiery Desig Uiversity of Techology, Czestochowa,

More information

The axial dispersion model for tubular reactors at steady state can be described by the following equations: dc dz R n cn = 0 (1) (2) 1 d 2 c.

The axial dispersion model for tubular reactors at steady state can be described by the following equations: dc dz R n cn = 0 (1) (2) 1 d 2 c. 5.4 Applicatio of Perturbatio Methods to the Dispersio Model for Tubular Reactors The axial dispersio model for tubular reactors at steady state ca be described by the followig equatios: d c Pe dz z =

More information

SYSTEMATIC SAMPLING FOR NON-LINEAR TREND IN MILK YIELD DATA

SYSTEMATIC SAMPLING FOR NON-LINEAR TREND IN MILK YIELD DATA Joural of Reliability ad Statistical Studies; ISS (Prit): 0974-804, (Olie):9-5666 Vol. 7, Issue (04): 57-68 SYSTEMATIC SAMPLIG FOR O-LIEAR TRED I MILK YIELD DATA Tauj Kumar Padey ad Viod Kumar Departmet

More information

THE APPEARANCE OF FIBONACCI AND LUCAS NUMBERS IN THE SIMULATION OF ELECTRICAL POWER LINES SUPPLIED BY TWO SIDES

THE APPEARANCE OF FIBONACCI AND LUCAS NUMBERS IN THE SIMULATION OF ELECTRICAL POWER LINES SUPPLIED BY TWO SIDES THE APPEARANCE OF FIBONACCI AND LUCAS NUMBERS IN THE SIMULATION OF ELECTRICAL POWER LINES SUPPLIED BY TWO SIDES Giuseppe Ferri Dipartimeto di Ihgegeria Elettrica-FacoM di Igegeria, Uiversita di L'Aquila

More information

Study of Peristaltic Flow of Blood in Artery

Study of Peristaltic Flow of Blood in Artery Iteratioal Joural of Scieces: Basic ad Applied Research (IJSBAR) ISSN 7-45 http://gssrr.org/idex.php?joural=jouralofbasicadapplied Study of Peristaltic Flow of Blood i Artery Dr. Smita Dey a*, Aamol Kumar

More information

TRACES OF HADAMARD AND KRONECKER PRODUCTS OF MATRICES. 1. Introduction

TRACES OF HADAMARD AND KRONECKER PRODUCTS OF MATRICES. 1. Introduction Math Appl 6 2017, 143 150 DOI: 1013164/ma201709 TRACES OF HADAMARD AND KRONECKER PRODUCTS OF MATRICES PANKAJ KUMAR DAS ad LALIT K VASHISHT Abstract We preset some iequality/equality for traces of Hadamard

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

The standard deviation of the mean

The standard deviation of the mean Physics 6C Fall 20 The stadard deviatio of the mea These otes provide some clarificatio o the distictio betwee the stadard deviatio ad the stadard deviatio of the mea.. The sample mea ad variace Cosider

More information

Infinite Sequences and Series

Infinite Sequences and Series Chapter 6 Ifiite Sequeces ad Series 6.1 Ifiite Sequeces 6.1.1 Elemetary Cocepts Simply speakig, a sequece is a ordered list of umbers writte: {a 1, a 2, a 3,...a, a +1,...} where the elemets a i represet

More information

FACULTY OF MATHEMATICAL STUDIES MATHEMATICS FOR PART I ENGINEERING. Lectures

FACULTY OF MATHEMATICAL STUDIES MATHEMATICS FOR PART I ENGINEERING. Lectures FACULTY OF MATHEMATICAL STUDIES MATHEMATICS FOR PART I ENGINEERING Lectures MODULE 5 STATISTICS II. Mea ad stadard error of sample data. Biomial distributio. Normal distributio 4. Samplig 5. Cofidece itervals

More information

Estimation of Backward Perturbation Bounds For Linear Least Squares Problem

Estimation of Backward Perturbation Bounds For Linear Least Squares Problem dvaced Sciece ad Techology Letters Vol.53 (ITS 4), pp.47-476 http://dx.doi.org/.457/astl.4.53.96 Estimatio of Bacward Perturbatio Bouds For Liear Least Squares Problem Xixiu Li School of Natural Scieces,

More information

FUZZY ALTERNATING DIRECTION IMPLICIT METHOD FOR SOLVING PARABOLIC PARTIAL DIFFERENTIAL EQUATIONS IN THREE DIMENSIONS

FUZZY ALTERNATING DIRECTION IMPLICIT METHOD FOR SOLVING PARABOLIC PARTIAL DIFFERENTIAL EQUATIONS IN THREE DIMENSIONS FUZZY ALTERNATING DIRECTION IMPLICIT METHOD FOR SOLVING PARABOLIC PARTIAL DIFFERENTIAL EQUATIONS IN THREE DIMENSIONS N.Mugutha *1, B.Jessaili Jeba #2 *1 Assistat Professor, Departmet of Mathematics, M.V.Muthiah

More information

A statistical method to determine sample size to estimate characteristic value of soil parameters

A statistical method to determine sample size to estimate characteristic value of soil parameters A statistical method to determie sample size to estimate characteristic value of soil parameters Y. Hojo, B. Setiawa 2 ad M. Suzuki 3 Abstract Sample size is a importat factor to be cosidered i determiig

More information

SEQUENCES AND SERIES

SEQUENCES AND SERIES Sequeces ad 6 Sequeces Ad SEQUENCES AND SERIES Successio of umbers of which oe umber is desigated as the first, other as the secod, aother as the third ad so o gives rise to what is called a sequece. Sequeces

More information

Lecture III-2: Light propagation in nonmagnetic

Lecture III-2: Light propagation in nonmagnetic A. La Rosa Lecture Notes ALIED OTIC Lecture III2: Light propagatio i omagetic materials 2.1 urface ( ), volume ( ), ad curret ( j ) desities produced by arizatio charges The objective i this sectio is

More information

Mathematical Modeling of Optimum 3 Step Stress Accelerated Life Testing for Generalized Pareto Distribution

Mathematical Modeling of Optimum 3 Step Stress Accelerated Life Testing for Generalized Pareto Distribution America Joural of Theoretical ad Applied Statistics 05; 4(: 6-69 Published olie May 8, 05 (http://www.sciecepublishiggroup.com/j/ajtas doi: 0.648/j.ajtas.05040. ISSN: 6-8999 (Prit; ISSN: 6-9006 (Olie Mathematical

More information

The Generalized Newtonian Fluid - Isothermal Flows Constitutive Equations! Viscosity Models! Solution of Flow Problems!

The Generalized Newtonian Fluid - Isothermal Flows Constitutive Equations! Viscosity Models! Solution of Flow Problems! The Geeralized Newtoia Fluid - Isothermal Flows Costitutive Equatios! Viscosity Models! Solutio of Flow Problems! 0.53/2.34! Sprig 204! MIT! Cambridge, MA 0239! Geeralized Newtoia Fluid Simple Shear Flow

More information

11 Correlation and Regression

11 Correlation and Regression 11 Correlatio Regressio 11.1 Multivariate Data Ofte we look at data where several variables are recorded for the same idividuals or samplig uits. For example, at a coastal weather statio, we might record

More information

AN OPEN-PLUS-CLOSED-LOOP APPROACH TO SYNCHRONIZATION OF CHAOTIC AND HYPERCHAOTIC MAPS

AN OPEN-PLUS-CLOSED-LOOP APPROACH TO SYNCHRONIZATION OF CHAOTIC AND HYPERCHAOTIC MAPS http://www.paper.edu.c Iteratioal Joural of Bifurcatio ad Chaos, Vol. 1, No. 5 () 119 15 c World Scietific Publishig Compay AN OPEN-PLUS-CLOSED-LOOP APPROACH TO SYNCHRONIZATION OF CHAOTIC AND HYPERCHAOTIC

More information

The target reliability and design working life

The target reliability and design working life Safety ad Security Egieerig IV 161 The target reliability ad desig workig life M. Holický Kloker Istitute, CTU i Prague, Czech Republic Abstract Desig workig life ad target reliability levels recommeded

More information

Math 155 (Lecture 3)

Math 155 (Lecture 3) Math 55 (Lecture 3) September 8, I this lecture, we ll cosider the aswer to oe of the most basic coutig problems i combiatorics Questio How may ways are there to choose a -elemet subset of the set {,,,

More information

Numerical Solution of the First-Order Hyperbolic Partial Differential Equation with Point-Wise Advance

Numerical Solution of the First-Order Hyperbolic Partial Differential Equation with Point-Wise Advance Iteratioal oural of Sciece ad Research (ISR) ISSN (Olie): 39-74 Ide Copericus Value (3): 4 Impact Factor (3): 4438 Numerical Solutio of the First-Order Hyperbolic Partial Differetial Equatio with Poit-Wise

More information

DISTRIBUTION LAW Okunev I.V.

DISTRIBUTION LAW Okunev I.V. 1 DISTRIBUTION LAW Okuev I.V. Distributio law belogs to a umber of the most complicated theoretical laws of mathematics. But it is also a very importat practical law. Nothig ca help uderstad complicated

More information

Temperature Distribution in a Cylindrical Core and Coil Assembly with Heat Generation

Temperature Distribution in a Cylindrical Core and Coil Assembly with Heat Generation Temperature Distributio i a Cylidrical Core ad Coil Assembly with Heat Geeratio P. S. Yeh, Ph.D. Abstract A residetial distributio trasformer cosists of a cylidrical steel tak ad a core-ad-coil assembly

More information

Stopping oscillations of a simple harmonic oscillator using an impulse force

Stopping oscillations of a simple harmonic oscillator using an impulse force It. J. Adv. Appl. Math. ad Mech. 5() (207) 6 (ISSN: 2347-2529) IJAAMM Joural homepage: www.ijaamm.com Iteratioal Joural of Advaces i Applied Mathematics ad Mechaics Stoppig oscillatios of a simple harmoic

More information

EXPERIMENT OF SIMPLE VIBRATION

EXPERIMENT OF SIMPLE VIBRATION EXPERIMENT OF SIMPLE VIBRATION. PURPOSE The purpose of the experimet is to show free vibratio ad damped vibratio o a system havig oe degree of freedom ad to ivestigate the relatioship betwee the basic

More information

The z-transform. 7.1 Introduction. 7.2 The z-transform Derivation of the z-transform: x[n] = z n LTI system, h[n] z = re j

The z-transform. 7.1 Introduction. 7.2 The z-transform Derivation of the z-transform: x[n] = z n LTI system, h[n] z = re j The -Trasform 7. Itroductio Geeralie the complex siusoidal represetatio offered by DTFT to a represetatio of complex expoetial sigals. Obtai more geeral characteristics for discrete-time LTI systems. 7.

More information

Numerical Methods in Fourier Series Applications

Numerical Methods in Fourier Series Applications Numerical Methods i Fourier Series Applicatios Recall that the basic relatios i usig the Trigoometric Fourier Series represetatio were give by f ( x) a o ( a x cos b x si ) () where the Fourier coefficiets

More information

FIR Filter Design: Part II

FIR Filter Design: Part II EEL335: Discrete-Time Sigals ad Systems. Itroductio I this set of otes, we cosider how we might go about desigig FIR filters with arbitrary frequecy resposes, through compositio of multiple sigle-peak

More information

Fuzzy Shortest Path with α- Cuts

Fuzzy Shortest Path with α- Cuts Iteratioal Joural of Mathematics Treds ad Techology (IJMTT) Volume 58 Issue 3 Jue 2018 Fuzzy Shortest Path with α- Cuts P. Sadhya Assistat Professor, Deptt. Of Mathematics, AIMAN College of Arts ad Sciece

More information

GLOBAL JOURNAL OF ENGINEERING SCIENCE AND RESEARCHES

GLOBAL JOURNAL OF ENGINEERING SCIENCE AND RESEARCHES GLOBAL JOURNAL OF ENGINEERING SCIENCE AND RESEARCHES A STUDY ON THE HYPERBOLA x 9 0 S. Vidhyalakshmi, M.A. Gopala & T. Mahalakshmi*, Professor, Departmet of Mathematics, Shrimati Idira Gadhi College, Trichy-60

More information

DECOMPOSITION METHOD FOR SOLVING A SYSTEM OF THIRD-ORDER BOUNDARY VALUE PROBLEMS. Park Road, Islamabad, Pakistan

DECOMPOSITION METHOD FOR SOLVING A SYSTEM OF THIRD-ORDER BOUNDARY VALUE PROBLEMS. Park Road, Islamabad, Pakistan Mathematical ad Computatioal Applicatios, Vol. 9, No. 3, pp. 30-40, 04 DECOMPOSITION METHOD FOR SOLVING A SYSTEM OF THIRD-ORDER BOUNDARY VALUE PROBLEMS Muhammad Aslam Noor, Khalida Iayat Noor ad Asif Waheed

More information

μ are complex parameters. Other

μ are complex parameters. Other A New Numerical Itegrator for the Solutio of Iitial Value Problems i Ordiary Differetial Equatios. J. Suday * ad M.R. Odekule Departmet of Mathematical Scieces, Adamawa State Uiversity, Mubi, Nigeria.

More information

Analytic Theory of Probabilities

Analytic Theory of Probabilities Aalytic Theory of Probabilities PS Laplace Book II Chapter II, 4 pp 94 03 4 A lottery beig composed of umbered tickets of which r exit at each drawig, oe requires the probability that after i drawigs all

More information

Response Variable denoted by y it is the variable that is to be predicted measure of the outcome of an experiment also called the dependent variable

Response Variable denoted by y it is the variable that is to be predicted measure of the outcome of an experiment also called the dependent variable Statistics Chapter 4 Correlatio ad Regressio If we have two (or more) variables we are usually iterested i the relatioship betwee the variables. Associatio betwee Variables Two variables are associated

More information

Rotationally invariant integrals of arbitrary dimensions

Rotationally invariant integrals of arbitrary dimensions September 1, 14 Rotatioally ivariat itegrals of arbitrary dimesios James D. Wells Physics Departmet, Uiversity of Michiga, A Arbor Abstract: I this ote itegrals over spherical volumes with rotatioally

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

Discrete Orthogonal Moment Features Using Chebyshev Polynomials

Discrete Orthogonal Moment Features Using Chebyshev Polynomials Discrete Orthogoal Momet Features Usig Chebyshev Polyomials R. Mukuda, 1 S.H.Og ad P.A. Lee 3 1 Faculty of Iformatio Sciece ad Techology, Multimedia Uiversity 75450 Malacca, Malaysia. Istitute of Mathematical

More information

Benaissa Bernoussi Université Abdelmalek Essaadi, ENSAT de Tanger, B.P. 416, Tanger, Morocco

Benaissa Bernoussi Université Abdelmalek Essaadi, ENSAT de Tanger, B.P. 416, Tanger, Morocco EXTENDING THE BERNOULLI-EULER METHOD FOR FINDING ZEROS OF HOLOMORPHIC FUNCTIONS Beaissa Beroussi Uiversité Abdelmalek Essaadi, ENSAT de Tager, B.P. 416, Tager, Morocco e-mail: Beaissa@fstt.ac.ma Mustapha

More information

A NEW CLASS OF 2-STEP RATIONAL MULTISTEP METHODS

A NEW CLASS OF 2-STEP RATIONAL MULTISTEP METHODS Jural Karya Asli Loreka Ahli Matematik Vol. No. (010) page 6-9. Jural Karya Asli Loreka Ahli Matematik A NEW CLASS OF -STEP RATIONAL MULTISTEP METHODS 1 Nazeeruddi Yaacob Teh Yua Yig Norma Alias 1 Departmet

More information

A proposed discrete distribution for the statistical modeling of

A proposed discrete distribution for the statistical modeling of It. Statistical Ist.: Proc. 58th World Statistical Cogress, 0, Dubli (Sessio CPS047) p.5059 A proposed discrete distributio for the statistical modelig of Likert data Kidd, Marti Cetre for Statistical

More information

a b c d e f g h Supplementary Information

a b c d e f g h Supplementary Information Supplemetary Iformatio a b c d e f g h Supplemetary Figure S STM images show that Dark patters are frequetly preset ad ted to accumulate. (a) mv, pa, m ; (b) mv, pa, m ; (c) mv, pa, m ; (d) mv, pa, m ;

More information

A numerical Technique Finite Volume Method for Solving Diffusion 2D Problem

A numerical Technique Finite Volume Method for Solving Diffusion 2D Problem The Iteratioal Joural Of Egieerig d Sciece (IJES) Volume 4 Issue 10 Pages PP -35-41 2015 ISSN (e): 2319 1813 ISSN (p): 2319 1805 umerical Techique Fiite Volume Method for Solvig Diffusio 2D Problem 1 Mohammed

More information

l -State Solutions of a New Four-Parameter 1/r^2 Singular Radial Non-Conventional Potential via Asymptotic Iteration Method

l -State Solutions of a New Four-Parameter 1/r^2 Singular Radial Non-Conventional Potential via Asymptotic Iteration Method America Joural of Computatioal ad Applied Mathematics 8, 8(): 7-3 DOI:.593/j.ajcam.88. l -State Solutios of a New Four-Parameter /r^ Sigular Radial No-Covetioal Potetial via Asymptotic Iteratio Method

More information

Thermodynamical analysis for a variable generalized Chaplygin gas

Thermodynamical analysis for a variable generalized Chaplygin gas Available olie at www.worldscietificews.com WS 66 (7) 49-6 EISS 9-9 hermodyamical aalysis for a variable geeralized haplygi gas Mauel Malaver Departmet of asic Scieces, Maritime iversity of the aribbea,

More information

Confidence Interval for Standard Deviation of Normal Distribution with Known Coefficients of Variation

Confidence Interval for Standard Deviation of Normal Distribution with Known Coefficients of Variation Cofidece Iterval for tadard Deviatio of Normal Distributio with Kow Coefficiets of Variatio uparat Niwitpog Departmet of Applied tatistics, Faculty of Applied ciece Kig Mogkut s Uiversity of Techology

More information

Lecture 2: Monte Carlo Simulation

Lecture 2: Monte Carlo Simulation STAT/Q SCI 43: Itroductio to Resamplig ethods Sprig 27 Istructor: Ye-Chi Che Lecture 2: ote Carlo Simulatio 2 ote Carlo Itegratio Assume we wat to evaluate the followig itegratio: e x3 dx What ca we do?

More information

CEE 522 Autumn Uncertainty Concepts for Geotechnical Engineering

CEE 522 Autumn Uncertainty Concepts for Geotechnical Engineering CEE 5 Autum 005 Ucertaity Cocepts for Geotechical Egieerig Basic Termiology Set A set is a collectio of (mutually exclusive) objects or evets. The sample space is the (collectively exhaustive) collectio

More information

Modification of Arrhenius Model for Numerical Modelling of Turbulent Flames

Modification of Arrhenius Model for Numerical Modelling of Turbulent Flames J. Basic. Appl. Sci. Res., (5)480-486, 01 01, TextRoad Publicatio ISSN 090-4304 Joural of Basic ad Applied Scietific Research www.textroad.com Modificatio of Arrheius Model for Numerical Modellig of Turbulet

More information

Unsteady Couette Flow through a Porous Medium in a Rotating System

Unsteady Couette Flow through a Porous Medium in a Rotating System Ope Joural of Fluid Dyamics, 0,, 49-58 http://d.doi.org/0.436/ojfd.0.406 Published Olie December 0 (http://www.scirp.org/joural/ojfd) Usteady Couette Flow through a Porous Medium i a Rotatig System Maitree

More information

Dominant of Functions Satisfying a Differential Subordination and Applications

Dominant of Functions Satisfying a Differential Subordination and Applications Domiat of Fuctios Satisfyig a Differetial Subordiatio ad Applicatios R Chadrashekar a, Rosiha M Ali b ad K G Subramaia c a Departmet of Techology Maagemet, Faculty of Techology Maagemet ad Busiess, Uiversiti

More information

Diploma Programme. Mathematics HL guide. First examinations 2014

Diploma Programme. Mathematics HL guide. First examinations 2014 Diploma Programme First eamiatios 014 33 Topic 6 Core: Calculus The aim of this topic is to itroduce studets to the basic cocepts ad techiques of differetial ad itegral calculus ad their applicatio. 6.1

More information