Integral Equation Approach for Computing Green s Function on Doubly Connected Regions via the Generalized Neumann Kernel

Size: px
Start display at page:

Download "Integral Equation Approach for Computing Green s Function on Doubly Connected Regions via the Generalized Neumann Kernel"

Transcription

1 Jura Teoog Fu paper Iegra Equao Approach for Compug Gree s Fuco o Douby Coeced Regos va he Geerazed Neuma Kere S Zuaha Aspo a* A Hassa ohamed urd ab ohamed S Nasser c Hamsa Rahma a a Deparme of ahemaca Sceces Facuy of Scece UT 83 UT Johor Bahru Johor aaysa b UT Cere for Idusra ad Apped ahemacs (UT-CIA) 83 UT Johor Bahru Johor aaysa c Deparme of ahemacs Facuy of Scece Kg Khad Uversy PO Box 94 Abha Saud Araba *Correspodg auhor: szuahaaspo@yahoocom Arce hsory Receved : February 4 Receved revsed form : 3 Augus 4 Acceped :5 Ocober 4 Graphca absrac Absrac Ths research s abou compug he Gree s fuco o douby coeced regos by usg he mehod of boudary egra equao The mehod depeds o sovg a Drche probem The Drche probem s he soved usg a uquey sovabe Fredhom egra equao o he boudary of he rego The ere of hs egra equao s he geerazed Neuma ere The mehod for sovg hs egra equao s by usg he Nysrӧm mehod wh rapezoda rue o dscreze o a ear sysem The ear sysem s he soved by he Gauss emao mehod ahemaca pos of Gree s fucos for severa es regos are aso preseed Keywords Gree s Fuco; Drche Probem; Iegra Equao; Geerazed Neuma Kere Absra Kaa beraa dega pegraa fugs Gree pada raau bera gada dua erbaas dega megguaa aedah persamaa amra sempada Kaedah bergaug epada peyeesaa masaah Drche asaah Drche emudaya dseesaa megguaa persamaa amra Fredhom berpeyeesaa u pada sempada raau I persamaa amra adaah Neuma era Kaedah uu meyeesaa persamaa amra aah dega megguaa aedah Nysrӧm dega peraura rapezod uu meghasa sebuah ssem ear Ssem ear emuda dseesaa dega aedah peghapusa Gauss Po ahemaca bag fugs Gree uu beberapa raau ua uga dpersembaha Kaa uc: Fugs Gree; asaah Drche; Persamaa Kamra; I Neuma Tera 4 Peerb UT Press A rghs reserved INTRODUCTION Gree s fucos are mpora sce hey provde a powerfu oo sovg dfferea equaos They are very usefu severa feds such as sod mechacs apped physcs apped mahemacs mechaca egeerg maeras scece ad quaum fed heory Herc shows hree dffere mehods for compug Gree s fuco for douby coeced regos whch eads o hree dffere aayca represeaos for he Gree s fuco The mehods are he Fourer seres mehod fe produc mehod ad Thea seres mehod Crowdy ad arsha have preseed a aayca formua for Gree s fuco for Lapace s equao mupy crcuar domas The mehod s cosrucve ad depeds o Schoy-Ke prme fuco assocaed wh mupy coeced crcuar doma 3 Wegma ad Nasser have suded Fredhom egra equao assocaed wh he ear Rema-Hber probems o mupy coeced regos wh smooh boudary curves The ere of hese egra equaos s he geerazed Neuma ere They vesgaed he exsece ad uqueess of souos of he egra equaos by deermg he exac umber of ear depede souos ad her ados 4 Based o Wegma ad Nasser Nasser e a have proposed a ew boudary egra mehod for he souo of Lapace s equao o mupy coeced regos usg eher Drche boudary codo or he Neuma boudary codo The mehod s based o wo uquey sovabe Fredhom egra equaos of he secod d wh he geerazed Neuma ere 5 Recey Aagee has proposed a ew mehod for compug he Gree s fuco o smpy coeced rego by usg he mehod of boudary egra equao whch depeds o he souo of a Drche probem 6 Based o paper by Wegma ad Nasser ad Nasser e a he Drche probem s soved usg a uquey sovabe Fredhom egra o he equao boudary of he rego 45 Ths 7: (4) wwwuraeoogummy eissn 8 37

2 5 S Zuaha Aspo e a / Jura Teoog (Sceces & Egeerg) 7: (4) paper wsh o exed Aagee s wor o compue Gree s fuco for bouded douby coeced regos usg egra equao wh geerazed Neuma ere 6 ( ) J ( ) J AUXILIARY ATERIALS Le Ω be a bouded douby coeced rego he compex pae (Fgure ) The ouer boudary has a couer cocwse dreco ad surrouds he boudary whch has cocwse oreao So we have The eror Drche probem (3) s uquey sovabe ad ca be regarded as a rea par of a aayc fuco F whch s o ecessary sge-vaued 5 The fuco F ca be wre as F( z) f ( z) a z z (4) f s a sge-vaued aayc fuco z s a fxed po ad a s rea cosa uquey deermed by 5 We assume for bouded ha Im f ( ) The cosa a s chose o esure ha Fgure Bouded douby coeced rego We assume ha each boudary has a parameerzao ( ) J whch s a compex perodc fuco wh perod J [ ] s he The parameerzao () paramerc erva for each aso eed o be wce couousy dffereabe such ha d() ( ) d () Therefore he parameerzao of he whoe boudary ca be wre as : ( ) J [ ] : ( ) J [ ] () Le u be a rea fuco defed he rego ad e z x y I our research for smpcy we wre u(z) sead of u(xy) Le H be he space of a rea Höder couous fuco wh expoe o he boudary Γ The eror Drche probem s defed as foows: Ieror Drche probem: Le H be a gve fuco Fd he fuco u harmoc Hoder couous o ad sasfes he boudary codo u( ) (3) f '( ) d I geera he Gree s fuco for ca be expressed by 8 G( z z) u( z) z z z z (5) u s he uque souo of he eror Drche probem u( z) z u( ) z By compug F gve by (4) wh (6) z ad z (7) he uque souo of he eror Drche probem (6) s gve by u( z) Re F( z) (8) 3 INTEGRAL EQUATION FOR THE INTERIOR DIRICHLET PROBLE A be couousy dffereabe π-perodc fucos Le () for a J We cosder wo rea fucos 9 N A( s) ( ) ( s ) Im A ( ) ( ) ( s) (3)

3 5 S Zuaha Aspo e a / Jura Teoog (Sceces & Egeerg) 7: (4) A( s) ( ) ( s ) Re A ( ) ( ) ( s) (3) The ere N ( s ) s caed he geerazed Neuma ere formed wh compex-vaued fuco A () ad ( 4 ) Whe A he ere N s he cassca Neuma ere whch arse frequey he egra equaos for poea heory ad coforma mappg Theorem 3 4 a) The ere N ( s ) s couous whch aes o he dagoa he vaues N ( ) A( ) ( ) Im ( ) A( ) (33) b) The ere ( s ) s couous for he ere ( s ) has he represeao Whe s ( s ) co ( s ) (34) wh a couous ere whch aes o he dagoa he vaues ( ) A( ) ( ) Re ( ) A( ) (35) To fd he fuco Fz () gve by (4) we eed o fd he fuco f() z ad he rea cosa a We defe rea fucos ad [] z sasfy (7) I foows ha 5 for (36) f ( ( )) ( ) h ( ) ( )for p (37) are boudary vaues of aayc fuco f s he uque souo of he egra equao ( s) N ( s ) ( ) d N ( s ) ( ) d ( s ) ( ) d ( s ) ( ) d s J p (38) ad [ ] p h ( s ) ( ) d N ( s ) ( ) d (39) wh h [ p ] [ p ] h h h I foows from Nasser e a 5 ha he uow cosa s he souo of he equao The h [] [] a h h h [] [] [] [] h h a Hece he boudary vaues of he fuco f s gve by 5 f ( ( )) ( ) a ( ) z ( ) ( ) ( ) a ( ) [] [] a (3) (3) By hs resu we ca compue he eror vaues of f() z over he whoe rego by usg he Cauchy egra formua f( w) f ( z) dw w z (3) We he compue he fuco Fz () from (4) ad uz () from (8) 4 NUERICAL IPLEENTATION Deog he rgh-had sde of he Equao (38) by () s we ge [ p ] [ p ] [ p ] [ p ] ( s) N ( s ) ( ) d N ( s ) ( ) d ( s) (4)

4 5 S Zuaha Aspo e a / Jura Teoog (Sceces & Egeerg) 7: (4) Sce he fucos A ad are - perodc he egras are dscrezed by he Nysrӧm mehod wh rapezoda rue 7 Le be a gve eger ad defe he equdsa coocao pos by ( ) (4) The usg he Nysrӧm mehod for (4) we oba he ear sysem ( ) ( ) ( ) ( ) ( ) ( ) N N s s N s a approxmao o ad ad (43) A( ) ( ) Im or A ( ) ( ) ( ) ( ) ( ) A ( ) Im Im ( ) A ( ) P [ P ] Q [ Q ] R [ R ] S [ S ] ad vecors x [ x ] ad y [ y ] by P N ( ( ) ( )) Q N R N ( ( ) ( )) S N ( ( ) ( )) ( ( ) ( )) x ( ) y ( ) Hece he Equao (43) ca be wre as a by sysem ( I P) x Qx y Rx ( I S) x y (46) To sove he sysem (46) we use he mehod of Gaussa emao Sce (4) has a uque souo he for a wde cass of quadraure formua he sysem (46) aso has a uque souo as og as s suffcey arge 7 Afer we ge he uque souo x ( ) he we cacuae f ( ( )) ad f ( ( )) by usg he foowg formua: d ( ) co ( ) ( ) ( ) f ( ( )) ( ) a ( ) z ( ) f ( ( )) ( ) a ( ) z ( ) (47) p ad ( ) ( ) (44) whch represes he boudary vaues of f (z) o We ca compue he eror vaues of f (z) over he whoe rego by usg he Cauchy egra formua gve (3) e A( ) ( ) ( ) Re A ( ) ( ) ( ) A ( ) ( ) Re co A ( ) ( ) ( ) ( ) ( ) A ( ) Re ( ) A ( ) We use Wch mehod o approxmae he egra ha coas coage fuco ad oba co ( ) d K( ) ( ) K( ) ( ) co f - s eve f - s odd (45) The ef-had sde of (43) ca aso be cacuaed drecy by usg ahemaca Defe he marces f ( ( )) f ( ( )) f ( z) ( ) d ( ) d ( ) z ( ) z (48) To crease he accuracy of f (z) we sha use he foowg formua Based o he fac ha d z we ca wre f (z) as f ( ( )) f ( ( )) ( ) d ( ) d ( ) z ( ) z (49) f( z) ( ) ( ) d d ( ) z ( ) z The usg he Nysröm mehod wh he rapezoda rue o dscreze he egras (49) we oba he approxmao f ( ( )) f ( ( )) ( ) ( ) ( ) z ( ) z ( ) ( ) f( z) ( ) z ( ) z (4)

5 53 S Zuaha Aspo e a / Jura Teoog (Sceces & Egeerg) 7: (4) Ths has he advaage ha he deomaor hs formua compesaes for he error he umeraor Nex subsue f() z gve (4) o Equao Fz () (4) ad by ag he rea par of (4) gves (8) e u( z) Re F( z) Fay by usg u (z) we ca compue he Gree s fuco G ( ) z z by he foowg formua (5) e G ( z z) u( z) z z 5 NUERICAL EXAPLES Exampe I Exampe we cosder a auus as show (Fgure ) The boudary of hs rego s parameerzed by he fuco : ( ) e : ( ) pe wh p5 z 75 z e ad he fe seres coverges uformy for z ad a eas e a geomerc seres wh rao We descrbe he error by maxmum error orm G( z z) G ( z z) s he umber of odes ad G( z z ) s he umerca approxmao of G( z z ) We choose some es pos sde he rego The resus are show Tabe z Tabe The error G( z z) G ( z z) The 3D po of he surface of G ( ) z z s show (Fgure 3) z ad z Fgure 3 The 3D po of Gree s fuco for Exampe Exampe I Exampe we cosder a Eprochod as show (Fgure 4) The boudary of hs rego s parameerzed by he fuco Fgure The es rego Ω for Exampe : ( ) e pe : ( ) qe The exac Gree s fuco of hs rego s gve by Log e G( z z) Log Log Log e cos wh p3333 q z 75 z z ad z

6 54 S Zuaha Aspo e a / Jura Teoog (Sceces & Egeerg) 7: (4) u( z) z u( ) z (6) Fgure 4 The es rego Ω for Exampe The 3D po of he surface of G ( ) z z s show (Fgure 5) o ha rego by meas of sovg a egra equao umercay usg Nysröm mehod wh he rapezoda rue Oce we go he souo uz () he Gree s fuco of ca be compued by usg he formua G ( z z) u( z) z z (6) The umerca exampe usraes ha he proposed mehod ca be used o produce approxmaos of hgh accuracy Acowedgeme Ths wor was suppored par by he aaysa sry of Hgher Educao (OHE) hrough he Research aageme Cere (RC) Uvers Teoog aaysa (GUPQJ3564H6) Refereces Fgure 5 The 3D po of Gree s fuco for Exampe 6 CONCLUSION Ths sudy has preseed a mehod for compug he Gree s fuco o douby coeced regos by usg a ew approach based o boudary egra equao wh geerazed Neuma ere The dea for compug he Gree s fuco o s o sove he Drche probem [] QH Q 7 Gree s Fuco ad Boudary Eemes of ufed aeras Esever Scece [] P Herc 986 Apped ad Compuaoa Compex Aayss New Yor: Joh Wey 3: 55 7 [3] D Crowdy J arsha 7 IA J App ah 7: 78 3 [4] R Wegma S Nasser 8 J Compu App ah 4: [5] S Nasser A H urd Isma E A Aeay J App ah ad Comp 7: [6] A Aagee Iegra Equao Approach for Compug Gree s Fuco o Smpy Coeced Regos Sc Dsserao Uvers Teoog aaysa Suda [7] K E Aso 997 The Numerca Souo of Iegra Equaos of he Secod Kd Cambrdge: Cambrdge Uversy Press [8] L V Ahfors 979 Compex Aayss Ieraoa Sude Edo Sgapore: cgraw-h [9] S Nasser 9 SIA J Sc Compu 3: [] S Nasser 9 Compu ehods Fuc Theor 9: 7 43 [] J Hesg R Oaa 8 J Compu Physcs 7: 899 9

Optimality of Distributed Control for n n Hyperbolic Systems with an Infinite Number of Variables

Optimality of Distributed Control for n n Hyperbolic Systems with an Infinite Number of Variables Advaces Pure Mahemacs 3 3 598-68 hp://dxdoorg/436/apm33677 Pubshed Oe Sepember 3 (hp://wwwscrporg/joura/apm) Opmay of Dsrbued Coro for Hyperboc Sysems wh a Ife Number of Varabes Aham Hasa amo Deparme of

More information

Reliability Equivalence of a Parallel System with Non-Identical Components

Reliability Equivalence of a Parallel System with Non-Identical Components Ieraoa Mahemaca Forum 3 8 o. 34 693-7 Reaby Equvaece of a Parae Syem wh No-Ideca ompoe M. Moaer ad mmar M. Sarha Deparme of Sac & O.R. oege of Scece Kg Saud Uvery P.O.ox 455 Ryadh 45 Saud raba aarha@yahoo.com

More information

National Conference on Recent Trends in Synthesis and Characterization of Futuristic Material in Science for the Development of Society

National Conference on Recent Trends in Synthesis and Characterization of Futuristic Material in Science for the Development of Society ABSTRACT Naoa Coferece o Rece Tred Syhe ad Characerzao of Fuurc Maera Scece for he Deveome of Socey (NCRDAMDS-208) I aocao wh Ieraoa Joura of Scefc Reearch Scece ad Techoogy Some New Iegra Reao of I- Fuco

More information

The Mean Residual Lifetime of (n k + 1)-out-of-n Systems in Discrete Setting

The Mean Residual Lifetime of (n k + 1)-out-of-n Systems in Discrete Setting Appled Mahemacs 4 5 466-477 Publshed Ole February 4 (hp//wwwscrporg/oural/am hp//dxdoorg/436/am45346 The Mea Resdual Lfeme of ( + -ou-of- Sysems Dscree Seg Maryam Torab Sahboom Deparme of Sascs Scece ad

More information

Mixed Integral Equation of Contact Problem in Position and Time

Mixed Integral Equation of Contact Problem in Position and Time Ieraoal Joural of Basc & Appled Sceces IJBAS-IJENS Vol: No: 3 ed Iegral Equao of Coac Problem Poso ad me. A. Abdou S. J. oaquel Deparme of ahemacs Faculy of Educao Aleadra Uversy Egyp Deparme of ahemacs

More information

Solution of Impulsive Differential Equations with Boundary Conditions in Terms of Integral Equations

Solution of Impulsive Differential Equations with Boundary Conditions in Terms of Integral Equations Joural of aheacs ad copuer Scece (4 39-38 Soluo of Ipulsve Dffereal Equaos wh Boudary Codos Ters of Iegral Equaos Arcle hsory: Receved Ocober 3 Acceped February 4 Avalable ole July 4 ohse Rabba Depare

More information

VARIATIONAL ITERATION METHOD FOR DELAY DIFFERENTIAL-ALGEBRAIC EQUATIONS. Hunan , China,

VARIATIONAL ITERATION METHOD FOR DELAY DIFFERENTIAL-ALGEBRAIC EQUATIONS. Hunan , China, Mahemacal ad Compuaoal Applcaos Vol. 5 No. 5 pp. 834-839. Assocao for Scefc Research VARIATIONAL ITERATION METHOD FOR DELAY DIFFERENTIAL-ALGEBRAIC EQUATIONS Hoglag Lu Aguo Xao Yogxag Zhao School of Mahemacs

More information

(1) Cov(, ) E[( E( ))( E( ))]

(1) Cov(, ) E[( E( ))( E( ))] Impac of Auocorrelao o OLS Esmaes ECON 3033/Evas Cosder a smple bvarae me-seres model of he form: y 0 x The four key assumpos abou ε hs model are ) E(ε ) = E[ε x ]=0 ) Var(ε ) =Var(ε x ) = ) Cov(ε, ε )

More information

Fourth Order Runge-Kutta Method Based On Geometric Mean for Hybrid Fuzzy Initial Value Problems

Fourth Order Runge-Kutta Method Based On Geometric Mean for Hybrid Fuzzy Initial Value Problems IOSR Joural of Mahemacs (IOSR-JM) e-issn: 2278-5728, p-issn: 29-765X. Volume, Issue 2 Ver. II (Mar. - Apr. 27), PP 4-5 www.osrjourals.org Fourh Order Ruge-Kua Mehod Based O Geomerc Mea for Hybrd Fuzzy

More information

QR factorization. Let P 1, P 2, P n-1, be matrices such that Pn 1Pn 2... PPA

QR factorization. Let P 1, P 2, P n-1, be matrices such that Pn 1Pn 2... PPA QR facorzao Ay x real marx ca be wre as AQR, where Q s orhogoal ad R s upper ragular. To oba Q ad R, we use he Householder rasformao as follows: Le P, P, P -, be marces such ha P P... PPA ( R s upper ragular.

More information

FORCED VIBRATION of MDOF SYSTEMS

FORCED VIBRATION of MDOF SYSTEMS FORCED VIBRAION of DOF SSES he respose of a N DOF sysem s govered by he marx equao of moo: ] u C] u K] u 1 h al codos u u0 ad u u 0. hs marx equao of moo represes a sysem of N smulaeous equaos u ad s me

More information

14. Poisson Processes

14. Poisson Processes 4. Posso Processes I Lecure 4 we roduced Posso arrvals as he lmg behavor of Bomal radom varables. Refer o Posso approxmao of Bomal radom varables. From he dscusso here see 4-6-4-8 Lecure 4 " arrvals occur

More information

Parameters Estimation in a General Failure Rate Semi-Markov Reliability Model

Parameters Estimation in a General Failure Rate Semi-Markov Reliability Model Joura of Saca Theory ad Appcao Vo. No. (Sepember ) - Parameer Emao a Geera Faure Rae Sem-Marov Reaby Mode M. Fahzadeh ad K. Khorhda Deparme of Sac Facuy of Mahemaca Scece Va-e-Ar Uvery of Rafaja Rafaja

More information

The Linear Regression Of Weighted Segments

The Linear Regression Of Weighted Segments The Lear Regresso Of Weghed Segmes George Dael Maeescu Absrac. We proposed a regresso model where he depede varable s made o up of pos bu segmes. Ths suao correspods o he markes hroughou he da are observed

More information

Key words: Fractional difference equation, oscillatory solutions,

Key words: Fractional difference equation, oscillatory solutions, OSCILLATION PROPERTIES OF SOLUTIONS OF FRACTIONAL DIFFERENCE EQUATIONS Musafa BAYRAM * ad Ayd SECER * Deparme of Compuer Egeerg, Isabul Gelsm Uversy Deparme of Mahemacal Egeerg, Yldz Techcal Uversy * Correspodg

More information

Real-Time Systems. Example: scheduling using EDF. Feasibility analysis for EDF. Example: scheduling using EDF

Real-Time Systems. Example: scheduling using EDF. Feasibility analysis for EDF. Example: scheduling using EDF EDA/DIT6 Real-Tme Sysems, Chalmers/GU, 0/0 ecure # Updaed February, 0 Real-Tme Sysems Specfcao Problem: Assume a sysem wh asks accordg o he fgure below The mg properes of he asks are gve he able Ivesgae

More information

Reliability and Sensitivity Analysis of a System with Warm Standbys and a Repairable Service Station

Reliability and Sensitivity Analysis of a System with Warm Standbys and a Repairable Service Station Ieraoa Joura of Operaos Research Vo. 1, No. 1, 61 7 (4) Reaby ad Sesvy Aayss of a Sysem wh Warm Sadbys ad a Reparabe Servce Sao Kuo-Hsug Wag, u-ju a, ad Jyh-B Ke Deparme of Apped Mahemacs, Naoa Chug-Hsg

More information

Asymptotic Behavior of Solutions of Nonlinear Delay Differential Equations With Impulse

Asymptotic Behavior of Solutions of Nonlinear Delay Differential Equations With Impulse P a g e Vol Issue7Ver,oveber Global Joural of Scece Froer Research Asypoc Behavor of Soluos of olear Delay Dffereal Equaos Wh Ipulse Zhag xog GJSFR Classfcao - F FOR 3 Absrac Ths paper sudes he asypoc

More information

Abstract. 1. Introduction

Abstract. 1. Introduction Joura of Mathematca Sceces: Advaces ad Appcatos Voume 4 umber 2 2 Pages 33-34 COVERGECE OF HE PROJECO YPE SHKAWA ERAO PROCESS WH ERRORS FOR A FE FAMY OF OSEF -ASYMPOCAY QUAS-OEXPASVE MAPPGS HUA QU ad S-SHEG

More information

AML710 CAD LECTURE 12 CUBIC SPLINE CURVES. Cubic Splines Matrix formulation Normalised cubic splines Alternate end conditions Parabolic blending

AML710 CAD LECTURE 12 CUBIC SPLINE CURVES. Cubic Splines Matrix formulation Normalised cubic splines Alternate end conditions Parabolic blending CUIC SLINE CURVES Cubc Sples Marx formulao Normalsed cubc sples Alerae ed codos arabolc bledg AML7 CAD LECTURE CUIC SLINE The ame sple comes from he physcal srume sple drafsme use o produce curves A geeral

More information

Quantum Mechanics II Lecture 11 Time-dependent perturbation theory. Time-dependent perturbation theory (degenerate or non-degenerate starting state)

Quantum Mechanics II Lecture 11 Time-dependent perturbation theory. Time-dependent perturbation theory (degenerate or non-degenerate starting state) Pro. O. B. Wrgh, Auum Quaum Mechacs II Lecure Tme-depede perurbao heory Tme-depede perurbao heory (degeerae or o-degeerae sarg sae) Cosder a sgle parcle whch, s uperurbed codo wh Hamloa H, ca exs a superposo

More information

Chapter 1 - Free Vibration of Multi-Degree-of-Freedom Systems - I

Chapter 1 - Free Vibration of Multi-Degree-of-Freedom Systems - I CEE49b Chaper - Free Vbrao of M-Degree-of-Freedo Syses - I Free Udaped Vbrao The basc ype of respose of -degree-of-freedo syses s free daped vbrao Aaogos o sge degree of freedo syses he aayss of free vbrao

More information

Least squares and motion. Nuno Vasconcelos ECE Department, UCSD

Least squares and motion. Nuno Vasconcelos ECE Department, UCSD Leas squares ad moo uo Vascocelos ECE Deparme UCSD Pla for oda oda we wll dscuss moo esmao hs s eresg wo was moo s ver useful as a cue for recogo segmeao compresso ec. s a grea eample of leas squares problem

More information

Fully Fuzzy Linear Systems Solving Using MOLP

Fully Fuzzy Linear Systems Solving Using MOLP World Appled Sceces Joural 12 (12): 2268-2273, 2011 ISSN 1818-4952 IDOSI Publcaos, 2011 Fully Fuzzy Lear Sysems Solvg Usg MOLP Tofgh Allahvraloo ad Nasser Mkaelvad Deparme of Mahemacs, Islamc Azad Uversy,

More information

Novel Bounds for Solutions of Nonlinear Differential Equations

Novel Bounds for Solutions of Nonlinear Differential Equations Appe Mahemacs, 5, 6, 8-94 Pubshe Oe Jauary 5 ScRes. hp://www.scrp.org/joura/am hp://.o.org/.436/am.5.68 Nove Bous for Souos of Noear Dfferea Equaos A. A. Maryyu S.P. Tmosheo Isue of Mechacs of NAS of Urae,

More information

Some Probability Inequalities for Quadratic Forms of Negatively Dependent Subgaussian Random Variables

Some Probability Inequalities for Quadratic Forms of Negatively Dependent Subgaussian Random Variables Joural of Sceces Islamc epublc of Ira 6(: 63-67 (005 Uvers of ehra ISSN 06-04 hp://scecesuacr Some Probabl Iequales for Quadrac Forms of Negavel Depede Subgaussa adom Varables M Am A ozorga ad H Zare 3

More information

The algebraic immunity of a class of correlation immune H Boolean functions

The algebraic immunity of a class of correlation immune H Boolean functions Ieraoal Coferece o Advaced Elecroc Scece ad Techology (AEST 06) The algebrac mmuy of a class of correlao mmue H Boolea fucos a Jgla Huag ad Zhuo Wag School of Elecrcal Egeerg Norhwes Uversy for Naoales

More information

Determination of Antoine Equation Parameters. December 4, 2012 PreFEED Corporation Yoshio Kumagae. Introduction

Determination of Antoine Equation Parameters. December 4, 2012 PreFEED Corporation Yoshio Kumagae. Introduction refeed Soluos for R&D o Desg Deermao of oe Equao arameers Soluos for R&D o Desg December 4, 0 refeed orporao Yosho Kumagae refeed Iroduco hyscal propery daa s exremely mpora for performg process desg ad

More information

Explicit Representation of Green s Function for Linear Fractional. Differential Operator with Variable Coefficients

Explicit Representation of Green s Function for Linear Fractional. Differential Operator with Variable Coefficients KSU-MH--E-R-: Verso 3 Epc Represeo of Gree s uco for er rco ffere Operor w Vrbe Coeffces Mog-H K d Hog-Co O cu of Mecs K Sug Uvers Pogg P R Kore Correspodg uor e-: oogco@ooco bsrc We provde epc represeos

More information

Probability Bracket Notation and Probability Modeling. Xing M. Wang Sherman Visual Lab, Sunnyvale, CA 94087, USA. Abstract

Probability Bracket Notation and Probability Modeling. Xing M. Wang Sherman Visual Lab, Sunnyvale, CA 94087, USA. Abstract Probably Bracke Noao ad Probably Modelg Xg M. Wag Sherma Vsual Lab, Suyvale, CA 94087, USA Absrac Ispred by he Drac oao, a ew se of symbols, he Probably Bracke Noao (PBN) s proposed for probably modelg.

More information

Optimal Eye Movement Strategies in Visual Search (Supplement)

Optimal Eye Movement Strategies in Visual Search (Supplement) Opmal Eye Moveme Sraeges Vsual Search (Suppleme) Jr Naemk ad Wlso S. Gesler Ceer for Percepual Sysems ad Deparme of Psychology, Uversy of exas a Aus, Aus X 787 Here we derve he deal searcher for he case

More information

Available online Journal of Scientific and Engineering Research, 2014, 1(1): Research Article

Available online  Journal of Scientific and Engineering Research, 2014, 1(1): Research Article Avalable ole wwwjsaercom Joural o Scec ad Egeerg Research, 0, ():0-9 Research Arcle ISSN: 39-630 CODEN(USA): JSERBR NEW INFORMATION INEUALITIES ON DIFFERENCE OF GENERALIZED DIVERGENCES AND ITS APPLICATION

More information

Moments of Order Statistics from Nonidentically Distributed Three Parameters Beta typei and Erlang Truncated Exponential Variables

Moments of Order Statistics from Nonidentically Distributed Three Parameters Beta typei and Erlang Truncated Exponential Variables Joural of Mahemacs ad Sascs 6 (4): 442-448, 200 SSN 549-3644 200 Scece Publcaos Momes of Order Sascs from Nodecally Dsrbued Three Parameers Bea ype ad Erlag Trucaed Expoeal Varables A.A. Jamoom ad Z.A.

More information

Midterm Exam. Tuesday, September hour, 15 minutes

Midterm Exam. Tuesday, September hour, 15 minutes Ecoomcs of Growh, ECON560 Sa Fracsco Sae Uvers Mchael Bar Fall 203 Mderm Exam Tuesda, Sepember 24 hour, 5 mues Name: Isrucos. Ths s closed boo, closed oes exam. 2. No calculaors of a d are allowed. 3.

More information

AN IMMERSED BOUNDARY METHOD WITH FEEDBACK FORCING FOR SIMULATION OF FLOW AROUND AN ARBITRARILY MOVING BODY

AN IMMERSED BOUNDARY METHOD WITH FEEDBACK FORCING FOR SIMULATION OF FLOW AROUND AN ARBITRARILY MOVING BODY 7- Augus, 7, Daejeo, KOREA A IMMERSED BOUDARY METHOD WITH EEDBACK ORCIG OR SIMUATIO O OW AROUD A ARBITRARIY MOVIG BODY S. J. Sh, W. -. Huag, H. J. Sug Deparme o Mechaca Egeerg, Korea Advaced Isue o Scece

More information

The Bernstein Operational Matrix of Integration

The Bernstein Operational Matrix of Integration Appled Mahemacal Sceces, Vol. 3, 29, o. 49, 2427-2436 he Berse Operaoal Marx of Iegrao Am K. Sgh, Vee K. Sgh, Om P. Sgh Deparme of Appled Mahemacs Isue of echology, Baaras Hdu Uversy Varaas -225, Ida Asrac

More information

Solving fuzzy linear programming problems with piecewise linear membership functions by the determination of a crisp maximizing decision

Solving fuzzy linear programming problems with piecewise linear membership functions by the determination of a crisp maximizing decision Frs Jo Cogress o Fuzzy ad Iellge Sysems Ferdows Uversy of Mashhad Ira 9-3 Aug 7 Iellge Sysems Scefc Socey of Ira Solvg fuzzy lear programmg problems wh pecewse lear membershp fucos by he deermao of a crsp

More information

The Poisson Process Properties of the Poisson Process

The Poisson Process Properties of the Poisson Process Posso Processes Summary The Posso Process Properes of he Posso Process Ierarrval mes Memoryless propery ad he resdual lfeme paradox Superposo of Posso processes Radom seleco of Posso Pos Bulk Arrvals ad

More information

4. THE DENSITY MATRIX

4. THE DENSITY MATRIX 4. THE DENSTY MATRX The desy marx or desy operaor s a alerae represeao of he sae of a quaum sysem for whch we have prevously used he wavefuco. Alhough descrbg a quaum sysem wh he desy marx s equvale o

More information

Efficient Estimators for Population Variance using Auxiliary Information

Efficient Estimators for Population Variance using Auxiliary Information Global Joural of Mahemacal cece: Theor ad Praccal. IN 97-3 Volume 3, Number (), pp. 39-37 Ieraoal Reearch Publcao Houe hp://www.rphoue.com Effce Emaor for Populao Varace ug Aular Iformao ubhah Kumar Yadav

More information

The ray paths and travel times for multiple layers can be computed using ray-tracing, as demonstrated in Lab 3.

The ray paths and travel times for multiple layers can be computed using ray-tracing, as demonstrated in Lab 3. C. Trael me cures for mulple reflecors The ray pahs ad rael mes for mulple layers ca be compued usg ray-racg, as demosraed Lab. MATLAB scrp reflec_layers_.m performs smple ray racg. (m) ref(ms) ref(ms)

More information

A Second Kind Chebyshev Polynomial Approach for the Wave Equation Subject to an Integral Conservation Condition

A Second Kind Chebyshev Polynomial Approach for the Wave Equation Subject to an Integral Conservation Condition SSN 76-7659 Eglad K Joural of forao ad Copug Scece Vol 7 No 3 pp 63-7 A Secod Kd Chebyshev olyoal Approach for he Wave Equao Subec o a egral Coservao Codo Soayeh Nea ad Yadollah rdokha Depare of aheacs

More information

Bianchi Type II Stiff Fluid Tilted Cosmological Model in General Relativity

Bianchi Type II Stiff Fluid Tilted Cosmological Model in General Relativity Ieraoal Joural of Mahemacs esearch. IN 0976-50 Volume 6, Number (0), pp. 6-7 Ieraoal esearch Publcao House hp://www.rphouse.com Bach ype II ff Flud led Cosmologcal Model Geeral elay B. L. Meea Deparme

More information

Least Squares Fitting (LSQF) with a complicated function Theexampleswehavelookedatsofarhavebeenlinearintheparameters

Least Squares Fitting (LSQF) with a complicated function Theexampleswehavelookedatsofarhavebeenlinearintheparameters Leas Squares Fg LSQF wh a complcaed fuco Theeampleswehavelookedasofarhavebeelearheparameers ha we have bee rg o deerme e.g. slope, ercep. For he case where he fuco s lear he parameers we ca fd a aalc soluo

More information

Comparison of the Bayesian and Maximum Likelihood Estimation for Weibull Distribution

Comparison of the Bayesian and Maximum Likelihood Estimation for Weibull Distribution Joural of Mahemacs ad Sascs 6 (2): 1-14, 21 ISSN 1549-3644 21 Scece Publcaos Comarso of he Bayesa ad Maxmum Lkelhood Esmao for Webull Dsrbuo Al Omar Mohammed Ahmed, Hadeel Salm Al-Kuub ad Noor Akma Ibrahm

More information

Integral Equations and their Relationship to Differential Equations with Initial Conditions

Integral Equations and their Relationship to Differential Equations with Initial Conditions Scece Refleco SR Vol 6 wwwscecereflecocom Geerl Leers Mhemcs GLM 6 3-3 Geerl Leers Mhemcs GLM Wese: hp://wwwscecereflecocom/geerl-leers--mhemcs/ Geerl Leers Mhemcs Scece Refleco Iegrl Equos d her Reloshp

More information

For the plane motion of a rigid body, an additional equation is needed to specify the state of rotation of the body.

For the plane motion of a rigid body, an additional equation is needed to specify the state of rotation of the body. The kecs of rgd bodes reas he relaoshps bewee he exeral forces acg o a body ad he correspodg raslaoal ad roaoal moos of he body. he kecs of he parcle, we foud ha wo force equaos of moo were requred o defe

More information

Exact Solutions of Axially Symmetric Bianchi Type-I Cosmological Model in Lyra Geometry

Exact Solutions of Axially Symmetric Bianchi Type-I Cosmological Model in Lyra Geometry IOSR Joura of ed Physcs (IOSR-JP) e-issn: 78-86. Voume 5, Issue 6 (Ja. ), PP -5 ac Souos of ay Symmerc ach Tye-I Cosmooca Mode Lyra Geomery. sar, M. sar earme of Mahemacs, Norh-aser H Uversy, Permae Camus,

More information

Cyclone. Anti-cyclone

Cyclone. Anti-cyclone Adveco Cycloe A-cycloe Lorez (963) Low dmesoal aracors. Uclear f hey are a good aalogy o he rue clmae sysem, bu hey have some appealg characerscs. Dscusso Is he al codo balaced? Is here a al adjusme

More information

Multi-Period Portfolio Selection with No-Shorting Constraints: Duality Analysis

Multi-Period Portfolio Selection with No-Shorting Constraints: Duality Analysis Joura of Maheaca Face 7 7 75-768 hp://wwwscrporg/oura/f ISSN Oe: 6-44 ISSN Pr: 6-434 Mu-Perod Porfoo Seeco wh No-Shorg Cosras: Duay Aayss Ju Q La Y Maagee Schoo Ja Uversy Guagzhou Cha How o ce hs paper:

More information

Continuous Indexed Variable Systems

Continuous Indexed Variable Systems Ieraoal Joural o Compuaoal cece ad Mahemacs. IN 0974-389 Volume 3, Number 4 (20), pp. 40-409 Ieraoal Research Publcao House hp://www.rphouse.com Couous Idexed Varable ysems. Pouhassa ad F. Mohammad ghjeh

More information

The Properties of Probability of Normal Chain

The Properties of Probability of Normal Chain I. J. Coep. Mah. Sceces Vol. 8 23 o. 9 433-439 HIKARI Ld www.-hkar.co The Properes of Proaly of Noral Cha L Che School of Maheacs ad Sascs Zheghou Noral Uversy Zheghou Cy Hea Provce 4544 Cha cluu6697@sa.co

More information

Multiphase Flow Simulation Based on Unstructured Grid

Multiphase Flow Simulation Based on Unstructured Grid 200 Tuoral School o Flud Dyamcs: Topcs Turbulece Uversy of Marylad, May 24-28, 200 Oule Bacgroud Mulphase Flow Smulao Based o Usrucured Grd Bubble Pacg Mehod mehod Based o he Usrucured Grd Remar B CHEN,

More information

θ = θ Π Π Parametric counting process models θ θ θ Log-likelihood: Consider counting processes: Score functions:

θ = θ Π Π Parametric counting process models θ θ θ Log-likelihood: Consider counting processes: Score functions: Paramerc coug process models Cosder coug processes: N,,..., ha cou he occurreces of a eve of eres for dvduals Iesy processes: Lelhood λ ( ;,,..., N { } λ < Log-lelhood: l( log L( Score fucos: U ( l( log

More information

A Constitutive Model for Multi-Line Simulation of Granular Material Behavior Using Multi-Plane Pattern

A Constitutive Model for Multi-Line Simulation of Granular Material Behavior Using Multi-Plane Pattern Joural of Compuer Scece 5 (): 8-80, 009 ISSN 549-009 Scece Publcaos A Cosuve Model for Mul-Le Smulao of Graular Maeral Behavor Usg Mul-Plae Paer S.A. Sadread, A. Saed Darya ad M. Zae KN Toos Uversy of

More information

A note on Turán number Tk ( 1, kn, )

A note on Turán number Tk ( 1, kn, ) A oe o Turá umber T (,, ) L A-Pg Beg 00085, P.R. Cha apl000@sa.com Absrac: Turá umber s oe of prmary opcs he combaorcs of fe ses, hs paper, we wll prese a ew upper boud for Turá umber T (,, ). . Iroduco

More information

ASYMPTOTIC HOMOGENIZATION MODELING OF MAGNETO-ELECTRIC SMART COMPOSITES

ASYMPTOTIC HOMOGENIZATION MODELING OF MAGNETO-ELECTRIC SMART COMPOSITES THE 9 TH INTERNATIONAL CONFERENCE ON COMPOSITE MATERIALS ASMPTOTIC HOMOGENIZATION MODELING OF MAGNETO-ELECTRIC SMART COMPOSITES D. A. Hadoz, A. L. Kaamarov 2*, S. Joh, A.V. Georgades, 3 Deparme of Mechaca

More information

On Metric Dimension of Two Constructed Families from Antiprism Graph

On Metric Dimension of Two Constructed Families from Antiprism Graph Mah S Le 2, No, -7 203) Mahemaal Sees Leers A Ieraoal Joural @ 203 NSP Naural Sees Publhg Cor O Mer Dmeso of Two Cosrued Famles from Aprm Graph M Al,2, G Al,2 ad M T Rahm 2 Cere for Mahemaal Imagg Tehques

More information

Partial Molar Properties of solutions

Partial Molar Properties of solutions Paral Molar Properes of soluos A soluo s a homogeeous mxure; ha s, a soluo s a oephase sysem wh more ha oe compoe. A homogeeous mxures of wo or more compoes he gas, lqud or sold phase The properes of a

More information

A Remark on Generalized Free Subgroups. of Generalized HNN Groups

A Remark on Generalized Free Subgroups. of Generalized HNN Groups Ieraoal Mahemacal Forum 5 200 o 503-509 A Remar o Geeralzed Free Subroup o Geeralzed HNN Group R M S Mahmood Al Ho Uvery Abu Dhab POBo 526 UAE raheedmm@yahoocom Abrac A roup ermed eeralzed ree roup a ree

More information

FALL HOMEWORK NO. 6 - SOLUTION Problem 1.: Use the Storage-Indication Method to route the Input hydrograph tabulated below.

FALL HOMEWORK NO. 6 - SOLUTION Problem 1.: Use the Storage-Indication Method to route the Input hydrograph tabulated below. Jorge A. Ramírez HOMEWORK NO. 6 - SOLUTION Problem 1.: Use he Sorage-Idcao Mehod o roue he Ipu hydrograph abulaed below. Tme (h) Ipu Hydrograph (m 3 /s) Tme (h) Ipu Hydrograph (m 3 /s) 0 0 90 450 6 50

More information

Continuous Time Markov Chains

Continuous Time Markov Chains Couous me Markov chas have seay sae probably soluos f a oly f hey are ergoc, us lke scree me Markov chas. Fg he seay sae probably vecor for a couous me Markov cha s o more ffcul ha s he scree me case,

More information

BEM COMPARATIVE ANALYSIS OF DYNAMIC RESPONSES OF POROVISCOELASTIC MEDIA USING VISCOELASTIC MODEL

BEM COMPARATIVE ANALYSIS OF DYNAMIC RESPONSES OF POROVISCOELASTIC MEDIA USING VISCOELASTIC MODEL Proceedg o he 7h Ieraoa Coerece o Mechac ad Maera Deg Abuera/Poruga -5 Jue 7. Edor J.. Sva ome ad S.A. Megud. Pub. INEI/EUP 7 PAPER RE: 6957 BEM COMPARATIVE ANALYSIS O DYNAMIC RESPONSES O POROVISCOELASTIC

More information

-distributed random variables consisting of n samples each. Determine the asymptotic confidence intervals for

-distributed random variables consisting of n samples each. Determine the asymptotic confidence intervals for Assgme Sepha Brumme Ocober 8h, 003 9 h semeser, 70544 PREFACE I 004, I ed o sped wo semesers o a sudy abroad as a posgraduae exchage sude a he Uversy of Techology Sydey, Ausrala. Each opporuy o ehace my

More information

Available online at ScienceDirect. Procedia CIRP 63 (2017 ) The 50th CIRP Conference on Manufacturing Systems

Available online at   ScienceDirect. Procedia CIRP 63 (2017 ) The 50th CIRP Conference on Manufacturing Systems Avaabe oe a www.scecedrec.com SceceDrec Proceda CIRP 63 (27 ) 242 247 The 5h CIRP Coferece o aufacur Sysems Reaby easureme for usae aufacur Sysems wh Faure Ieraco Lyu Xu a, *, Yahao Che a, Fore Brad a,

More information

An Exact Solution for the Differential Equation. Governing the Lateral Motion of Thin Plates. Subjected to Lateral and In-Plane Loadings

An Exact Solution for the Differential Equation. Governing the Lateral Motion of Thin Plates. Subjected to Lateral and In-Plane Loadings Appled Mahemacal Sceces, Vol., 8, o. 34, 665-678 A Eac Soluo for he Dffereal Equao Goverg he Laeral Moo of Th Plaes Subjeced o Laeral ad I-Plae Loadgs A. Karmpour ad D.D. Gaj Mazadara Uvers Deparme of

More information

Interval Estimation. Consider a random variable X with a mean of X. Let X be distributed as X X

Interval Estimation. Consider a random variable X with a mean of X. Let X be distributed as X X ECON 37: Ecoomercs Hypohess Tesg Iervl Esmo Wh we hve doe so fr s o udersd how we c ob esmors of ecoomcs reloshp we wsh o sudy. The queso s how comforble re we wh our esmors? We frs exme how o produce

More information

Input-to-state stability of switched nonlinear systems

Input-to-state stability of switched nonlinear systems Scece Cha Seres F: Iforao Sceces 28 SCIENCE IN CHINA PRESS Sprer www.sccha.co fo.sccha.co www.sprerk.co Ipu-o-sae saby of swched oear syses FENG We,2 & ZHANG JFe 2 Coee of Iforao Sceces ad Eeer, Shado

More information

RATIO ESTIMATORS USING CHARACTERISTICS OF POISSON DISTRIBUTION WITH APPLICATION TO EARTHQUAKE DATA

RATIO ESTIMATORS USING CHARACTERISTICS OF POISSON DISTRIBUTION WITH APPLICATION TO EARTHQUAKE DATA The 7 h Ieraoal as of Sascs ad Ecoomcs Prague Sepember 9-0 Absrac RATIO ESTIMATORS USING HARATERISTIS OF POISSON ISTRIBUTION WITH APPLIATION TO EARTHQUAKE ATA Gamze Özel Naural pulaos bolog geecs educao

More information

Upper Bound For Matrix Operators On Some Sequence Spaces

Upper Bound For Matrix Operators On Some Sequence Spaces Suama Uer Bou formar Oeraors Uer Bou For Mar Oeraors O Some Sequece Saces Suama Dearme of Mahemacs Gaah Maa Uersy Yogyaara 558 INDONESIA Emal: suama@ugmac masomo@yahoocom Isar D alam aer aa susa masalah

More information

Laplace Transform. Definition of Laplace Transform: f(t) that satisfies The Laplace transform of f(t) is defined as.

Laplace Transform. Definition of Laplace Transform: f(t) that satisfies The Laplace transform of f(t) is defined as. Lplce Trfor The Lplce Trfor oe of he hecl ool for olvg ordry ler dfferel equo. - The hoogeeou equo d he prculr Iegrl re olved oe opero. - The Lplce rfor cover he ODE o lgerc eq. σ j ple do. I he pole o

More information

Pricing Asian Options with Fourier Convolution

Pricing Asian Options with Fourier Convolution Prcg Asa Opos wh Fourer Covoluo Cheg-Hsug Shu Deparme of Compuer Scece ad Iformao Egeerg Naoal Tawa Uversy Coes. Iroduco. Backgroud 3. The Fourer Covoluo Mehod 3. Seward ad Hodges facorzao 3. Re-ceerg

More information

General Complex Fuzzy Transformation Semigroups in Automata

General Complex Fuzzy Transformation Semigroups in Automata Joural of Advaces Compuer Research Quarerly pissn: 345-606x eissn: 345-6078 Sar Brach Islamc Azad Uversy Sar IRIra Vol 7 No May 06 Pages: 7-37 wwwacrausaracr Geeral Complex uzzy Trasformao Semgroups Auomaa

More information

The MacWilliams Identity of the Linear Codes over the Ring F p +uf p +vf p +uvf p

The MacWilliams Identity of the Linear Codes over the Ring F p +uf p +vf p +uvf p Reearch Joural of Aled Scece Eeer ad Techoloy (6): 28-282 22 ISSN: 2-6 Maxwell Scefc Orazao 22 Submed: March 26 22 Acceed: Arl 22 Publhed: Auu 5 22 The MacWllam Idey of he Lear ode over he R F +uf +vf

More information

Cyclically Interval Total Colorings of Cycles and Middle Graphs of Cycles

Cyclically Interval Total Colorings of Cycles and Middle Graphs of Cycles Ope Joural of Dsree Mahemas 2017 7 200-217 hp://wwwsrporg/joural/ojdm ISSN Ole: 2161-7643 ISSN Pr: 2161-7635 Cylally Ierval Toal Colorgs of Cyles Mddle Graphs of Cyles Yogqag Zhao 1 Shju Su 2 1 Shool of

More information

Analog of the Method of Boundary Layer Function for the Solution of the Lighthill s Model Equation with the Regular Singular Point

Analog of the Method of Boundary Layer Function for the Solution of the Lighthill s Model Equation with the Regular Singular Point Aerca Joura of Maheacs a Sascs 3, 3(): 53-6 DOI: 593/as338 Aaog of he Meho of Bouary Layer Fuco for he Souo of he Lghh s Moe Equao wh he Reguar Sguar Po Kebay Ayuov Depare of Agebra a Geoery, Osh Sae Uversy,

More information

Convexity Preserving C 2 Rational Quadratic Trigonometric Spline

Convexity Preserving C 2 Rational Quadratic Trigonometric Spline Ieraoal Joural of Scefc a Researc Publcaos, Volume 3, Issue 3, Marc 3 ISSN 5-353 Covexy Preservg C Raoal Quarac Trgoomerc Sple Mrula Dube, Pree Twar Deparme of Maemacs a Compuer Scece, R. D. Uversy, Jabalpur,

More information

Complementary Tree Paired Domination in Graphs

Complementary Tree Paired Domination in Graphs IOSR Joural of Mahemacs (IOSR-JM) e-issn: 2278-5728, p-issn: 239-765X Volume 2, Issue 6 Ver II (Nov - Dec206), PP 26-3 wwwosrjouralsorg Complemeary Tree Pared Domao Graphs A Meeaksh, J Baskar Babujee 2

More information

Density estimation. Density estimations. CS 2750 Machine Learning. Lecture 5. Milos Hauskrecht 5329 Sennott Square

Density estimation. Density estimations. CS 2750 Machine Learning. Lecture 5. Milos Hauskrecht 5329 Sennott Square Lecure 5 esy esmao Mlos Hauskrec mlos@cs..edu 539 Seo Square esy esmaos ocs: esy esmao: Mamum lkelood ML Bayesa arameer esmaes M Beroull dsrbuo. Bomal dsrbuo Mulomal dsrbuo Normal dsrbuo Eoeal famly Noaramerc

More information

New approach for numerical solution of Fredholm integral equations system of the second kind by using an expansion method

New approach for numerical solution of Fredholm integral equations system of the second kind by using an expansion method Ieraoal Reearch Joural o Appled ad Bac Scece Avalable ole a wwwrabcom ISSN 5-88X / Vol : 8- Scece xplorer Publcao New approach or umercal oluo o Fredholm eral equao yem o he ecod d by u a expao mehod Nare

More information

Asymptotic Regional Boundary Observer in Distributed Parameter Systems via Sensors Structures

Asymptotic Regional Boundary Observer in Distributed Parameter Systems via Sensors Structures Sesors,, 37-5 sesors ISSN 44-8 by MDPI hp://www.mdp.e/sesors Asympoc Regoal Boudary Observer Dsrbued Parameer Sysems va Sesors Srucures Raheam Al-Saphory Sysems Theory Laboraory, Uversy of Perpga, 5, aveue

More information

Density estimation III.

Density estimation III. Lecure 4 esy esmao III. Mlos Hauskrec mlos@cs..edu 539 Seo Square Oule Oule: esy esmao: Mamum lkelood ML Bayesa arameer esmaes MP Beroull dsrbuo. Bomal dsrbuo Mulomal dsrbuo Normal dsrbuo Eoeal famly Eoeal

More information

Approximate Analytic Solution of (2+1) - Dimensional Zakharov-Kuznetsov(Zk) Equations Using Homotopy

Approximate Analytic Solution of (2+1) - Dimensional Zakharov-Kuznetsov(Zk) Equations Using Homotopy Arcle Inernaonal Journal of Modern Mahemacal Scences, 4, (): - Inernaonal Journal of Modern Mahemacal Scences Journal homepage: www.modernscenfcpress.com/journals/jmms.aspx ISSN: 66-86X Florda, USA Approxmae

More information

INTERNATIONAL JOURNAL OF ENGINEERING SCIENCES & RESEARCH TECHNOLOGY

INTERNATIONAL JOURNAL OF ENGINEERING SCIENCES & RESEARCH TECHNOLOGY [Mjuh, : Jury, 0] ISSN: -96 Scefc Jourl Impc Fcr: 9 ISRA, Impc Fcr: IJESRT INTERNATIONAL JOURNAL OF ENINEERIN SCIENCES & RESEARCH TECHNOLOY HAMILTONIAN LACEABILITY IN MIDDLE RAPHS Mjuh*, MurlR, B Shmukh

More information

International Journal of Scientific & Engineering Research, Volume 3, Issue 10, October ISSN

International Journal of Scientific & Engineering Research, Volume 3, Issue 10, October ISSN Ieraoal Joural of cefc & Egeerg Research, Volue, Issue 0, Ocober-0 The eady-ae oluo Of eral hael Wh Feedback Ad Reegg oeced Wh o-eral Queug Processes Wh Reegg Ad Balkg ayabr gh* ad Dr a gh** *Assoc Prof

More information

March 23, TiCC TR Generalized Residue Codes. Bulgarian Academy of Sciences, Bulgaria and. TiCC, Tilburg University

March 23, TiCC TR Generalized Residue Codes. Bulgarian Academy of Sciences, Bulgaria and. TiCC, Tilburg University Tburg cere for Creave Copug P.O. Bo 90 Tburg Uversy 000 LE Tburg, The Neherads hp://www.uv./cc Ea: cc@uv. Copyrgh S.M. Doduekov, A. Bojov ad A.J. va Zae 00. March, 00 TCC TR 00-00 Geerazed Resdue Codes

More information

Lecture 3 Topic 2: Distributions, hypothesis testing, and sample size determination

Lecture 3 Topic 2: Distributions, hypothesis testing, and sample size determination Lecure 3 Topc : Drbuo, hypohe eg, ad ample ze deermao The Sude - drbuo Coder a repeaed drawg of ample of ze from a ormal drbuo of mea. For each ample, compue,,, ad aoher ac,, where: The ac he devao of

More information

Other Topics in Kernel Method Statistical Inference with Reproducing Kernel Hilbert Space

Other Topics in Kernel Method Statistical Inference with Reproducing Kernel Hilbert Space Oher Topcs Kerel Mehod Sascal Iferece wh Reproducg Kerel Hlber Space Kej Fukumzu Isue of Sascal Mahemacs, ROIS Deparme of Sascal Scece, Graduae Uversy for Advaced Sudes Sepember 6, 008 / Sascal Learg Theory

More information

Solving Fuzzy Equations Using Neural Nets with a New Learning Algorithm

Solving Fuzzy Equations Using Neural Nets with a New Learning Algorithm Joural of Advaces Compuer Research Quarerly ISSN: 28-6148 Sar Brach, Islamc Azad Uversy, Sar, I.R.Ira (Vol. 3, No. 4, November 212), Pages: 33-45 www.jacr.ausar.ac.r Solvg Fuzzy Equaos Usg Neural Nes wh

More information

IMPROVED PORTFOLIO OPTIMIZATION MODEL WITH TRANSACTION COST AND MINIMAL TRANSACTION LOTS

IMPROVED PORTFOLIO OPTIMIZATION MODEL WITH TRANSACTION COST AND MINIMAL TRANSACTION LOTS Vol.7 No.4 (200) p73-78 Joural of Maageme Scece & Sascal Decso IMPROVED PORTFOLIO OPTIMIZATION MODEL WITH TRANSACTION COST AND MINIMAL TRANSACTION LOTS TIANXIANG YAO AND ZAIWU GONG College of Ecoomcs &

More information

Competitive Facility Location Problem with Demands Depending on the Facilities

Competitive Facility Location Problem with Demands Depending on the Facilities Aa Pacc Maageme Revew 4) 009) 5-5 Compeve Facl Locao Problem wh Demad Depedg o he Facle Shogo Shode a* Kuag-Yh Yeh b Hao-Chg Ha c a Facul of Bue Admrao Kobe Gau Uver Japa bc Urba Plag Deparme Naoal Cheg

More information

Mathematical Formulation

Mathematical Formulation Mahemacal Formulao The purpose of a fe fferece equao s o appromae he paral ffereal equao (PE) whle maag he physcal meag. Eample PE: p c k FEs are usually formulae by Taylor Seres Epaso abou a po a eglecg

More information

The Signal, Variable System, and Transformation: A Personal Perspective

The Signal, Variable System, and Transformation: A Personal Perspective The Sgal Varable Syem ad Traformao: A Peroal Perpecve Sherv Erfa 35 Eex Hall Faculy of Egeerg Oule Of he Talk Iroduco Mahemacal Repreeao of yem Operaor Calculu Traformao Obervao O Laplace Traform SSB A

More information

Chapter 8. Simple Linear Regression

Chapter 8. Simple Linear Regression Chaper 8. Smple Lear Regresso Regresso aalyss: regresso aalyss s a sascal mehodology o esmae he relaoshp of a respose varable o a se of predcor varable. whe here s jus oe predcor varable, we wll use smple

More information

Linear Regression Linear Regression with Shrinkage

Linear Regression Linear Regression with Shrinkage Lear Regresso Lear Regresso h Shrkage Iroduco Regresso meas predcg a couous (usuall scalar oupu from a vecor of couous pus (feaures x. Example: Predcg vehcle fuel effcec (mpg from 8 arbues: Lear Regresso

More information

Landé interval rule (assignment!) l examples

Landé interval rule (assignment!) l examples 36 - Read CTD, pp. 56-78 AT TIME: O H = ar s ζ(,, ) s adé terva rue (assgmet!) ζ(,, ) ζ exampes ζ (oe ζfor each - term) (oe ζfor etre cofgurato) evauate matrx eemets ater determata bass ad may-e M or M

More information

SOLUTION OF PARABOLA EQUATION BY USING REGULAR,BOUNDARY AND CORNER FUNCTIONS

SOLUTION OF PARABOLA EQUATION BY USING REGULAR,BOUNDARY AND CORNER FUNCTIONS SOLUTION OF PAABOLA EQUATION BY USING EGULA,BOUNDAY AND CONE FUNCTIONS Dr. Hayder Jabbar Abood, Dr. Ifchar Mdhar Talb Deparme of Mahemacs, College of Edcao, Babylo Uversy. Absrac:- we solve coverge seqece

More information

Some Identities Relating to Degenerate Bernoulli Polynomials

Some Identities Relating to Degenerate Bernoulli Polynomials Fioma 30:4 2016), 905 912 DOI 10.2298/FIL1604905K Pubishe by Facuy of Scieces a Mahemaics, Uiversiy of Niš, Serbia Avaiabe a: hp://www.pmf.i.ac.rs/fioma Some Ieiies Reaig o Degeerae Beroui Poyomias Taekyu

More information

Modified Integrated Multi-Point Approximation And GA Used In Truss Topology Optimization

Modified Integrated Multi-Point Approximation And GA Used In Truss Topology Optimization Joural of Muldscplary Egeerg Scece ad echology (JMES) Vol. 4 Issue 6, Jue - 2017 Modfed Iegraed Mul-Po Appromao Ad GA sed I russ opology Opmzao Adurahma M. Hasse 1, Mohammed A. Ha 2 Mechacal ad Idusral

More information

( 1)u + r2i. f (x2i+1 ) +

( 1)u + r2i. f (x2i+1 ) + Malaya Joural of Maemak, Vol. 6, No., 6-76, 08 hps://do.org/0.667/mjm060/00 Geeral soluo ad geeralzed Ulam - Hyers sably of r ype dmesoal quadrac-cubc fucoal equao radom ormed spaces: Drec ad fxed po mehods

More information