On Acoustic Radiation by Rotating Dipole Sources in Frequency Domain

Size: px
Start display at page:

Download "On Acoustic Radiation by Rotating Dipole Sources in Frequency Domain"

Transcription

1 Moder Applied Sciece Vol. 5, No. 5; Ocober 211 O Acousic Radiaio by Roaig Dipole Sources i Frequecy Doai Zhihog Liu Ceer of Eergy ad Eviroe, QigDao Techological Uiversiy 11 FuShu Road, QigDao 26633, Chia Tel: E-ail: lzhqigdao@163.co Chuijie Yi Ceer of Eergy ad Eviroe, QigDao Techological Uiversiy E-ail: Chuijieyi@vip.163.co Received: May 18, 211 Acceped: July 23, 211 doi:1.5539/as.v55p8 Absrac I order o deal wih he acousic radiaio fro roaig sources, his paper describes a frequecy-doai uerical ehod for predicig soud radiaio. The ehod is based o he aalyical Gree s fucio of roaig oopole ad dipole source i free space. Soud radiaio odel is esablished ad characerisics of soud field are discussed by uerical siulaio ad he relaioship bewee radiaed soud frequecies ad acousic aure frequecy of source, agular frequecy ad is haroics ca be revealed.the radiaed soud field has a srog direciviy, fudaeal frequecy rasiig i he roary shaf direcio ad haroics spreadig alog radial direcio ad frequecy shif pheoea appearig clearly i higher roaig speed of source. The ehod has a heoreical sigificace for explorig he low-oise roaig achiery. Keywords: Acousic radiaio, Roaig dipole sources, Aalyical gree s fucio 1. Iroducio Due o he relaive oio bewee ediu ad soud source, he soud radiaio of ovig source has becoe he difficuly i acousic doai. More aeio o he coplexiy of soud geeraio of ovig soud sources has bee paid by soe auhors. P.M.Morse ad K.U.Zgard have bee discussed soud pressure of liear oio poi source usig he coordiae rasfor. This research is oly available for siple ovig sources ad for he coplex oio source he coordiae rasfor is difficul or ipossible. M.V.Lowso derived firsly acousic equaios fro roaig poi force.the equaios is applied o predic he soud radiaio of roor ad he predicio pressure is exac, bu he equaio is oly used o roor i free field ad i fac he roor is ofe i case or i box, he effec fro he boudaries is eglec. This will give ore iaccurae for he predicio pressure. I order o overcoe he disadvaage, K.D.Had D.J.Leeh as give soud field equaios of roaig poi force wih cylidrical boudary usig direc boudary elee ehod, Helholz equaio ad is oral derivaive ad W.H.Jeo ad D.J.Lee exeded his research, discussed cerifugal fa feaures of he soud source ad forecasig ehod ad Ha-Li Choid ad D. J. Lee bega o sudy roaig acousic source radiaio i ope hi wall pipe. These ehods have esablished he foudaio for soud radiaio of ovig source, bu here are soe probles eeded o overcoe furher. The assupio of poi source ad plae wave siplify he fac bu he ore iaccurae for he predicio will brig. Moreover, he soud pressure equaios are ofe give i ie doai. The ie odel is difficul o calculae ad obai he uerical soluio. I order o deal wih he probles above, i he prese paper he aalyical expressios of he pressure of roaig dipole i frequecy doai based o uerical Gree s fucio is derived i secio2. Characerisics of Soud field are give by uerical siulaio i secio3. The resuls are preseed i secio4.the aalyical ehod provided ipora heoreical value for he research of soud radiaio ad oise corol of ovig source. 2. Aalyical forulae of roaig dipole sources I his secio, he aalyical Gree s fucio ad soud pressure odel of roaig dipole sources is derived i he frequecy doai. Roaig dipole source s aalyical Gree's fucio ad soud field expressios i frequecy doai based o he roaig poi source Gree's fucio is derived. Two dipole for, he horizoal 8 ISSN E-ISSN

2 Moder Applied Sciece Vol. 5, No. 5; Ocober 211 (alog he orieaio) ad verical direcios (alog he z axis), are discussed. Two poi sources of opposie phase, as show i Figure.1 ad Figure. 2. We ca ge ulipole field by he parial derivaives of free-field roaig poi source s Gree s fucio ha are ake wih respec o he source coordiaes. By akig he Gree forula as a coo sarig poi. 2.1 Free-field aalyical Gree s fucio The Gree s fucio G(x, y,τ) is defied as he respose of he flow o a ipulsive poi source represeed by dela fucios of space ad ie: 2 1 G 2 2 c Where x y x y x y x y Where x, G x y , whe,he G. 1 x y 1 r s Gx, y,, 4 x y c 4rs c (2) are for he observer s posiio x a ie, y, are for he source s locaio ad ie r x y, c are for acousic velociy. Ĝ is he Fourier rasfored Gree s fucio defied by ˆ 1 G Gx, / y, i e d 2 Takig he Fourier rasfor o boh sides of he forula (2) ca ge Gree's fucio i frequecy-doai ˆ 1 i i r Gx, y,, e e s 2 8 rs Where is aure frequecy of source, / c is wave uber. Expadig forula (3) by Legedre ad Spherical haroic fucios i he spherical coordiaes: ikrs e i i b Y Y 4rs 4 b P By he Euler's forula ad addiio heore Where b (, ) (, ) 2 1 (cos ) (4) i( ) ( ) (cos ) i i i i i P a e e a e e e e j( r ) h r r r j( r) h r r r, 1/2, 1 1! a P P! cos cos is he agle bewee he vecor r ad r. Takig forula (4) io (3), Gree s fucio of roaig poi source i free space is give by ˆ i i i i i Gx, y,, 2 21bae e e e 8 Verical Gree's fucio of roaig dipole source is defied he derivaives of Ĝ ha is ake wih respec o he source coordiaes of he direcio of Z( ),which is show as below: Gˆ Gˆ / z ( Gˆ / r)cos (6) z 2 (2 1) i i i i 2 8 (7) Gˆ r/ r ( i ) cos Z b a e e e e j( r) h r r r Where b. j ( r) hr r r s (1) (3) (5) Published by Caadia Ceer of Sciece ad Educaio 81

3 Moder Applied Sciece Vol. 5, No. 5; Ocober 211 Horizoal Gree's fucio of dipole source is he derivaives of Ĝ alog he orieaio 1 ˆ ˆ G G r ˆ (2 1) G r/ r ( i / r)[ ] b 2 8 (8)! i i i i PP P P ie e e e 1! 2.2 Soud pressure odel ad Direciviy Soud pressure of roaig dipole source O he basis of he assupio, he acousic field is for a give ie-haroic source disribuio i Qs Qe. Soud pressure is give by 1 R pr, Qs Gd Qs d 4 R c (9) Takig he Fourier rasfor o boh sides of he forula (9) ca ge soud pressure i frequecy-doai 1 1 i i p r, Q ˆ s Ge dd Q e Gd 2 2 (1) Where Q, he Q is poi source sregh, Assupio he A is he Fourier rasfor of 1 i A Qe d 2 (11) For a give ie-haroic source, forula (11) is rewrie as Where is he source aural frequecy. A Q (12) The soud pressure of roaig dipole sources are preseed 2 (2 1)! i pz Ds( i ) cos 2 B P P cos e 8! i e i (21) B! p Ds 2 P Pcosi P P cos 8 r 1! i i e e We defied he dipole sregh D s Qd s, ad assue ha d is vaishigly sall Direciviy of roaig dipole source i r The far-field direciviy paer defied by reovig he e r defied by i r (13) (14) facor so ha he direciviy paer D, is li p r,, x ( e r) D, (15) far-field direciviy of roaig dipole source i r,, D, re G z z i r D re G (16) 82 ISSN E-ISSN

4 Moder Applied Sciece Vol. 5, No. 5; Ocober Nuerical Aalysis of Soud field Acousic field characerisics are give i he codiio of ie-haroic source. Siulaio paraeers: Aziuh of observaio poi /4,source aure frequecies are respecively23hz ad 68Hz,roaig agular frequecies are 112 rad/s ad 56 rad/s, acousic field frequecy is show k, k is haroic orders for arbirary ieger ha ses k 5,,5.For sybol cocisio i figures usig subsiue for ady subsiue for ha are evaluaed wih, /18, / 6, / 3, / 2 respecively. For far-field r 2ad r.3.siulaio resuls are deosraed i Figure. 3 ad Figure.4. 1I Figure.3, wih he icreasig of aure frequecies, he far-field soud pressure apliude of verical dipole icreases, he scope of haroic disribuio expad ad fudaeal frequecy copoe reduce as he observaio agle augeaio. Haroic disribuio is he os abuda i he observaio agle of /2.2There is oly fudaeal frequecy i he roaig axis direcio.3wih he icreasig of agular frequecies, he disribuio of haroics ad soud pressure apliude icrease. 4I Figure.4 soud pressure apliude is ipaced grealy by he aure frequecies. he scope of haroic disribuio expads wih he icreasig of view agle.5 Fudaeal frequecy is evidece i he sall observaio agle as ad /18.here is o haroic orders i he observaio agle of /2.6The aure ad agular frequecies chagig have grea effec o he haroic disribuio. Roaig dipole sources have a iesive space direciviy ha are show i Figure.5 ad Figure.6.Wih he icreasig of haroic orders, he direciviy of verical dipole becoes iesive. Especially, soud power focuses o he rage fro /6o /3 i Figure.5. I Figure.6 wih he icreasig of haroic orders, he direciviy of horizoal dipole becoes iesive. Especially, soud power focuses o he rage fro /3o /2.The disribuio fro horizoal ad verical roaig dipole source a differe observaio agle is show by Figure7.The oal soud pressure is aily fro horizoal roaig dipole source. 4. Coclusios A frequecy-doai aalyical ehod has bee developed for prediciog soud field of roaig diople source.the ehod is based o aalyical Gree s fucio i freqecy-doai.soud pressure odel ad he characerisics of soud field of ovig source are discussed. By uerical siulaios we ca ge ha he soud field frequecy ivolves aure frequecy,agular frequecy ad is haroics,he disribuio fro horizoal ad verical roaig dipole source, ad The iesive direciviy.the ehod ad resuls have ipora heoreical sigificace o he ovig source soud field characerisic aalysis ad explorig he low-oise desig of roary achie. Refereces Ha-Li Choi,D. J. Lee. (26). Develope of he uerical ehod for calculaig soud radiaio fro a roaig dipole source i a opeed hi duc. Joural of Soud ad Vibraio,295: doi:1.116/j.jsv , hp://dx.doi.org/1.116/j.jsv K.D. Ih, D.J. Lee. (1997). Develope of he direc boudary elee ehod for hi bodies wih geeral boudary codiios. Joural of Soud ad Vibraio, 22: LiuQiuhog,QiDaog. (24). A uberical ehod ad a aeroacosical odel of he cerifugal fa. Joural of XiA Jiao Tog Uiversiy,138(3): Lowso M V. (1965). The soud field for sigulariies i oio. Proceedig of he Royal Sociey i Lodo, Series A,286: P. M.Morse,K. U. Igard. (1968). Theoreical Acousics, McGraw-Hil. New York. W. H. Jeo, D. J. Lee. (2). A aalysis of geeraio ad radiaio of soud for a cerifugal fa. i: Seveh ICSV,121(3): W.H. Jeo, D.J. Lee. (2). A aalysis of he flow ad aerodyaic acousic sources of a cerifugal ipeller. Joural of Soud ad Vibraio, 222: doi:1.16/jsvi , hp://dx.doi.org/1.16/jsvi W.H. Jeo, D.J. Lee. (23). A uerical sudy o he flow ad soud fields of cerifugal ipeller locaed ear a wedge. Joural of Soud ad Vibraio, 266: WuJiuhui,CheHualig. (2). Acousic Soluio of Roaig Poi Source i Frequecy Doai. Joural of XiA Jiao Tog Uiversiy, 34(1): Published by Caadia Ceer of Sciece ad Educaio 83

5 Moder Applied Sciece Vol. 5, No. 5; Ocober 211 Zhihogliu, Chuijieyi,e al. (29). Research for Characerisics of Roaig Dipole Acousic Source i Spaial Acousic Field. Moder Applied Sciece,3(6): Figure 1. Horizoal roaig dipole source Figure 2. Verical roaig dipole source (a) =68Hz, =56rad/s (b) =68Hz, =112rad/s (c) =23Hz, =56rad/s (d) =23Hz, =112rad/s ) Figure 3. Soud pressure apliude disribuio of verical dipole wih observaio agle a differe aure ad agular frequecies 84 ISSN E-ISSN

6 Moder Applied Sciece Vol l. 5, No. 5; Ocober 211 (a =68Hz, =56rad/s ) (b) =68Hz, =112rad/s (c) =23Hz, =56rad/s (d) =23Hz, =112rad/s Figure 4. Soud pressure apliude disribuio of horizoal dipole wih observaio agle a differe aure ad agular frequecies (a)k=1 (b)k= =2 (c) k=3 (d)k= =5 Figure 5. The direciviy of verical dipole wih differe haroic orders a sae aure ad fudaeal frequecy Published by Caadia Ceer of Sciece ad Educaio 85

7 Moder Applied Sciece Vol. 5, No. 5; Ocober 211 (a)k=1 (b)k=2 (c)k=3 (d)k=5 Figure 6. The direciviy of horizoal dipole wih differe haroic orders a sae aure ad fudaeal frequecy (a) (b) /2 Figure 7. The disribuio fro horizoal ad verical dipole a differe observaio agle 86 ISSN E-ISSN

Energy Density / Energy Flux / Total Energy in 1D. Key Mathematics: density, flux, and the continuity equation.

Energy Density / Energy Flux / Total Energy in 1D. Key Mathematics: density, flux, and the continuity equation. ecure Phys 375 Eergy Desiy / Eergy Flu / oal Eergy i D Overview ad Moivaio: Fro your sudy of waves i iroducory physics you should be aware ha waves ca raspor eergy fro oe place o aoher cosider he geeraio

More information

In this section we will study periodic signals in terms of their frequency f t is said to be periodic if (4.1)

In this section we will study periodic signals in terms of their frequency f t is said to be periodic if (4.1) Fourier Series Iroducio I his secio we will sudy periodic sigals i ers o heir requecy is said o be periodic i coe Reid ha a sigal ( ) ( ) ( ) () or every, where is a uber Fro his deiiio i ollows ha ( )

More information

Optimization of Rotating Machines Vibrations Limits by the Spring - Mass System Analysis

Optimization of Rotating Machines Vibrations Limits by the Spring - Mass System Analysis Joural of aerials Sciece ad Egieerig B 5 (7-8 (5 - doi: 765/6-6/57-8 D DAVID PUBLISHING Opimizaio of Roaig achies Vibraios Limis by he Sprig - ass Sysem Aalysis BENDJAIA Belacem sila, Algéria Absrac: The

More information

Problems and Solutions for Section 3.2 (3.15 through 3.25)

Problems and Solutions for Section 3.2 (3.15 through 3.25) 3-7 Problems ad Soluios for Secio 3 35 hrough 35 35 Calculae he respose of a overdamped sigle-degree-of-freedom sysem o a arbirary o-periodic exciaio Soluio: From Equaio 3: x = # F! h "! d! For a overdamped

More information

Dynamic Model and Analysis of Nonlinear Vibration Characteristic of a Curve-Face Gear Drive Cai, Z. Lin, C. Zhiqin Cai Chao Lin*

Dynamic Model and Analysis of Nonlinear Vibration Characteristic of a Curve-Face Gear Drive Cai, Z. Lin, C. Zhiqin Cai Chao Lin* Srojiški vesik - Joural of Mechaical Egieerig 63(07)3, 6-70 Received for review: 06-07-06 07 Joural of Mechaical Egieerig. All righs reserved. Received revised for: 07-0-05 DOI:0.5545/sv-je.06.3859 Origial

More information

Introduction to Mechanical Vibrations

Introduction to Mechanical Vibrations CHAPTER 1 Iroducio o Mechaical Vibraios Vibraio is he oio of a paricle or a body or syse of coeced bodies displaced fro a posiio of equilibriu. Mos vibraios are udesirable i achies ad srucures because

More information

The analysis of the method on the one variable function s limit Ke Wu

The analysis of the method on the one variable function s limit Ke Wu Ieraioal Coferece o Advaces i Mechaical Egieerig ad Idusrial Iformaics (AMEII 5) The aalysis of he mehod o he oe variable fucio s i Ke Wu Deparme of Mahemaics ad Saisics Zaozhuag Uiversiy Zaozhuag 776

More information

PLASTIC BUCKLING OF SSSS THIN RECTANGULAR PLATES SUBJECTED TO UNIAXIAL COMPRESSION USING TAYLOR-MACLAURIN SHAPE FUNCTION

PLASTIC BUCKLING OF SSSS THIN RECTANGULAR PLATES SUBJECTED TO UNIAXIAL COMPRESSION USING TAYLOR-MACLAURIN SHAPE FUNCTION I. J. Sruc. & Civil Egg. es. 013 U G Eziefula e al., 013 esearch Paper ISSN 319 6009 www.ijscer.co Vol., No., Noveer 013 013 IJSCE. All ighs eserved PLASTIC BUCKLING OF SSSS THIN ECTANGULA PLATES SUBJECTED

More information

The Solution of the One Species Lotka-Volterra Equation Using Variational Iteration Method ABSTRACT INTRODUCTION

The Solution of the One Species Lotka-Volterra Equation Using Variational Iteration Method ABSTRACT INTRODUCTION Malaysia Joural of Mahemaical Scieces 2(2): 55-6 (28) The Soluio of he Oe Species Loka-Volerra Equaio Usig Variaioal Ieraio Mehod B. Baiha, M.S.M. Noorai, I. Hashim School of Mahemaical Scieces, Uiversii

More information

BE.430 Tutorial: Linear Operator Theory and Eigenfunction Expansion

BE.430 Tutorial: Linear Operator Theory and Eigenfunction Expansion BE.43 Tuorial: Liear Operaor Theory ad Eigefucio Expasio (adaped fro Douglas Lauffeburger) 9//4 Moivaig proble I class, we ecouered parial differeial equaios describig rasie syses wih cheical diffusio.

More information

E will be denoted by n

E will be denoted by n JASEM ISSN 9-8362 All rigs reserved Full-ex Available Olie a p:// wwwbiolieorgbr/ja J Appl Sci Eviro Mg 25 Vol 9 3) 3-36 Corollabiliy ad Null Corollabiliy of Liear Syses * DAVIES, I; 2 JACKREECE, P Depare

More information

Dynamic h-index: the Hirsch index in function of time

Dynamic h-index: the Hirsch index in function of time Dyamic h-idex: he Hirsch idex i fucio of ime by L. Egghe Uiversiei Hassel (UHassel), Campus Diepebeek, Agoralaa, B-3590 Diepebeek, Belgium ad Uiversiei Awerpe (UA), Campus Drie Eike, Uiversieisplei, B-260

More information

Research Article A Generalized Nonlinear Sum-Difference Inequality of Product Form

Research Article A Generalized Nonlinear Sum-Difference Inequality of Product Form Joural of Applied Mahemaics Volume 03, Aricle ID 47585, 7 pages hp://dx.doi.org/0.55/03/47585 Research Aricle A Geeralized Noliear Sum-Differece Iequaliy of Produc Form YogZhou Qi ad Wu-Sheg Wag School

More information

An Exact Solution for the Free Vibration Analysis of Timoshenko Beams

An Exact Solution for the Free Vibration Analysis of Timoshenko Beams www.seipub.org/rap Review of Applied Physics Volue 3, 4 A Exac Soluio for he Free Vibraio Aalysis of Tiosheko Beas Raaza A. Jafari-Talookolaei *, Marya Abedi School of Mechaical Egieerig, Babol Noshirvai

More information

ES 330 Electronics II Homework 03 (Fall 2017 Due Wednesday, September 20, 2017)

ES 330 Electronics II Homework 03 (Fall 2017 Due Wednesday, September 20, 2017) Pae1 Nae Soluios ES 330 Elecroics II Hoework 03 (Fall 017 ue Wedesday, Sepeber 0, 017 Proble 1 You are ive a NMOS aplifier wih drai load resisor R = 0 k. The volae (R appeari across resisor R = 1.5 vols

More information

Numerical Solution of Parabolic Volterra Integro-Differential Equations via Backward-Euler Scheme

Numerical Solution of Parabolic Volterra Integro-Differential Equations via Backward-Euler Scheme America Joural of Compuaioal ad Applied Maemaics, (6): 77-8 DOI:.59/.acam.6. Numerical Soluio of Parabolic Volerra Iegro-Differeial Equaios via Bacward-Euler Sceme Ali Filiz Deparme of Maemaics, Ada Mederes

More information

EXISTENCE THEORY OF RANDOM DIFFERENTIAL EQUATIONS D. S. Palimkar

EXISTENCE THEORY OF RANDOM DIFFERENTIAL EQUATIONS D. S. Palimkar Ieraioal Joural of Scieific ad Research Publicaios, Volue 2, Issue 7, July 22 ISSN 225-353 EXISTENCE THEORY OF RANDOM DIFFERENTIAL EQUATIONS D S Palikar Depare of Maheaics, Vasarao Naik College, Naded

More information

Available online at J. Math. Comput. Sci. 4 (2014), No. 4, ISSN:

Available online at   J. Math. Comput. Sci. 4 (2014), No. 4, ISSN: Available olie a hp://sci.org J. Mah. Compu. Sci. 4 (2014), No. 4, 716-727 ISSN: 1927-5307 ON ITERATIVE TECHNIQUES FOR NUMERICAL SOLUTIONS OF LINEAR AND NONLINEAR DIFFERENTIAL EQUATIONS S.O. EDEKI *, A.A.

More information

Bernstein Direct Method for Solving. Variational Problems

Bernstein Direct Method for Solving. Variational Problems Ieraioal Maheaical Foru, 5,, o. 48, 35-37 Bersei Direc Mehod for Solvig Variaioal Probles Sadeep Dixi*, Viee K. Sigh**, Ai K. Sigh*, O P. Sigh* *Depare of Applied Maheaics, Isiue of echology, Baaras Hidu

More information

Let s express the absorption of radiation by dipoles as a dipole correlation function.

Let s express the absorption of radiation by dipoles as a dipole correlation function. MIT Deparme of Chemisry 5.74, Sprig 004: Iroducory Quaum Mechaics II Isrucor: Prof. Adrei Tokmakoff p. 81 Time-Correlaio Fucio Descripio of Absorpio Lieshape Le s express he absorpio of radiaio by dipoles

More information

Paper Introduction. ~ Modelling the Uncertainty in Recovering Articulation from Acoustics ~ Korin Richmond, Simon King, and Paul Taylor.

Paper Introduction. ~ Modelling the Uncertainty in Recovering Articulation from Acoustics ~ Korin Richmond, Simon King, and Paul Taylor. Paper Iroducio ~ Modellig he Uceraiy i Recoverig Ariculaio fro Acousics ~ Kori Richod, Sio Kig, ad Paul Taylor Tooi Toda Noveber 6, 2003 Proble Addressed i This Paper Modellig he acousic-o-ariculaory appig

More information

METHOD OF THE EQUIVALENT BOUNDARY CONDITIONS IN THE UNSTEADY PROBLEM FOR ELASTIC DIFFUSION LAYER

METHOD OF THE EQUIVALENT BOUNDARY CONDITIONS IN THE UNSTEADY PROBLEM FOR ELASTIC DIFFUSION LAYER Maerials Physics ad Mechaics 3 (5) 36-4 Received: March 7 5 METHOD OF THE EQUIVAENT BOUNDARY CONDITIONS IN THE UNSTEADY PROBEM FOR EASTIC DIFFUSION AYER A.V. Zemsov * D.V. Tarlaovsiy Moscow Aviaio Isiue

More information

Calculus Limits. Limit of a function.. 1. One-Sided Limits...1. Infinite limits 2. Vertical Asymptotes...3. Calculating Limits Using the Limit Laws.

Calculus Limits. Limit of a function.. 1. One-Sided Limits...1. Infinite limits 2. Vertical Asymptotes...3. Calculating Limits Using the Limit Laws. Limi of a fucio.. Oe-Sided..... Ifiie limis Verical Asympoes... Calculaig Usig he Limi Laws.5 The Squeeze Theorem.6 The Precise Defiiio of a Limi......7 Coiuiy.8 Iermediae Value Theorem..9 Refereces..

More information

Homotopy Analysis Method for Solving Fractional Sturm-Liouville Problems

Homotopy Analysis Method for Solving Fractional Sturm-Liouville Problems Ausralia Joural of Basic ad Applied Scieces, 4(1): 518-57, 1 ISSN 1991-8178 Homoopy Aalysis Mehod for Solvig Fracioal Surm-Liouville Problems 1 A Neamay, R Darzi, A Dabbaghia 1 Deparme of Mahemaics, Uiversiy

More information

The Importance of Ordering the Number of Lattice Points Inside a Rational Polyhedron Using Generating Functions

The Importance of Ordering the Number of Lattice Points Inside a Rational Polyhedron Using Generating Functions Ieraioal Joural of Copuer Sciece ad Elecroics Egieerig (IJCSEE Volue Issue ( ISSN 48 (Olie he Iporace of Orderig he Nuber of Laice ois Iside a Raioal olyhedro Usig Geeraig Fucios Halil Sopce Absrac I pure

More information

Walter D. Pilkey. Dmitry V. Balandin. Nikolai N. Bolotnik. Sergey V. Purtsezov. Introduction. Nomenclature

Walter D. Pilkey. Dmitry V. Balandin. Nikolai N. Bolotnik. Sergey V. Purtsezov. Introduction. Nomenclature Waler D. Pilkey e al Waler D. Pilkey wdp@virgiia.edu Uiversiy of Virgiia Dep. of Mechaical ad Aerospace Eg. 94-4746 Charloesville, VA. USA Diry V. Baladi baladi@pk.u.rue.ru izhy ovgorod Sae Uiversiy Dep.

More information

Extended Laguerre Polynomials

Extended Laguerre Polynomials I J Coemp Mah Scieces, Vol 7, 1, o, 189 194 Exeded Laguerre Polyomials Ada Kha Naioal College of Busiess Admiisraio ad Ecoomics Gulberg-III, Lahore, Pakisa adakhaariq@gmailcom G M Habibullah Naioal College

More information

INTEGER INTERVAL VALUE OF NEWTON DIVIDED DIFFERENCE AND FORWARD AND BACKWARD INTERPOLATION FORMULA

INTEGER INTERVAL VALUE OF NEWTON DIVIDED DIFFERENCE AND FORWARD AND BACKWARD INTERPOLATION FORMULA Volume 8 No. 8, 45-54 ISSN: 34-3395 (o-lie versio) url: hp://www.ijpam.eu ijpam.eu INTEGER INTERVAL VALUE OF NEWTON DIVIDED DIFFERENCE AND FORWARD AND BACKWARD INTERPOLATION FORMULA A.Arul dass M.Dhaapal

More information

CLOSED FORM EVALUATION OF RESTRICTED SUMS CONTAINING SQUARES OF FIBONOMIAL COEFFICIENTS

CLOSED FORM EVALUATION OF RESTRICTED SUMS CONTAINING SQUARES OF FIBONOMIAL COEFFICIENTS PB Sci Bull, Series A, Vol 78, Iss 4, 2016 ISSN 1223-7027 CLOSED FORM EVALATION OF RESTRICTED SMS CONTAINING SQARES OF FIBONOMIAL COEFFICIENTS Emrah Kılıc 1, Helmu Prodiger 2 We give a sysemaic approach

More information

Clock Skew and Signal Representation

Clock Skew and Signal Representation Clock Skew ad Sigal Represeaio Ch. 7 IBM Power 4 Chip 0/7/004 08 frequecy domai Program Iroducio ad moivaio Sequeial circuis, clock imig, Basic ools for frequecy domai aalysis Fourier series sigal represeaio

More information

An Efficient Method to Reduce the Numerical Dispersion in the HIE-FDTD Scheme

An Efficient Method to Reduce the Numerical Dispersion in the HIE-FDTD Scheme Wireless Egieerig ad Techolog, 0,, 30-36 doi:0.436/we.0.005 Published Olie Jauar 0 (hp://www.scirp.org/joural/we) A Efficie Mehod o Reduce he umerical Dispersio i he IE- Scheme Jua Che, Aue Zhag School

More information

Introduction to Mobile Robotics Mapping with Known Poses

Introduction to Mobile Robotics Mapping with Known Poses Iroducio o Mobile Roboics Mappig wih Kow Poses Wolfra Burgard Cyrill Sachiss Mare Beewi Kai Arras Why Mappig? Learig aps is oe of he fudaeal probles i obile roboics Maps allow robos o efficiely carry ou

More information

Approximating Solutions for Ginzburg Landau Equation by HPM and ADM

Approximating Solutions for Ginzburg Landau Equation by HPM and ADM Available a hp://pvamu.edu/aam Appl. Appl. Mah. ISSN: 193-9466 Vol. 5, No. Issue (December 1), pp. 575 584 (Previously, Vol. 5, Issue 1, pp. 167 1681) Applicaios ad Applied Mahemaics: A Ieraioal Joural

More information

MALAYSIAN JOURNAL OF MATHEMATICAL SCIENCES. Boundary Value Problem for the Higher Order Equation with Fractional Derivative

MALAYSIAN JOURNAL OF MATHEMATICAL SCIENCES. Boundary Value Problem for the Higher Order Equation with Fractional Derivative Malaysia Joural of Maheaical Scieces 7(): 3-7 (3) MALAYSIAN JOURNAL OF MATHEMATICAL SCIENCES Joural hoepage: hp://eispe.up.edu.y/joural Boudary Value Proble for he Higher Order Equaio wih Fracioal Derivaive

More information

Optimum design of complementary transient experiments for estimating thermal properties

Optimum design of complementary transient experiments for estimating thermal properties Opiu desig of copleeary rasie experies for esiaig heral properies Jaes V. Beck*, Filippo de Moe, Doald E. Aos *Depare of Mechaical Egieerig, Michiga Sae Uiversiy, USA Depare of Idusrial ad Iforaio Egieerig

More information

A Two-Level Quantum Analysis of ERP Data for Mock-Interrogation Trials. Michael Schillaci Jennifer Vendemia Robert Buzan Eric Green

A Two-Level Quantum Analysis of ERP Data for Mock-Interrogation Trials. Michael Schillaci Jennifer Vendemia Robert Buzan Eric Green A Two-Level Quaum Aalysis of ERP Daa for Mock-Ierrogaio Trials Michael Schillaci Jeifer Vedemia Rober Buza Eric Gree Oulie Experimeal Paradigm 4 Low Workload; Sigle Sessio; 39 8 High Workload; Muliple

More information

A Bayesian Approach for Detecting Outliers in ARMA Time Series

A Bayesian Approach for Detecting Outliers in ARMA Time Series WSEAS RASACS o MAEMAICS Guochao Zhag Qigmig Gui A Bayesia Approach for Deecig Ouliers i ARMA ime Series GUOC ZAG Isiue of Sciece Iformaio Egieerig Uiversiy 45 Zhegzhou CIA 94587@qqcom QIGMIG GUI Isiue

More information

Fresnel Dragging Explained

Fresnel Dragging Explained Fresel Draggig Explaied 07/05/008 Decla Traill Decla@espace.e.au The Fresel Draggig Coefficie required o explai he resul of he Fizeau experime ca be easily explaied by usig he priciples of Eergy Field

More information

After the completion of this section the student

After the completion of this section the student Real Fucios REAL FUNCTIONS Afer he copleio of his secio he sude - should recall he defiiio of he asic algeraic ad rascedeal fucios - should e ale o deerie he ai properies of he fucios ad graph he fucios.

More information

Comparisons Between RV, ARV and WRV

Comparisons Between RV, ARV and WRV Comparisos Bewee RV, ARV ad WRV Cao Gag,Guo Migyua School of Maageme ad Ecoomics, Tiaji Uiversiy, Tiaji,30007 Absrac: Realized Volailiy (RV) have bee widely used sice i was pu forward by Aderso ad Bollerslev

More information

Supplementary Information for Thermal Noises in an Aqueous Quadrupole Micro- and Nano-Trap

Supplementary Information for Thermal Noises in an Aqueous Quadrupole Micro- and Nano-Trap Supplemeary Iformaio for Thermal Noises i a Aqueous Quadrupole Micro- ad Nao-Trap Jae Hyu Park ad Predrag S. Krsić * Physics Divisio, Oak Ridge Naioal Laboraory, Oak Ridge, TN 3783 E-mail: krsicp@orl.gov

More information

Fermat Numbers in Multinomial Coefficients

Fermat Numbers in Multinomial Coefficients 1 3 47 6 3 11 Joural of Ieger Sequeces, Vol. 17 (014, Aricle 14.3. Ferma Numbers i Muliomial Coefficies Shae Cher Deparme of Mahemaics Zhejiag Uiversiy Hagzhou, 31007 Chia chexiaohag9@gmail.com Absrac

More information

The universal vector. Open Access Journal of Mathematical and Theoretical Physics [ ] Introduction [ ] ( 1)

The universal vector. Open Access Journal of Mathematical and Theoretical Physics [ ] Introduction [ ] ( 1) Ope Access Joural of Mahemaical ad Theoreical Physics Mii Review The uiversal vecor Ope Access Absrac This paper akes Asroheology mahemaics ad pus some of i i erms of liear algebra. All of physics ca be

More information

Transverse Vibrations of Elastic Thin Beam Resting on Variable Elastic Foundations and Subjected to Traveling Distributed Forces.

Transverse Vibrations of Elastic Thin Beam Resting on Variable Elastic Foundations and Subjected to Traveling Distributed Forces. Trasverse Vibraios of Elasic Thi Beam Resig o Variable Elasic Foudaios ad Subjeced o Travelig Disribued Forces. B. Omolofe ad S.N. Oguyebi * Deparme of Mahemaical Scieces, Federal Uiversiy of Techology,

More information

Some Properties of Semi-E-Convex Function and Semi-E-Convex Programming*

Some Properties of Semi-E-Convex Function and Semi-E-Convex Programming* The Eighh Ieraioal Symposium o Operaios esearch ad Is Applicaios (ISOA 9) Zhagjiajie Chia Sepember 2 22 29 Copyrigh 29 OSC & APOC pp 33 39 Some Properies of Semi-E-Covex Fucio ad Semi-E-Covex Programmig*

More information

Supplementary Figure S1 Characterization of the two-qubit system. a-d, When the nuclear spin is polarized along the

Supplementary Figure S1 Characterization of the two-qubit system. a-d, When the nuclear spin is polarized along the Suppleeary Figure S Characeriaio of he wo-qubi syse. a-d Whe he uclear spi is polaried alog he axis is free precessio sigal abou he axis is odulaed by he relaive agle bewee he codiioal local fields. a-b

More information

Available online at ScienceDirect. Procedia Computer Science 103 (2017 ) 67 74

Available online at   ScienceDirect. Procedia Computer Science 103 (2017 ) 67 74 Available olie a www.sciecedirec.com ScieceDirec Procedia Compuer Sciece 03 (07 67 74 XIIh Ieraioal Symposium «Iellige Sysems» INELS 6 5-7 Ocober 06 Moscow Russia Real-ime aerodyamic parameer ideificaio

More information

An interesting result about subset sums. Nitu Kitchloo. Lior Pachter. November 27, Abstract

An interesting result about subset sums. Nitu Kitchloo. Lior Pachter. November 27, Abstract A ieresig resul abou subse sums Niu Kichloo Lior Pacher November 27, 1993 Absrac We cosider he problem of deermiig he umber of subses B f1; 2; : : :; g such ha P b2b b k mod, where k is a residue class

More information

Mean Square Convergent Finite Difference Scheme for Stochastic Parabolic PDEs

Mean Square Convergent Finite Difference Scheme for Stochastic Parabolic PDEs America Joural of Compuaioal Mahemaics, 04, 4, 80-88 Published Olie Sepember 04 i SciRes. hp://www.scirp.org/joural/ajcm hp://dx.doi.org/0.436/ajcm.04.4404 Mea Square Coverge Fiie Differece Scheme for

More information

The Hyperbolic Model with a Small Parameter for. Studying the Process of Impact of a Thermoelastic. Rod against a Heated Rigid Barrier

The Hyperbolic Model with a Small Parameter for. Studying the Process of Impact of a Thermoelastic. Rod against a Heated Rigid Barrier Applied Mahemaical Scieces, Vol., 6, o. 4, 37-5 HIKARI Ld, www.m-hikari.com hp://dx.doi.org/.988/ams.6.6457 The Hyperbolic Model wih a Small Parameer for Sudyig he Process of Impac of a Thermoelasic Rod

More information

The Moment Approximation of the First Passage Time for the Birth Death Diffusion Process with Immigraton to a Moving Linear Barrier

The Moment Approximation of the First Passage Time for the Birth Death Diffusion Process with Immigraton to a Moving Linear Barrier America Joural of Applied Mahemaics ad Saisics, 015, Vol. 3, No. 5, 184-189 Available olie a hp://pubs.sciepub.com/ajams/3/5/ Sciece ad Educaio Publishig DOI:10.1691/ajams-3-5- The Mome Approximaio of

More information

1. Solve by the method of undetermined coefficients and by the method of variation of parameters. (4)

1. Solve by the method of undetermined coefficients and by the method of variation of parameters. (4) 7 Differeial equaios Review Solve by he mehod of udeermied coefficies ad by he mehod of variaio of parameers (4) y y = si Soluio; we firs solve he homogeeous equaio (4) y y = 4 The correspodig characerisic

More information

A Generalized Cost Malmquist Index to the Productivities of Units with Negative Data in DEA

A Generalized Cost Malmquist Index to the Productivities of Units with Negative Data in DEA Proceedigs of he 202 Ieraioal Coferece o Idusrial Egieerig ad Operaios Maageme Isabul, urey, July 3 6, 202 A eeralized Cos Malmquis Ide o he Produciviies of Uis wih Negaive Daa i DEA Shabam Razavya Deparme

More information

Comparison between Fourier and Corrected Fourier Series Methods

Comparison between Fourier and Corrected Fourier Series Methods Malaysia Joural of Mahemaical Scieces 7(): 73-8 (13) MALAYSIAN JOURNAL OF MATHEMATICAL SCIENCES Joural homepage: hp://eispem.upm.edu.my/oural Compariso bewee Fourier ad Correced Fourier Series Mehods 1

More information

A quadratic convergence method for the management equilibrium model

A quadratic convergence method for the management equilibrium model (IJACSA Ieraioal Joural of Advaced Copuer Sciece ad Applicaios Vol No 9 03 A quadraic covergece ehod for he aagee equilibriu odel Jiayi Zhag Feixia School Liyi Uiversiy Feixia Shadog PRChia Absrac i his

More information

On The Eneström-Kakeya Theorem

On The Eneström-Kakeya Theorem Applied Mahemaics,, 3, 555-56 doi:436/am673 Published Olie December (hp://wwwscirporg/oural/am) O The Eesröm-Kakeya Theorem Absrac Gulsha Sigh, Wali Mohammad Shah Bharahiar Uiversiy, Coimbaore, Idia Deparme

More information

WILD Estimating Abundance for Closed Populations with Mark-Recapture Methods

WILD Estimating Abundance for Closed Populations with Mark-Recapture Methods WILD 50 - Esiaig Abudace for Closed Populaios wih Mark-Recapure Mehods Readig: Chaper 4 of WNC book (especially secios 4. & 4.) Esiaig N is uch ore difficul ha you igh iiially expec A variey of ehods ca

More information

Inverse Heat Conduction Problem in a Semi-Infinite Circular Plate and its Thermal Deflection by Quasi-Static Approach

Inverse Heat Conduction Problem in a Semi-Infinite Circular Plate and its Thermal Deflection by Quasi-Static Approach Available a hp://pvamu.edu/aam Appl. Appl. Mah. ISSN: 93-9466 Vol. 5 Issue ue pp. 7 Previously Vol. 5 No. Applicaios ad Applied Mahemaics: A Ieraioal oural AAM Iverse Hea Coducio Problem i a Semi-Ifiie

More information

TAKA KUSANO. laculty of Science Hrosh tlnlersty 1982) (n-l) + + Pn(t)x 0, (n-l) + + Pn(t)Y f(t,y), XR R are continuous functions.

TAKA KUSANO. laculty of Science Hrosh tlnlersty 1982) (n-l) + + Pn(t)x 0, (n-l) + + Pn(t)Y f(t,y), XR R are continuous functions. Iera. J. Mah. & Mah. Si. Vol. 6 No. 3 (1983) 559-566 559 ASYMPTOTIC RELATIOHIPS BETWEEN TWO HIGHER ORDER ORDINARY DIFFERENTIAL EQUATIONS TAKA KUSANO laculy of Sciece Hrosh llersy 1982) ABSTRACT. Some asympoic

More information

Solutions Manual 4.1. nonlinear. 4.2 The Fourier Series is: and the fundamental frequency is ω 2π

Solutions Manual 4.1. nonlinear. 4.2 The Fourier Series is: and the fundamental frequency is ω 2π Soluios Maual. (a) (b) (c) (d) (e) (f) (g) liear oliear liear liear oliear oliear liear. The Fourier Series is: F () 5si( ) ad he fudameal frequecy is ω f ----- H z.3 Sice V rms V ad f 6Hz, he Fourier

More information

Vibration damping of the cantilever beam with the use of the parametric excitation

Vibration damping of the cantilever beam with the use of the parametric excitation The s Ieraioal Cogress o Soud ad Vibraio 3-7 Jul, 4, Beijig/Chia Vibraio dampig of he cailever beam wih he use of he parameric exciaio Jiří TŮMA, Pavel ŠURÁNE, Miroslav MAHDA VSB Techical Uiversi of Osrava

More information

Math 6710, Fall 2016 Final Exam Solutions

Math 6710, Fall 2016 Final Exam Solutions Mah 67, Fall 6 Fial Exam Soluios. Firs, a sude poied ou a suble hig: if P (X i p >, he X + + X (X + + X / ( evaluaes o / wih probabiliy p >. This is roublesome because a radom variable is supposed o be

More information

Prakash Chandra Rautaray 1, Ellipse 2

Prakash Chandra Rautaray 1, Ellipse 2 Prakash Chadra Rauara, Ellise / Ieraioal Joural of Egieerig Research ad Alicaios (IJERA) ISSN: 48-96 www.ijera.com Vol. 3, Issue, Jauar -Februar 3,.36-337 Degree Of Aroimaio Of Fucios B Modified Parial

More information

Samuel Sindayigaya 1, Nyongesa L. Kennedy 2, Adu A.M. Wasike 3

Samuel Sindayigaya 1, Nyongesa L. Kennedy 2, Adu A.M. Wasike 3 Ieraioal Joural of Saisics ad Aalysis. ISSN 48-9959 Volume 6, Number (6, pp. -8 Research Idia Publicaios hp://www.ripublicaio.com The Populaio Mea ad is Variace i he Presece of Geocide for a Simple Birh-Deah-

More information

A Note on Prediction with Misspecified Models

A Note on Prediction with Misspecified Models ITB J. Sci., Vol. 44 A, No. 3,, 7-9 7 A Noe o Predicio wih Misspecified Models Khresha Syuhada Saisics Research Divisio, Faculy of Mahemaics ad Naural Scieces, Isiu Tekologi Badug, Jala Gaesa Badug, Jawa

More information

Journal of Mechanical Science and Technology 23 (2009) 1058~1064. Dynamic behaviors of nonlinear fractional-order differential oscillator

Journal of Mechanical Science and Technology 23 (2009) 1058~1064. Dynamic behaviors of nonlinear fractional-order differential oscillator Joural of Mechaical Sciece ad Techology 3 (9) 58~64 Joural of Mechaical Sciece ad Techology www.sprigerlik.com/coe/738-494x DOI.7/s6-9-34-4 Dyamic behaviors of oliear fracioal-order differeial oscillaor

More information

Four equations describe the dynamic solution to RBC model. Consumption-leisure efficiency condition. Consumption-investment efficiency condition

Four equations describe the dynamic solution to RBC model. Consumption-leisure efficiency condition. Consumption-investment efficiency condition LINEARIZING AND APPROXIMATING THE RBC MODEL SEPTEMBER 7, 200 For f( x, y, z ), mulivariable Taylor liear expasio aroud ( x, yz, ) f ( x, y, z) f( x, y, z) + f ( x, y, z)( x x) + f ( x, y, z)( y y) + f

More information

So, given the value x generated by the computer, we solve this equation for y, which now has the

So, given the value x generated by the computer, we solve this equation for y, which now has the Calculaio ad odelig of radar perforace Sessio 9 // Cluer siulaio echiques Iroducio I he previous sessio we discussed he odelig of o-gaussia sea cluer ad is effecs o radar perforace. he copoud for of he

More information

Economics 8723 Macroeconomic Theory Problem Set 2 Professor Sanjay Chugh Spring 2017

Economics 8723 Macroeconomic Theory Problem Set 2 Professor Sanjay Chugh Spring 2017 Deparme of Ecoomics The Ohio Sae Uiversiy Ecoomics 8723 Macroecoomic Theory Problem Se 2 Professor Sajay Chugh Sprig 207 Labor Icome Taxes, Nash-Bargaied Wages, ad Proporioally-Bargaied Wages. I a ecoomy

More information

Basic Magnetism Thorsten Glaser, University of Münster. Basic Magnetism. 1. Paramagnetism and Diamagnetism (macroscopic)

Basic Magnetism Thorsten Glaser, University of Münster. Basic Magnetism. 1. Paramagnetism and Diamagnetism (macroscopic) asic Mageis Thorse Glaser Uiversiy of Müser asic Mageis. Paraageis ad Diaageis (acroscopic) exeral ageic field H r diaageic saple paraageic saple r : ageic iducio (ageic r r field r iesiy iside saple)

More information

CHARACTERIZATIONS OF THE NON-UNIFORM IN TIME ISS PROPERTY AND APPLICATIONS

CHARACTERIZATIONS OF THE NON-UNIFORM IN TIME ISS PROPERTY AND APPLICATIONS CHARACTERIZATIONS OF THE NON-UNIFORM IN TIME ISS PROPERTY AND APPLICATIONS I. Karafyllis ad J. Tsiias Depare of Maheaics, Naioal Techical Uiversiy of Ahes, Zografou Capus 578, Ahes, Greece Eail: jsi@ceral.ua.gr.

More information

International Journal of Mathematics Trends and Technology (IJMTT) Volume 53 Number 5 January 2018

International Journal of Mathematics Trends and Technology (IJMTT) Volume 53 Number 5 January 2018 Ieraioal Joural of Mahemaics reds ad echology (IJM) Volume 53 Number 5 Jauary 18 Effecs of ime Depede acceleraio o he flow of Blood i rery wih periodic body acceleraio mi Gupa #1, Dr. GajedraSaraswa *,

More information

CHAPTER 2 TORSIONAL VIBRATIONS

CHAPTER 2 TORSIONAL VIBRATIONS Dr Tiwari, Associae Professor, De. of Mechaical Egg., T Guwahai, (riwari@iig.ere.i) CHAPTE TOSONAL VBATONS Torsioal vibraios is redomia wheever here is large discs o relaively hi shafs (e.g. flywheel of

More information

SUMMATION OF INFINITE SERIES REVISITED

SUMMATION OF INFINITE SERIES REVISITED SUMMATION OF INFINITE SERIES REVISITED I several aricles over he las decade o his web page we have show how o sum cerai iiie series icludig he geomeric series. We wa here o eed his discussio o he geeral

More information

9. Point mode plotting with more than two images 2 hours

9. Point mode plotting with more than two images 2 hours Lecure 9 - - // Cocep Hell/feiffer Februar 9. oi mode ploig wih more ha wo images hours aim: iersecio of more ha wo ras wih orieaed images Theor: Applicaio co lieari equaio 9.. Spaial Resecio ad Iersecio

More information

A Complex Neural Network Algorithm for Computing the Largest Real Part Eigenvalue and the corresponding Eigenvector of a Real Matrix

A Complex Neural Network Algorithm for Computing the Largest Real Part Eigenvalue and the corresponding Eigenvector of a Real Matrix 4h Ieraioal Coferece o Sesors, Mecharoics ad Auomaio (ICSMA 06) A Complex Neural Newor Algorihm for Compuig he Larges eal Par Eigevalue ad he correspodig Eigevecor of a eal Marix HANG AN, a, XUESONG LIANG,

More information

Clock Skew and Signal Representation. Program. Timing Engineering

Clock Skew and Signal Representation. Program. Timing Engineering lock Skew ad Sigal epreseaio h. 7 IBM Power 4 hip Iroducio ad moivaio Sequeial circuis, clock imig, Basic ools for frequecy domai aalysis Fourier series sigal represeaio Periodic sigals ca be represeed

More information

Academic Forum Cauchy Confers with Weierstrass. Lloyd Edgar S. Moyo, Ph.D. Associate Professor of Mathematics

Academic Forum Cauchy Confers with Weierstrass. Lloyd Edgar S. Moyo, Ph.D. Associate Professor of Mathematics Academic Forum - Cauchy Cofers wih Weiersrass Lloyd Edgar S Moyo PhD Associae Professor of Mahemaics Absrac We poi ou wo limiaios of usig he Cauchy Residue Theorem o evaluae a defiie iegral of a real raioal

More information

FIXED FUZZY POINT THEOREMS IN FUZZY METRIC SPACE

FIXED FUZZY POINT THEOREMS IN FUZZY METRIC SPACE Mohia & Samaa, Vol. 1, No. II, December, 016, pp 34-49. ORIGINAL RESEARCH ARTICLE OPEN ACCESS FIED FUZZY POINT THEOREMS IN FUZZY METRIC SPACE 1 Mohia S. *, Samaa T. K. 1 Deparme of Mahemaics, Sudhir Memorial

More information

Boundary-to-Displacement Asymptotic Gains for Wave Systems With Kelvin-Voigt Damping

Boundary-to-Displacement Asymptotic Gains for Wave Systems With Kelvin-Voigt Damping Boudary-o-Displaceme Asympoic Gais for Wave Sysems Wih Kelvi-Voig Dampig Iasso Karafyllis *, Maria Kooriaki ** ad Miroslav Krsic *** * Dep. of Mahemaics, Naioal Techical Uiversiy of Ahes, Zografou Campus,

More information

Hedi LABIADH. ALMAS, 1135 Naassan TUNISIA Micahel DADA, O. Bamidele AWOJOYOGBE

Hedi LABIADH. ALMAS, 1135 Naassan TUNISIA   Micahel DADA, O. Bamidele AWOJOYOGBE DIFFERENTIAL EQUATIONS AND CONTROL PROCESSES,8 reg P75 a 797 ISSN 87-7 h://wwwewaru/oural h://wwwahsburu/user/diffoural e-ail: odiff@ailru Alicaios o hysics, elecroechics, ad elecroics Esablishe of a ordiary

More information

Inference of the Second Order Autoregressive. Model with Unit Roots

Inference of the Second Order Autoregressive. Model with Unit Roots Ieraioal Mahemaical Forum Vol. 6 0 o. 5 595-604 Iferece of he Secod Order Auoregressive Model wih Ui Roos Ahmed H. Youssef Professor of Applied Saisics ad Ecoomerics Isiue of Saisical Sudies ad Research

More information

Local Influence Diagnostics of Replicated Data with Measurement Errors

Local Influence Diagnostics of Replicated Data with Measurement Errors ISSN 76-7659 Eglad UK Joural of Iformaio ad Compuig Sciece Vol. No. 8 pp.7-8 Local Ifluece Diagosics of Replicaed Daa wih Measureme Errors Jigig Lu Hairog Li Chuzheg Cao School of Mahemaics ad Saisics

More information

Reduced Differential Transform Method for Solving Klein Gordon Equations

Reduced Differential Transform Method for Solving Klein Gordon Equations Proceedigs of he World Cogress o Egieerig 0 Vol I WCE 0, July - 8, 0, Lodo, UK Reduced Differeial Trasfor Mehod for Solvig Klei Gordo Equaios Yıldıray Kesi, Sea Servi ad Gali Ouraç Absrac Reduced differeial

More information

Analysis of Using a Hybrid Neural Network Forecast Model to Study Annual Precipitation

Analysis of Using a Hybrid Neural Network Forecast Model to Study Annual Precipitation Aalysis of Usig a Hybrid Neural Nework Forecas Model o Sudy Aual Precipiaio Li MA, 2, 3, Xuelia LI, 2, Ji Wag, 2 Jiagsu Egieerig Ceer of Nework Moiorig, Najig Uiversiy of Iformaio Sciece & Techology, Najig

More information

A STUDY OF INPUT MOBILITY FUNCTIONS AT A VIOLIN'S BRIDGE. Jie Pan and Robert Wilkins

A STUDY OF INPUT MOBILITY FUNCTIONS AT A VIOLIN'S BRIDGE. Jie Pan and Robert Wilkins ICSV14 Cairs Ausralia 9-12 July, 27 A STUDY OF INPUT MOBILITY FUNCTIONS AT A VIOLIN'S BRIDGE Jie Pa ad Rober Wilkis School of Mechaical Egieerig, Uiversiy of Weser Ausralia 35 Sirlig Highway, Crawley,

More information

10.3 Autocorrelation Function of Ergodic RP 10.4 Power Spectral Density of Ergodic RP 10.5 Normal RP (Gaussian RP)

10.3 Autocorrelation Function of Ergodic RP 10.4 Power Spectral Density of Ergodic RP 10.5 Normal RP (Gaussian RP) ENGG450 Probabiliy ad Saisics for Egieers Iroducio 3 Probabiliy 4 Probabiliy disribuios 5 Probabiliy Desiies Orgaizaio ad descripio of daa 6 Samplig disribuios 7 Ifereces cocerig a mea 8 Comparig wo reames

More information

Recursive Identification of Hammerstein Systems with Polynomial Function Approximation

Recursive Identification of Hammerstein Systems with Polynomial Function Approximation Ieraioal Joural of Maagee ad Fuzzy Syses 7; 3(6): 87-94 hp://www.sciecepublishiggroup.co//ifs doi:.648/.ifs.736. ISSN: 575-4939 (Pri); ISSN: 575-4947 (Olie) Research/echical Noe Recursive Ideificaio of

More information

A note on Generalized Hermite polynomials

A note on Generalized Hermite polynomials INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS AND INFORMATICS Volue 8 14 A oe o Geeralized Herie poloials Cleee Cesarao Absrac B sarig fro he geeral heor of he oevariable Herie poloials we will iroduce

More information

Chapter 2. Foundations of quantum mechanics

Chapter 2. Foundations of quantum mechanics I. Basics Caper. Fouaios of uau ecaics Eac observable correspos i uau ecaics o a operaor, wic represes a aeaical operaio. Exaples: ˆ f ˆ f f f Soe ipora operaors i e cooriae represeaio: Cooriae operaor:

More information

MITPress NewMath.cls LAT E X Book Style Size: 7x9 September 27, :04am. Contents

MITPress NewMath.cls LAT E X Book Style Size: 7x9 September 27, :04am. Contents Coes 1 Temporal filers 1 1.1 Modelig sequeces 1 1.2 Temporal filers 3 1.2.1 Temporal Gaussia 5 1.2.2 Temporal derivaives 6 1.2.3 Spaioemporal Gabor filers 8 1.3 Velociy-ued filers 9 Bibliography 13 1

More information

Dissipative Relativistic Bohmian Mechanics

Dissipative Relativistic Bohmian Mechanics [arxiv 1711.0446] Dissipaive Relaivisic Bohmia Mechaics Roume Tsekov Deparme of Physical Chemisry, Uiversiy of Sofia, 1164 Sofia, Bulgaria I is show ha quaum eagleme is he oly force able o maiai he fourh

More information

Outline. simplest HMM (1) simple HMMs? simplest HMM (2) Parameter estimation for discrete hidden Markov models

Outline. simplest HMM (1) simple HMMs? simplest HMM (2) Parameter estimation for discrete hidden Markov models Oulie Parameer esimaio for discree idde Markov models Juko Murakami () ad Tomas Taylor (2). Vicoria Uiversiy of Welligo 2. Arizoa Sae Uiversiy Descripio of simple idde Markov models Maximum likeliood esimae

More information

A Note on Random k-sat for Moderately Growing k

A Note on Random k-sat for Moderately Growing k A Noe o Radom k-sat for Moderaely Growig k Ju Liu LMIB ad School of Mahemaics ad Sysems Sciece, Beihag Uiversiy, Beijig, 100191, P.R. Chia juliu@smss.buaa.edu.c Zogsheg Gao LMIB ad School of Mahemaics

More information

LINEAR APPROXIMATION OF THE BASELINE RBC MODEL SEPTEMBER 17, 2013

LINEAR APPROXIMATION OF THE BASELINE RBC MODEL SEPTEMBER 17, 2013 LINEAR APPROXIMATION OF THE BASELINE RBC MODEL SEPTEMBER 7, 203 Iroducio LINEARIZATION OF THE RBC MODEL For f( xyz,, ) = 0, mulivariable Taylor liear expasio aroud f( xyz,, ) f( xyz,, ) + f( xyz,, )( x

More information

Discrete-Time Signals and Systems. Introduction to Digital Signal Processing. Independent Variable. What is a Signal? What is a System?

Discrete-Time Signals and Systems. Introduction to Digital Signal Processing. Independent Variable. What is a Signal? What is a System? Discree-Time Sigals ad Sysems Iroducio o Digial Sigal Processig Professor Deepa Kudur Uiversiy of Toroo Referece: Secios. -.4 of Joh G. Proakis ad Dimiris G. Maolakis, Digial Sigal Processig: Priciples,

More information

FUZZY RELIABILITY ANALYSIS OF COMPOUND SYSTEM BASED ON WEIBULL DISTRIBUTION

FUZZY RELIABILITY ANALYSIS OF COMPOUND SYSTEM BASED ON WEIBULL DISTRIBUTION IJAMML 3:1 (2015) 31-39 Septeber 2015 ISSN: 2394-2258 Available at http://scietificadvaces.co.i DOI: http://dx.doi.org/10.18642/ijal_7100121530 FUZZY RELIABILITY ANALYSIS OF COMPOUND SYSTEM BASED ON WEIBULL

More information

EXAMPLE SHEET B (Partial Differential Equations) SPRING 2014

EXAMPLE SHEET B (Partial Differential Equations) SPRING 2014 Copuaioal Mechaics Eaples B - David Apsle EXAMPLE SHEET B Parial Differeial Equaios SPRING 0 B. Solve he parial differeial equaio 0 0 o, u u u u B. Classif he followig d -order PDEs as hperbolic, parabolic

More information

LINEAR APPROXIMATION OF THE BASELINE RBC MODEL JANUARY 29, 2013

LINEAR APPROXIMATION OF THE BASELINE RBC MODEL JANUARY 29, 2013 LINEAR APPROXIMATION OF THE BASELINE RBC MODEL JANUARY 29, 203 Iroducio LINEARIZATION OF THE RBC MODEL For f( x, y, z ) = 0, mulivariable Taylor liear expasio aroud f( x, y, z) f( x, y, z) + f ( x, y,

More information

David Randall. ( )e ikx. k = u x,t. u( x,t)e ikx dx L. x L /2. Recall that the proof of (1) and (2) involves use of the orthogonality condition.

David Randall. ( )e ikx. k = u x,t. u( x,t)e ikx dx L. x L /2. Recall that the proof of (1) and (2) involves use of the orthogonality condition. ! Revised April 21, 2010 1:27 P! 1 Fourier Series David Radall Assume ha u( x,) is real ad iegrable If he domai is periodic, wih period L, we ca express u( x,) exacly by a Fourier series expasio: ( ) =

More information