International Journal of Pure and Applied Sciences and Technology

Size: px
Start display at page:

Download "International Journal of Pure and Applied Sciences and Technology"

Transcription

1 In. J. Pue Appl. Sci. Technol., 4 (211, pp Inenaional Jounal of Pue and Applied Sciences and Technology ISS Available online a eseach Pape Opizaion of he Uiliy of a Sucual Model of he eand fo Muli-esinaion on-ok Tavel Using Maxu Enopy Mehod Kakali Kaaka (Su 1,* and Sana Kua Majude 2 1 epaen of Maheaic B.P.Podda Insiue of Manageen and Technology, Podda Viha,137,V.I.P. oad,kolkaa-52, es Bengal, India. 2 epaen of Maheaic Bengal Engineeing and Science Univesiy, Shibpu, Howah-71113, es Bengal, India. *Coesponding auho eail: (kakali_ks@ediffail.co (eceived: ; Acceped: Absac: In his pape we axize he uiliy of a sucual odel of he deand fo uli-desinaion non-wok avel using axu enopy ehod inoduced by Shanon. A uiliy value is assigned when only paial infoaion is available abou he decision ake s pefeences. The axu enopy uiliy soluion ebeds a lage faily of uiliy funcions ha includes he os coonly used funcional fo. The odel pesened hee incopoae avel fequency, desinaion choice and ode choice fo boh single and uli-desinaion avel ino a unified uiliy-axizing faewok. Keywods: Opizaion, Uiliy, Enopy, on-wok avele esinaion, Mode of avel. 1. Inoducion In ecen yeas uiliy axizaion has eeged as a fundaenal behavio pinciple of uban passenge avel deand odeling. Accoding o his pinciple, as individual s pefeences fo he avel opions he face can be descibed by a uiliy funcion, and each individual chooses he opion ha chooses he opion ha axizes his uiliy. In his pape we use he axu enopy ehod o axize his uiliy of avel opions [4,5].

2 In. J. Pue Appl. Sci. Technol., 4 (211, The planning of his pape is as follows: 2. [A].evelopen of he odel. [4] 2. [B]. Maxizaion of uiliy using enopy axizaion ehod [5] 2. Modeling and Opizaion 2. [A]. evelopen of he odel The developen of saisfacoy uiliy axiziing he odel [4] of he deand fo ulidesinaion non-wok avel has poved o be consideably oe difficul han he developen of wok ip ode choice odel. This is due ainly o he vaiey and coplexiy of he avel opions available o non-wok aveles. These opions ypically include he fequency, desinaion and ode of avel, aong ohe facos. The odels of oencich and Mc Fadden (1975, Adle and Ben-Akiva (1976 and Chales ive Associaes(1976 pei non-wok(coplee hoe o hoe ound ips o non-wok desinaions pe household pe day and do no pei uli-desinaion ous all ae subsued in his odel.[3]. e A be he se of non-wok ips ha ae available o he ebes of a household. The ip is an eleen of A if iand j is non-wok locaions (possibly including hoe available o he household, and is a ode ha is available o he household fo avel beween iand j.i is no equied ha iand j be disinc. e be he e of day and le be a e ineval sufficienly sho ha he ebes of he household can begin a os one ip duing he e peiod o +. e A A be he se of ips ha household ebes can sa duing o +. The avel opions available o he household duing o + ae Opion 1: Begin a peson ip fo oigin i o desinaion j by ode ( a ou fo hoe o one o oe non-wok desinaion o hoe. A as pa of Opion 2: o no begin non-wok avel ha is pa of a hoe non-wok hoe ou. A uiliy values is associaed wih each of hese opions. The household is assued o choose he opion wih he highes uiliy. The uiliies ae given he following funcional epesenaions: Opion 1: U z, + ε Opion 2: U ( + ε hee: Udeeinisic coponen of uiliy. x a veco of anspoaion level-of-sevice vaiables elevan o he choice. s a veco of household chaaceisics. z a veco of desinaion chaaceisic ohe han anspoaion level-of-sevice ha ae elevan o he choice. nube of peson ips. ε ando coponen of uiliy. is included in he uiliy funcion in ode o capue he effecs of pas avel decisions and fuue avel plans on cuen avel decisions.

3 In. J. Pue Appl. Sci. Technol., 4 (211, To deduce he sucue of a deand odel fo he uiliy funcions and he pinciple of uiliy-axizaion i is necessay o specify he pobabliy disibuion of he ando uiliy coponenε. F (ε exp [-exp (-ε ]. hee F is he cuulaive pobabliy disibuion funcion of he ando vaiableε. The pobabliy ha a household ebe chooses o begin he ip + is: pq A A duing o exp( U P( /, A, (2 [exp( U + exp( U ] as appoaches zeo hen he pobabliy of avel duing o + also appoaches zeo and fo sall, he pobabliy of he ip A is popoional o p( /, A P( / A. (3 This plies ha fo sall he deeinisic coponens of uiliy can be epesened as: pq U U z, (,, V V ( z,,, + log (4 Thus fo sall P( / A [exp(v -V ]. (5 o, P( / A [exp(v ] (absobing V inov ow he aginal pobabliy of choosing : P( /, P( / A P ( A P( /, (expv P ( A P ( /, should be a deceasing funcion of if i is hoe and also i is no known a pio. P ( A / i ho e B( [1 k( ]. (7 B and k ae funcions of he household chaaceisics and e of day. ow le i be a non- hoe locaion hen, P, (8 ( A / i hoe, P(/ P / { ( (expv }; i hoe (9 (6 (expv ( + 1+ [exp( V V ( ] ; i hoe Since a os one non-wok ip can begin duing o +,P(/ is equal o he aveage nubes of ips fo i o j by ode ha sa duing o +.The aveage nubes of ips pe day fo i o j by ode, heefoe can be obained by inegaion P( / d.

4 In. J. Pue Appl. Sci. Technol., 4 (211, hee he inegal exends ove a day. oe ha and ae elaed by. (11 j h hee he subscip h signifies hoe. Fo equal o o 1,define ( [ log exp( V d]. (12 ( ( by ( is he e inegaed uiliy of avel fo i o j by ode,given ha ohe ips o non-wok desinaions ae ade duing he day. Using equaion, (11, (12 and inegaion of (9 ove a day yields (exp ; i hoe (13 ( ( (exp {1 + [exp( ]}. (14 If a household has j non-wok desinaions and M odes available o hen (11, (13, (14 define a syse of MJ(J+1+1 equaion in he MJ(J+3+1 unknown quaniies,,, and whee j and ange ove he available desinaions and odes. To obain a unique soluion fo he unknown quaniie i is necessay o add 2Mj equaion o he syse epesened by (11.(13,(14 we ge ; i ho e, (15 j j ; j ho e. (16 i i Equaion(11&(13,hough (16 consiue a syse ha is solvable fo,,, and. ow we define 1+ [exp( ( k ] (17a and 1 ; i hoe ( 1, (17b j whee p,q, o be he pq eleen of aix. ( ( [exp + pq, exp( hp + p pq, q h pq, exp( hp + ( ]/ (18 and

5 In. J. Pue Appl. Sci. Technol., 4 (211, (exp k ; i h. Equaions (17a,(18,(19 can be splified gealy if i is assued ha he uiliy funcion ( can be wien in he fo [1] & [4] (19 ( * F + H ( s; j h F + G ( s; i h (2 F + H ( s; j h The e inegaed uiliy funcion can be epesened as he depends on anspoaion levels of sevice, household chaaceisics and desinaion chaaceisics bu ha independen of pas avel decisions and fuue avel plans and a coponen G o H ha epesens he effec on e-inegaed uiliy of cuen avel of non-wok ips ha have been o will be ade a ohe es of day. Because avel behavio depends only on he diffeence beween he uiliies of avel opion hee is no loss of genealiy in assuing ha H * ( s is zeo fo all and s. Using he uiliy specificaion (2 equaion (17a, (18 and (19 becoe 1+ [expg kj (21 ( s expg1 ( s] j. k, exp[ F ( {exp[ F + G ( s] k 1 exp[ F + H ( s]} k + G ( s]; j h exp[ F + G ( s]; i h. (22 (23 (24 In addiion, heoal no. of sojouns a non-wok locaion which can be obained by suaion fo equaion (22 and (23, is exp[ ( kj, F + G s (25 Equaion (22 o (25 ogehe wih he definiional elaions (17b and (21 consiue he desied odel of non-wok avel deand. ow we have o opize (2 subjec o consain equaions (24 and (25. [1,2] 2. [B]. Maxizaion of uiliy: ow we axize ( F ; j h

6 In. J. Pue Appl. Sci. Technol., 4 (211, F + G ( s; i h (26 Subjec o he consain * F + H ( s; j h ( ( s H and s {exp[ F + H1( s]} k exp[ F + G ( s]; i h And exp[ ( kj, F + G s ] (27 e use enopy axizing ehod o opize he uiliy The agangian of he above odel is as follows: [5] (x,z, λ, λ ;( 2 j h { F 1 z + λ 1( {exp[ F + H1( s]} k exp[ F + G ( s]; i h + λ 2 ( kj, exp[ F + G ( s} ow x Gives he value of ( x ( {( x k + x x x λ2 k } + { + x λ x } F x and gives he value of s 1 x x x (28 λ [{ s }{ + + s 1 k s s λ1[ ] [ s λ2[ { s F s ] s s kh s ] }] (29

7 In. J. Pue Appl. Sci. Technol., 4 (211, Also fo gives z [ z λ1 [ λ z 2.(3 { z z + z z + z z }{ ] F( x, z F z + F z }] Since G and H is independen of pas avel decision, hen hee cases of e inegaed uiliy funcion (26 can be expessed by he fis one. Thus fo he above equaions (28, (29 and (3 we ge he values of,, which opizes he uiliy funcion.[1,2,4] 3. Conclusion: In his pape we opize he uiliy funcion using enopy opizaion ehod insead of uiliy axizing ehod. ow consideable aenion has been paid in he anspoaion eseach lieaue o he inepeaion of anspoaion levels of sevice, household chaaceisics and desinaion chaaceisics fo he applicaion of above odel. Since his objecive funcion is inaely elaed o enopy axizaion, soe geneal conclusions ae dawn on he elaion beween he popeies of odel based on enopy axizaion. 4. Acknowledgen: The auho hanks he Maheaics epaen of he Bengal Engineeing and Science Univesiy, Shibpu, Howah fo he hospialiy duing he e when his eseach was caied ou. efeences [1] Abba Ali E, Maxu enopy uiliy, Opeaion eseach, 54 (26, [2] Abba Ali E,An enopy appoach fo uiliy assignen in decision analysis. C.illiaed.Poc.22 nd Inena.okshop on Bayesian Infeence and Maxu Enopy Mehods in Sci. Engg.Moscow,I,22 [3] M. Foian, Uiliy, enopy and a PAAOX of affic flow, Tanspoaion eseach 15(1981, [4] Hoowiz, Joel, Tanspoaion eseach-b; A uiliy axizing odel of he deand fo uli desinaion non-wok avel, 14B(198, [5] J.. Kapu, Maxu-Enopy Models in Science and Engineeing, iley Easen ied, 1989, 37-7.

Lecture-V Stochastic Processes and the Basic Term-Structure Equation 1 Stochastic Processes Any variable whose value changes over time in an uncertain

Lecture-V Stochastic Processes and the Basic Term-Structure Equation 1 Stochastic Processes Any variable whose value changes over time in an uncertain Lecue-V Sochasic Pocesses and he Basic Tem-Sucue Equaion 1 Sochasic Pocesses Any vaiable whose value changes ove ime in an unceain way is called a Sochasic Pocess. Sochasic Pocesses can be classied as

More information

Fig. 1S. The antenna construction: (a) main geometrical parameters, (b) the wire support pillar and (c) the console link between wire and coaxial

Fig. 1S. The antenna construction: (a) main geometrical parameters, (b) the wire support pillar and (c) the console link between wire and coaxial a b c Fig. S. The anenna consucion: (a) ain geoeical paaees, (b) he wie suppo pilla and (c) he console link beween wie and coaial pobe. Fig. S. The anenna coss-secion in he y-z plane. Accoding o [], he

More information

Sharif University of Technology - CEDRA By: Professor Ali Meghdari

Sharif University of Technology - CEDRA By: Professor Ali Meghdari Shaif Univesiy of echnology - CEDRA By: Pofesso Ali Meghai Pupose: o exen he Enegy appoach in eiving euaions of oion i.e. Lagange s Meho fo Mechanical Syses. opics: Genealize Cooinaes Lagangian Euaion

More information

On Control Problem Described by Infinite System of First-Order Differential Equations

On Control Problem Described by Infinite System of First-Order Differential Equations Ausalian Jounal of Basic and Applied Sciences 5(): 736-74 ISS 99-878 On Conol Poblem Descibed by Infinie Sysem of Fis-Ode Diffeenial Equaions Gafujan Ibagimov and Abbas Badaaya J'afau Insiue fo Mahemaical

More information

ÖRNEK 1: THE LINEAR IMPULSE-MOMENTUM RELATION Calculate the linear momentum of a particle of mass m=10 kg which has a. kg m s

ÖRNEK 1: THE LINEAR IMPULSE-MOMENTUM RELATION Calculate the linear momentum of a particle of mass m=10 kg which has a. kg m s MÜHENDİSLİK MEKANİĞİ. HAFTA İMPULS- MMENTUM-ÇARPIŞMA Linea oenu of a paicle: The sybol L denoes he linea oenu and is defined as he ass ies he elociy of a paicle. L ÖRNEK : THE LINEAR IMPULSE-MMENTUM RELATIN

More information

Combinatorial Approach to M/M/1 Queues. Using Hypergeometric Functions

Combinatorial Approach to M/M/1 Queues. Using Hypergeometric Functions Inenaional Mahemaical Foum, Vol 8, 03, no 0, 463-47 HIKARI Ld, wwwm-hikaicom Combinaoial Appoach o M/M/ Queues Using Hypegeomeic Funcions Jagdish Saan and Kamal Nain Depamen of Saisics, Univesiy of Delhi,

More information

STUDY OF THE STRESS-STRENGTH RELIABILITY AMONG THE PARAMETERS OF GENERALIZED INVERSE WEIBULL DISTRIBUTION

STUDY OF THE STRESS-STRENGTH RELIABILITY AMONG THE PARAMETERS OF GENERALIZED INVERSE WEIBULL DISTRIBUTION Inenaional Jounal of Science, Technology & Managemen Volume No 04, Special Issue No. 0, Mach 205 ISSN (online): 2394-537 STUDY OF THE STRESS-STRENGTH RELIABILITY AMONG THE PARAMETERS OF GENERALIZED INVERSE

More information

Risk tolerance and optimal portfolio choice

Risk tolerance and optimal portfolio choice Risk oleance and opimal pofolio choice Maek Musiela BNP Paibas London Copoae and Invesmen Join wok wih T. Zaiphopoulou (UT usin) Invesmens and fowad uiliies Pepin 6 Backwad and fowad dynamic uiliies and

More information

Research on the Algorithm of Evaluating and Analyzing Stationary Operational Availability Based on Mission Requirement

Research on the Algorithm of Evaluating and Analyzing Stationary Operational Availability Based on Mission Requirement Reseach on he Algoihm of Evaluaing and Analyzing Saionay Opeaional Availabiliy Based on ission Requiemen Wang Naichao, Jia Zhiyu, Wang Yan, ao Yilan, Depamen of Sysem Engineeing of Engineeing Technology,

More information

Stress Analysis of Infinite Plate with Elliptical Hole

Stress Analysis of Infinite Plate with Elliptical Hole Sess Analysis of Infinie Plae ih Ellipical Hole Mohansing R Padeshi*, D. P. K. Shaa* * ( P.G.Suden, Depaen of Mechanical Engg, NRI s Insiue of Infoaion Science & Technology, Bhopal, India) * ( Head of,

More information

Sections 3.1 and 3.4 Exponential Functions (Growth and Decay)

Sections 3.1 and 3.4 Exponential Functions (Growth and Decay) Secions 3.1 and 3.4 Eponenial Funcions (Gowh and Decay) Chape 3. Secions 1 and 4 Page 1 of 5 Wha Would You Rahe Have... $1million, o double you money evey day fo 31 days saing wih 1cen? Day Cens Day Cens

More information

7 Wave Equation in Higher Dimensions

7 Wave Equation in Higher Dimensions 7 Wave Equaion in Highe Dimensions We now conside he iniial-value poblem fo he wave equaion in n dimensions, u c u x R n u(x, φ(x u (x, ψ(x whee u n i u x i x i. (7. 7. Mehod of Spheical Means Ref: Evans,

More information

The sudden release of a large amount of energy E into a background fluid of density

The sudden release of a large amount of energy E into a background fluid of density 10 Poin explosion The sudden elease of a lage amoun of enegy E ino a backgound fluid of densiy ceaes a song explosion, chaaceized by a song shock wave (a blas wave ) emanaing fom he poin whee he enegy

More information

General Non-Arbitrage Model. I. Partial Differential Equation for Pricing A. Traded Underlying Security

General Non-Arbitrage Model. I. Partial Differential Equation for Pricing A. Traded Underlying Security 1 Geneal Non-Abiage Model I. Paial Diffeenial Equaion fo Picing A. aded Undelying Secuiy 1. Dynamics of he Asse Given by: a. ds = µ (S, )d + σ (S, )dz b. he asse can be eihe a sock, o a cuency, an index,

More information

, on the power of the transmitter P t fed to it, and on the distance R between the antenna and the observation point as. r r t

, on the power of the transmitter P t fed to it, and on the distance R between the antenna and the observation point as. r r t Lecue 6: Fiis Tansmission Equaion and Rada Range Equaion (Fiis equaion. Maximum ange of a wieless link. Rada coss secion. Rada equaion. Maximum ange of a ada. 1. Fiis ansmission equaion Fiis ansmission

More information

Reinforcement learning

Reinforcement learning Lecue 3 Reinfocemen leaning Milos Hauskech milos@cs.pi.edu 539 Senno Squae Reinfocemen leaning We wan o lean he conol policy: : X A We see examples of x (bu oupus a ae no given) Insead of a we ge a feedback

More information

Representing Knowledge. CS 188: Artificial Intelligence Fall Properties of BNs. Independence? Reachability (the Bayes Ball) Example

Representing Knowledge. CS 188: Artificial Intelligence Fall Properties of BNs. Independence? Reachability (the Bayes Ball) Example C 188: Aificial Inelligence Fall 2007 epesening Knowledge ecue 17: ayes Nes III 10/25/2007 an Klein UC ekeley Popeies of Ns Independence? ayes nes: pecify complex join disibuions using simple local condiional

More information

Computer Propagation Analysis Tools

Computer Propagation Analysis Tools Compue Popagaion Analysis Tools. Compue Popagaion Analysis Tools Inoducion By now you ae pobably geing he idea ha pedicing eceived signal sengh is a eally impoan as in he design of a wieless communicaion

More information

4. Fundamental of A.C. Circuit

4. Fundamental of A.C. Circuit 4. Fundaenal of A.. icui 4. Equaion fo geneaion of alenaing induce EMF An A geneao uses he pinciple of Faaday s elecoagneic inducion law. saes ha when cuen caying conduco cu he agneic field hen ef induced

More information

Two-Pion Exchange Currents in Photodisintegration of the Deuteron

Two-Pion Exchange Currents in Photodisintegration of the Deuteron Two-Pion Exchange Cuens in Phoodisinegaion of he Deueon Dagaa Rozędzik and Jacek Goak Jagieonian Univesiy Kaków MENU00 3 May 00 Wiiasbug Conen Chia Effecive Fied Theoy ChEFT Eecoagneic cuen oeaos wihin

More information

336 ERIDANI kfk Lp = sup jf(y) ; f () jj j p p whee he supemum is aken ove all open balls = (a ) inr n, jj is he Lebesgue measue of in R n, () =(), f

336 ERIDANI kfk Lp = sup jf(y) ; f () jj j p p whee he supemum is aken ove all open balls = (a ) inr n, jj is he Lebesgue measue of in R n, () =(), f TAMKANG JOURNAL OF MATHEMATIS Volume 33, Numbe 4, Wine 2002 ON THE OUNDEDNESS OF A GENERALIED FRATIONAL INTEGRAL ON GENERALIED MORREY SPAES ERIDANI Absac. In his pape we exend Nakai's esul on he boundedness

More information

On The Estimation of Two Missing Values in Randomized Complete Block Designs

On The Estimation of Two Missing Values in Randomized Complete Block Designs Mahemaical Theoy and Modeling ISSN 45804 (Pape ISSN 505 (Online Vol.6, No.7, 06 www.iise.og On The Esimaion of Two Missing Values in Randomized Complee Bloc Designs EFFANGA, EFFANGA OKON AND BASSE, E.

More information

Fundamental Vehicle Loads & Their Estimation

Fundamental Vehicle Loads & Their Estimation Fundaenal Vehicle Loads & Thei Esiaion The silified loads can only be alied in he eliinay design sage when he absence of es o siulaion daa They should always be qualified and udaed as oe infoaion becoes

More information

The Global Trade and Environment Model: GTEM

The Global Trade and Environment Model: GTEM The Global Tade and Envionmen Model: A pojecion of non-seady sae daa using Ineempoal GTEM Hom Pan, Vivek Tulpulé and Bian S. Fishe Ausalian Bueau of Agiculual and Resouce Economics OBJECTIVES Deive an

More information

Game Study of the Closed-loop Supply Chain with Random Yield and Random Demand

Game Study of the Closed-loop Supply Chain with Random Yield and Random Demand , pp.105-110 http://dx.doi.og/10.14257/astl.2014.53.24 Gae Study of the Closed-loop Supply Chain with ando Yield and ando Deand Xiuping Han, Dongyan Chen, Dehui Chen, Ling Hou School of anageent, Habin

More information

MEEN 617 Handout #11 MODAL ANALYSIS OF MDOF Systems with VISCOUS DAMPING

MEEN 617 Handout #11 MODAL ANALYSIS OF MDOF Systems with VISCOUS DAMPING MEEN 67 Handou # MODAL ANALYSIS OF MDOF Sysems wih VISCOS DAMPING ^ Symmeic Moion of a n-dof linea sysem is descibed by he second ode diffeenial equaions M+C+K=F whee () and F () ae n ows vecos of displacemens

More information

MATHEMATICAL FOUNDATIONS FOR APPROXIMATING PARTICLE BEHAVIOUR AT RADIUS OF THE PLANCK LENGTH

MATHEMATICAL FOUNDATIONS FOR APPROXIMATING PARTICLE BEHAVIOUR AT RADIUS OF THE PLANCK LENGTH Fundamenal Jounal of Mahemaical Phsics Vol 3 Issue 013 Pages 55-6 Published online a hp://wwwfdincom/ MATHEMATICAL FOUNDATIONS FOR APPROXIMATING PARTICLE BEHAVIOUR AT RADIUS OF THE PLANCK LENGTH Univesias

More information

r r r r r EE334 Electromagnetic Theory I Todd Kaiser

r r r r r EE334 Electromagnetic Theory I Todd Kaiser 334 lecoagneic Theoy I Todd Kaise Maxwell s quaions: Maxwell s equaions wee developed on expeienal evidence and have been found o goven all classical elecoagneic phenoena. They can be wien in diffeenial

More information

AN EVOLUTIONARY APPROACH FOR SOLVING DIFFERENTIAL EQUATIONS

AN EVOLUTIONARY APPROACH FOR SOLVING DIFFERENTIAL EQUATIONS AN EVOLUTIONARY APPROACH FOR SOLVING DIFFERENTIAL EQUATIONS M. KAMESWAR RAO AND K.P. RAVINDRAN Depamen of Mechanical Engineeing, Calicu Regional Engineeing College, Keala-67 6, INDIA. Absac:- We eploe

More information

Evaluating the Economic Impacts of a Disaster: A CGE Application to the Tokai Region of Japan

Evaluating the Economic Impacts of a Disaster: A CGE Application to the Tokai Region of Japan Evaluaing he Economic Impacs of a Disase: A CGE Applicaion o he Tokai Region of Japan Hioyuki SHIBUSAWA * Absac Naual disases have a negaive effec on people and he egional economy. The cenal and egional

More information

The shortest path between two truths in the real domain passes through the complex domain. J. Hadamard

The shortest path between two truths in the real domain passes through the complex domain. J. Hadamard Complex Analysis R.G. Halbud R.Halbud@ucl.ac.uk Depamen of Mahemaics Univesiy College London 202 The shoes pah beween wo uhs in he eal domain passes hough he complex domain. J. Hadamad Chape The fis fundamenal

More information

CS 188: Artificial Intelligence Fall Probabilistic Models

CS 188: Artificial Intelligence Fall Probabilistic Models CS 188: Aificial Inelligence Fall 2007 Lecue 15: Bayes Nes 10/18/2007 Dan Klein UC Bekeley Pobabilisic Models A pobabilisic model is a join disibuion ove a se of vaiables Given a join disibuion, we can

More information

Lecture 17: Kinetics of Phase Growth in a Two-component System:

Lecture 17: Kinetics of Phase Growth in a Two-component System: Lecue 17: Kineics of Phase Gowh in a Two-componen Sysem: descipion of diffusion flux acoss he α/ ineface Today s opics Majo asks of oday s Lecue: how o deive he diffusion flux of aoms. Once an incipien

More information

EVENT HORIZONS IN COSMOLOGY

EVENT HORIZONS IN COSMOLOGY Mahemaics Today Vol7(Dec-)54-6 ISSN 976-38 EVENT HORIZONS IN COSMOLOGY K Punachanda Rao Depamen of Mahemaics Chiala Engineeing College Chiala 53 57 Andha Padesh, INDIA E-mail: dkpaocecc@yahoocoin ABSTRACT

More information

Monochromatic Wave over One and Two Bars

Monochromatic Wave over One and Two Bars Applied Mahemaical Sciences, Vol. 8, 204, no. 6, 307-3025 HIKARI Ld, www.m-hikai.com hp://dx.doi.og/0.2988/ams.204.44245 Monochomaic Wave ove One and Two Bas L.H. Wiyano Faculy of Mahemaics and Naual Sciences,

More information

Lecture 22 Electromagnetic Waves

Lecture 22 Electromagnetic Waves Lecue Elecomagneic Waves Pogam: 1. Enegy caied by he wave (Poyning veco).. Maxwell s equaions and Bounday condiions a inefaces. 3. Maeials boundaies: eflecion and efacion. Snell s Law. Quesions you should

More information

Lecture 18: Kinetics of Phase Growth in a Two-component System: general kinetics analysis based on the dilute-solution approximation

Lecture 18: Kinetics of Phase Growth in a Two-component System: general kinetics analysis based on the dilute-solution approximation Lecue 8: Kineics of Phase Gowh in a Two-componen Sysem: geneal kineics analysis based on he dilue-soluion appoximaion Today s opics: In he las Lecues, we leaned hee diffeen ways o descibe he diffusion

More information

OPTIMIZATION OF TOW-PLACED, TAILORED COMPOSITE LAMINATES

OPTIMIZATION OF TOW-PLACED, TAILORED COMPOSITE LAMINATES 6 H INERNAIONAL CONFERENCE ON COMPOSIE MAERIALS OPIMIZAION OF OW-PLACED AILORED COMPOSIE LAMINAES Adiana W. Blom* Mosafa M. Abdalla* Zafe Güdal* *Delf Univesi of echnolog he Nehelands Kewods: vaiable siffness

More information

Orthotropic Materials

Orthotropic Materials Kapiel 2 Ohoopic Maeials 2. Elasic Sain maix Elasic sains ae elaed o sesses by Hooke's law, as saed below. The sesssain elaionship is in each maeial poin fomulaed in he local caesian coodinae sysem. ε

More information

EFFECT OF PERMISSIBLE DELAY ON TWO-WAREHOUSE INVENTORY MODEL FOR DETERIORATING ITEMS WITH SHORTAGES

EFFECT OF PERMISSIBLE DELAY ON TWO-WAREHOUSE INVENTORY MODEL FOR DETERIORATING ITEMS WITH SHORTAGES Volume, ssue 3, Mach 03 SSN 39-4847 EFFEC OF PERMSSBLE DELAY ON WO-WAREHOUSE NVENORY MODEL FOR DEERORANG EMS WH SHORAGES D. Ajay Singh Yadav, Ms. Anupam Swami Assisan Pofesso, Depamen of Mahemaics, SRM

More information

Measures the linear dependence or the correlation between r t and r t-p. (summarizes serial dependence)

Measures the linear dependence or the correlation between r t and r t-p. (summarizes serial dependence) . Definiions Saionay Time Seies- A ime seies is saionay if he popeies of he pocess such as he mean and vaiance ae consan houghou ime. i. If he auocoelaion dies ou quickly he seies should be consideed saionay

More information

The k-filtering Applied to Wave Electric and Magnetic Field Measurements from Cluster

The k-filtering Applied to Wave Electric and Magnetic Field Measurements from Cluster The -fileing pplied o Wave lecic and Magneic Field Measuemens fom Cluse Jean-Louis PINÇON and ndes TJULIN LPC-CNRS 3 av. de la Recheche Scienifique 4507 Oléans Fance jlpincon@cns-oleans.f OUTLINS The -fileing

More information

ENGI 4430 Advanced Calculus for Engineering Faculty of Engineering and Applied Science Problem Set 9 Solutions [Theorems of Gauss and Stokes]

ENGI 4430 Advanced Calculus for Engineering Faculty of Engineering and Applied Science Problem Set 9 Solutions [Theorems of Gauss and Stokes] ENGI 44 Avance alculus fo Engineeing Faculy of Engineeing an Applie cience Poblem e 9 oluions [Theoems of Gauss an okes]. A fla aea A is boune by he iangle whose veices ae he poins P(,, ), Q(,, ) an R(,,

More information

An Automatic Door Sensor Using Image Processing

An Automatic Door Sensor Using Image Processing An Auomaic Doo Senso Using Image Pocessing Depamen o Elecical and Eleconic Engineeing Faculy o Engineeing Tooi Univesiy MENDEL 2004 -Insiue o Auomaion and Compue Science- in BRNO CZECH REPUBLIC 1. Inoducion

More information

Fuzzy Hv-submodules in Γ-Hv-modules Arvind Kumar Sinha 1, Manoj Kumar Dewangan 2 Department of Mathematics NIT Raipur, Chhattisgarh, India

Fuzzy Hv-submodules in Γ-Hv-modules Arvind Kumar Sinha 1, Manoj Kumar Dewangan 2 Department of Mathematics NIT Raipur, Chhattisgarh, India Inenaional Jounal of Engineeing Reseach (IJOER) [Vol-1, Issue-1, Apil.- 2015] Fuzz v-submodules in Γ-v-modules Avind Kuma Sinha 1, Manoj Kuma Dewangan 2 Depamen of Mahemaics NIT Raipu, Chhaisgah, India

More information

NUMERICAL SIMULATION FOR NONLINEAR STATIC & DYNAMIC STRUCTURAL ANALYSIS

NUMERICAL SIMULATION FOR NONLINEAR STATIC & DYNAMIC STRUCTURAL ANALYSIS Join Inenaional Confeence on Compuing and Decision Making in Civil and Building Engineeing June 14-16, 26 - Monéal, Canada NUMERICAL SIMULATION FOR NONLINEAR STATIC & DYNAMIC STRUCTURAL ANALYSIS ABSTRACT

More information

ON 3-DIMENSIONAL CONTACT METRIC MANIFOLDS

ON 3-DIMENSIONAL CONTACT METRIC MANIFOLDS Mem. Fac. Inegaed As and Sci., Hioshima Univ., Se. IV, Vol. 8 9-33, Dec. 00 ON 3-DIMENSIONAL CONTACT METRIC MANIFOLDS YOSHIO AGAOKA *, BYUNG HAK KIM ** AND JIN HYUK CHOI ** *Depamen of Mahemaics, Faculy

More information

KINEMATICS OF RIGID BODIES

KINEMATICS OF RIGID BODIES KINEMTICS OF RIGID ODIES In igid body kinemaics, we use he elaionships govening he displacemen, velociy and acceleaion, bu mus also accoun fo he oaional moion of he body. Descipion of he moion of igid

More information

Dynamic Estimation of OD Matrices for Freeways and Arterials

Dynamic Estimation of OD Matrices for Freeways and Arterials Novembe 2007 Final Repo: ITS Dynamic Esimaion of OD Maices fo Feeways and Aeials Auhos: Juan Calos Heea, Sauabh Amin, Alexande Bayen, Same Madana, Michael Zhang, Yu Nie, Zhen Qian, Yingyan Lou, Yafeng

More information

Research Article A Note on Multiplication and Composition Operators in Lorentz Spaces

Research Article A Note on Multiplication and Composition Operators in Lorentz Spaces Hindawi Publishing Copoaion Jounal of Funcion Spaces and Applicaions Volume 22, Aicle ID 29363, pages doi:.55/22/29363 Reseach Aicle A Noe on Muliplicaion and Composiion Opeaos in Loenz Spaces Eddy Kwessi,

More information

Optimum Settings of Process Mean, Economic Order Quantity, and Commission Fee

Optimum Settings of Process Mean, Economic Order Quantity, and Commission Fee Jounal of Applied Science and Engineeing, Vol. 15, No. 4, pp. 343 352 (2012 343 Optiu Settings of Pocess Mean, Econoic Ode Quantity, and Coission Fee Chung-Ho Chen 1 *, Chao-Yu Chou 2 and Wei-Chen Lee

More information

Two-dimensional Effects on the CSR Interaction Forces for an Energy-Chirped Bunch. Rui Li, J. Bisognano, R. Legg, and R. Bosch

Two-dimensional Effects on the CSR Interaction Forces for an Energy-Chirped Bunch. Rui Li, J. Bisognano, R. Legg, and R. Bosch Two-dimensional Effecs on he CS Ineacion Foces fo an Enegy-Chiped Bunch ui Li, J. Bisognano,. Legg, and. Bosch Ouline 1. Inoducion 2. Pevious 1D and 2D esuls fo Effecive CS Foce 3. Bunch Disibuion Vaiaion

More information

Exponential and Logarithmic Equations and Properties of Logarithms. Properties. Properties. log. Exponential. Logarithmic.

Exponential and Logarithmic Equations and Properties of Logarithms. Properties. Properties. log. Exponential. Logarithmic. Eponenial and Logaihmic Equaions and Popeies of Logaihms Popeies Eponenial a a s = a +s a /a s = a -s (a ) s = a s a b = (ab) Logaihmic log s = log + logs log/s = log - logs log s = s log log a b = loga

More information

Method for simulation of the fractional order chaotic systems

Method for simulation of the fractional order chaotic systems Aca Monanisica Slovaca Ročník (26), číslo 4, 273-277 Mehod fo siulaion of he facional ode chaoic syses Ivo Peáš Absac This pape deals wih he ehod of siulaion of facional ode chaoic syses. We pesen a bief

More information

BMOA estimates and radial growth of B φ functions

BMOA estimates and radial growth of B φ functions c Jounal of echnical Univesiy a Plovdiv Fundamenal Sciences and Applicaions, Vol., 995 Seies A-Pue and Applied Mahemaics Bulgaia, ISSN 3-827 axiv:87.53v [mah.cv] 3 Jul 28 BMOA esimaes and adial gowh of

More information

The Production of Polarization

The Production of Polarization Physics 36: Waves Lecue 13 3/31/211 The Poducion of Polaizaion Today we will alk abou he poducion of polaized ligh. We aleady inoduced he concep of he polaizaion of ligh, a ansvese EM wave. To biefly eview

More information

CHAPTER 5: Circular Motion; Gravitation

CHAPTER 5: Circular Motion; Gravitation CHAPER 5: Cicula Motion; Gavitation Solution Guide to WebAssign Pobles 5.1 [1] (a) Find the centipetal acceleation fo Eq. 5-1.. a R v ( 1.5 s) 1.10 1.4 s (b) he net hoizontal foce is causing the centipetal

More information

A FINITE-MEMORY DISCRETE-TIME CONVOLUTION APPROACH FOR THE NON-LINEAR DYNAMIC MODELLING OF S/H-ADC DEVICES

A FINITE-MEMORY DISCRETE-TIME CONVOLUTION APPROACH FOR THE NON-LINEAR DYNAMIC MODELLING OF S/H-ADC DEVICES FINITE-MEMORY DISCRETE-TIME CONVOLUTION PPROCH FOR THE NON-LINER DYNMIC MODELLING OF S/H-DC DEVICES D. Mii, G. Pasini, P.. Taveso 2, F. Filicoi 2, G. Iclano 3 Depaen of Elecical Engineeing, Univesiy of

More information

K. G. Malyutin, T. I. Malyutina, I. I. Kozlova ON SUBHARMONIC FUNCTIONS IN THE HALF-PLANE OF INFINITE ORDER WITH RADIALLY DISTRIBUTED MEASURE

K. G. Malyutin, T. I. Malyutina, I. I. Kozlova ON SUBHARMONIC FUNCTIONS IN THE HALF-PLANE OF INFINITE ORDER WITH RADIALLY DISTRIBUTED MEASURE Математичнi Студiї. Т.4, 2 Maemaychni Sudii. V.4, No.2 УДК 57.5 K. G. Malyuin, T. I. Malyuina, I. I. Kozlova ON SUBHARMONIC FUNCTIONS IN THE HALF-PLANE OF INFINITE ORDER WITH RADIALLY DISTRIBUTED MEASURE

More information

Eigenvalue problems of rotor system with uncertain parameters

Eigenvalue problems of rotor system with uncertain parameters Jounal of Mechanical Science and echnology 6 () () ~ www.singelink.co/conen/738-494x DOI.7/s6--8-5 Eigenvalue obles of oo syse wih unceain aaees Bao-Guo Liu * Insiue of Mechaonic Engineeing, Henan Univesiy

More information

A note on characterization related to distributional properties of random translation, contraction and dilation of generalized order statistics

A note on characterization related to distributional properties of random translation, contraction and dilation of generalized order statistics PobSa Foum, Volume 6, July 213, Pages 35 41 ISSN 974-3235 PobSa Foum is an e-jounal. Fo eails please visi www.pobsa.og.in A noe on chaaceizaion elae o isibuional popeies of anom anslaion, conacion an ilaion

More information

Low-complexity Algorithms for MIMO Multiplexing Systems

Low-complexity Algorithms for MIMO Multiplexing Systems Low-complexiy Algoihms fo MIMO Muliplexing Sysems Ouline Inoducion QRD-M M algoihm Algoihm I: : o educe he numbe of suviving pahs. Algoihm II: : o educe he numbe of candidaes fo each ansmied signal. :

More information

TIME DELAY BASEDUNKNOWN INPUT OBSERVER DESIGN FOR NETWORK CONTROL SYSTEM

TIME DELAY BASEDUNKNOWN INPUT OBSERVER DESIGN FOR NETWORK CONTROL SYSTEM TIME DELAY ASEDUNKNOWN INPUT OSERVER DESIGN FOR NETWORK CONTROL SYSTEM Siddhan Chopra J.S. Laher Elecrical Engineering Deparen NIT Kurukshera (India Elecrical Engineering Deparen NIT Kurukshera (India

More information

Reichenbach and f-generated implications in fuzzy database relations

Reichenbach and f-generated implications in fuzzy database relations INTERNATIONAL JOURNAL O CIRCUITS SYSTEMS AND SIGNAL PROCESSING Volume 08 Reichenbach and f-geneaed implicaions in fuzzy daabase elaions Nedžad Dukić Dženan Gušić and Nemana Kajmoić Absac Applying a definiion

More information

Extremal problems for t-partite and t-colorable hypergraphs

Extremal problems for t-partite and t-colorable hypergraphs Exemal poblems fo -paie and -coloable hypegaphs Dhuv Mubayi John Talbo June, 007 Absac Fix ineges and an -unifom hypegaph F. We pove ha he maximum numbe of edges in a -paie -unifom hypegaph on n veices

More information

Discretization of Fractional Order Differentiator and Integrator with Different Fractional Orders

Discretization of Fractional Order Differentiator and Integrator with Different Fractional Orders Inelligen Conol and Auomaion, 207, 8, 75-85 hp://www.scip.og/jounal/ica ISSN Online: 253-066 ISSN Pin: 253-0653 Disceizaion of Facional Ode Diffeeniao and Inegao wih Diffeen Facional Odes Qi Zhang, Baoye

More information

On the Semi-Discrete Davey-Stewartson System with Self-Consistent Sources

On the Semi-Discrete Davey-Stewartson System with Self-Consistent Sources Jounal of Applied Mahemaics and Physics 25 3 478-487 Published Online May 25 in SciRes. hp://www.scip.og/jounal/jamp hp://dx.doi.og/.4236/jamp.25.356 On he Semi-Discee Davey-Sewason Sysem wih Self-Consisen

More information

Energy dispersion relation for negative refraction (NR) materials

Energy dispersion relation for negative refraction (NR) materials Enegy dispesion elaion fo negaive efacion (NR) maeials Y.Ben-Ayeh Physics Depamen, Technion Isael of Technology, Haifa 3, Isael E-mail addess: ph65yb@physics.echnion,ac.il; Fax:97 4 895755 Keywods: Negaive-efacion,

More information

Trajectory estimation based on extended state observer with Fal-filter

Trajectory estimation based on extended state observer with Fal-filter The Aeonauical Jounal Augus 05 Volue 9 No 8 07 Tajecoy esiaion based on exended sae obseve wih Fal-file C- in chunlin@dagon.nchu.edu.w S- Hsieh and Y-P in Depaen of Elecical Engineeing Naional Chung Hsing

More information

Degree of Approximation of a Class of Function by (C, 1) (E, q) Means of Fourier Series

Degree of Approximation of a Class of Function by (C, 1) (E, q) Means of Fourier Series IAENG Inenaional Jounal of Applied Mahemaic, 4:, IJAM_4 7 Degee of Appoximaion of a Cla of Funcion by C, E, q Mean of Fouie Seie Hae Kihna Nigam and Kuum Shama Abac In hi pape, fo he fi ime, we inoduce

More information

WORK POWER AND ENERGY Consevaive foce a) A foce is said o be consevaive if he wok done by i is independen of pah followed by he body b) Wok done by a consevaive foce fo a closed pah is zeo c) Wok done

More information

On a quantity that is analogous to potential and a theorem that relates to it

On a quantity that is analogous to potential and a theorem that relates to it Su une quantité analogue au potential et su un théoème y elatif C R Acad Sci 7 (87) 34-39 On a quantity that is analogous to potential and a theoem that elates to it By R CLAUSIUS Tanslated by D H Delphenich

More information

[ ] 0. = (2) = a q dimensional vector of observable instrumental variables that are in the information set m constituents of u

[ ] 0. = (2) = a q dimensional vector of observable instrumental variables that are in the information set m constituents of u Genealized Mehods of Momens he genealized mehod momens (GMM) appoach of Hansen (98) can be hough of a geneal pocedue fo esing economics and financial models. he GMM is especially appopiae fo models ha

More information

An Inventory Model for Two Warehouses with Constant Deterioration and Quadratic Demand Rate under Inflation and Permissible Delay in Payments

An Inventory Model for Two Warehouses with Constant Deterioration and Quadratic Demand Rate under Inflation and Permissible Delay in Payments Ameican Jounal of Engineeing Reseach (AJER) 16 Ameican Jounal of Engineeing Reseach (AJER) e-issn: 3-847 p-issn : 3-936 Volume-5, Issue-6, pp-6-73 www.aje.og Reseach Pape Open Access An Inventoy Model

More information

FINITE DIFFERENCE APPROACH TO WAVE GUIDE MODES COMPUTATION

FINITE DIFFERENCE APPROACH TO WAVE GUIDE MODES COMPUTATION FINITE DIFFERENCE ROCH TO WVE GUIDE MODES COMUTTION Ing.lessando Fani Elecomagneic Gou Deamen of Elecical and Eleconic Engineeing Univesiy of Cagliai iazza d mi, 93 Cagliai, Ialy SUMMRY Inoducion Finie

More information

A Weighted Moving Average Process for Forecasting. Shou Hsing Shih Chris P. Tsokos

A Weighted Moving Average Process for Forecasting. Shou Hsing Shih Chris P. Tsokos A Weighed Moving Aveage Pocess fo Foecasing Shou Hsing Shih Chis P. Tsokos Depamen of Mahemaics and Saisics Univesiy of Souh Floida, USA Absac The objec of he pesen sudy is o popose a foecasing model fo

More information

Available online through ISSN

Available online through  ISSN Intenational eseach Jounal of Pue Algeba -() 01 98-0 Available online though wwwjpainfo ISSN 8 907 SOE ESULTS ON THE GOUP INVESE OF BLOCK ATIX OVE IGHT OE DOAINS Hanyu Zhang* Goup of athematical Jidong

More information

An Open cycle and Closed cycle Gas Turbine Engines. Methods to improve the performance of simple gas turbine plants

An Open cycle and Closed cycle Gas Turbine Engines. Methods to improve the performance of simple gas turbine plants An Open cycle and losed cycle Gas ubine Engines Mehods o impove he pefomance of simple gas ubine plans I egeneaive Gas ubine ycle: he empeaue of he exhaus gases in a simple gas ubine is highe han he empeaue

More information

4/3/2017. PHY 712 Electrodynamics 9-9:50 AM MWF Olin 103

4/3/2017. PHY 712 Electrodynamics 9-9:50 AM MWF Olin 103 PHY 7 Eleodnais 9-9:50 AM MWF Olin 0 Plan fo Leue 0: Coninue eading Chap Snhoon adiaion adiaion fo eleon snhoon deies adiaion fo asonoial objes in iula obis 0/05/07 PHY 7 Sping 07 -- Leue 0 0/05/07 PHY

More information

Chapter 5. Canopy Spectral Invariants

Chapter 5. Canopy Spectral Invariants Chape 5 Canopy Specal Invaians. Inoducion.... Physical Pinciples of Specal Invaians... 3. RT Theoy of Specal Invaians... 5 4. Scaling Popeies of Specal Invaians... 6 Poble Ses... 39 Refeences... 4. Inoducion

More information

LawsoftheElectroElectricalInduction

LawsoftheElectroElectricalInduction Global Jounal of Reseaches in Engineeing: F Elecical and Eleconics Engineeing Volume 15 Issue 9 Vesion 1. Yea 15 Type: Double Blind Pee Reviewed Inenaional Reseach Jounal Publishe: Global Jounals Inc.

More information

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

Application of Homotopy Analysis Method for Solving various types of Problems of Partial Differential Equations Applicaion of Hooopy Analysis Mehod for olving various ypes of Probles of Parial Differenial Equaions V.P.Gohil, Dr. G. A. anabha,assisan Professor, Deparen of Maheaics, Governen Engineering College, Bhavnagar,

More information

Numerical solution of fuzzy differential equations by Milne s predictor-corrector method and the dependency problem

Numerical solution of fuzzy differential equations by Milne s predictor-corrector method and the dependency problem Applied Maemaics and Sciences: An Inenaional Jounal (MaSJ ) Vol. No. Augus 04 Numeical soluion o uzz dieenial equaions b Milne s pedico-coeco meod and e dependenc poblem Kanagaajan K Indakuma S Muukuma

More information

Research Article Strategic Conditions for Opening an Internet Store and Pricing Policies in a Retailer-Dominant Supply Chain

Research Article Strategic Conditions for Opening an Internet Store and Pricing Policies in a Retailer-Dominant Supply Chain aheaical Pobles in Engineeing Volue 2015, Aicle ID 640719, 15 pages hp://dx.doi.og/10.1155/2015/640719 Reseach Aicle Saegic Condiions fo Opening an Inene Soe and Picing Policies in a Reaile-Doinan Supply

More information

London-Proca-Hirsch Equations for Electrodynamics of Superconductors on Cantor Sets

London-Proca-Hirsch Equations for Electrodynamics of Superconductors on Cantor Sets London-Poca-Hisch Equaions fo Elecodynamics of Supeconducos on Cano Ses Vico Chisiano * Absac In a ecen pape published a Advances in High Enegy Physics (AHEP) jounal, Yang Zhao e al. deived Maxwell equaions

More information

Elastic-Plastic Deformation of a Rotating Solid Disk of Exponentially Varying Thickness and Exponentially Varying Density

Elastic-Plastic Deformation of a Rotating Solid Disk of Exponentially Varying Thickness and Exponentially Varying Density Poceedings of he Inenaional MuliConfeence of Enginees Compue Scieniss 6 Vol II, IMECS 6, Mach 6-8, 6, Hong Kong Elasic-Plasic Defomaion of a Roaing Solid Dis of Exponenially Vaying hicness Exponenially

More information

Introduction to Numerical Analysis. In this lesson you will be taken through a pair of techniques that will be used to solve the equations of.

Introduction to Numerical Analysis. In this lesson you will be taken through a pair of techniques that will be used to solve the equations of. Inroducion o Nuerical Analysis oion In his lesson you will be aen hrough a pair of echniques ha will be used o solve he equaions of and v dx d a F d for siuaions in which F is well nown, and he iniial

More information

MECHANICS OF MATERIALS Poisson s Ratio

MECHANICS OF MATERIALS Poisson s Ratio Fouh diion MCHANICS OF MATRIALS Poisson s Raio Bee Johnson DeWolf Fo a slende ba subjeced o aial loading: 0 The elongaion in he -diecion is accompanied b a conacion in he ohe diecions. Assuming ha he maeial

More information

A STOCHASTIC MODELING FOR THE UNSTABLE FINANCIAL MARKETS

A STOCHASTIC MODELING FOR THE UNSTABLE FINANCIAL MARKETS A STOCHASTIC MODELING FOR THE UNSTABLE FINANCIAL MARKETS Assoc. Pof. Romeo Negea Ph. D Poliehnica Univesiy of Timisoaa Depamen of Mahemaics Timisoaa, Romania Assoc. Pof. Cipian Peda Ph. D Wes Univesiy

More information

Maintenance Service Contracts for Repairable Product Involving Cooperative Relationship between OEM and Agent

Maintenance Service Contracts for Repairable Product Involving Cooperative Relationship between OEM and Agent Mainenance eice Conacs fo Repaiable Poduc Inoling Coopeaie Relaionship beween OEM and Agen H. Husniah Depamen of Indusial Engineeing, Langlangbuana Uniesi,Kaapian 6, Bandun, Indonesia Tel: (+663) -4886,

More information

Probabilistic Models. CS 188: Artificial Intelligence Fall Independence. Example: Independence. Example: Independence? Conditional Independence

Probabilistic Models. CS 188: Artificial Intelligence Fall Independence. Example: Independence. Example: Independence? Conditional Independence C 188: Aificial Inelligence Fall 2007 obabilisic Models A pobabilisic model is a join disibuion ove a se of vaiables Lecue 15: Bayes Nes 10/18/2007 Given a join disibuion, we can eason abou unobseved vaiables

More information

1 Widrow-Hoff Algorithm

1 Widrow-Hoff Algorithm COS 511: heoreical Machine Learning Lecurer: Rob Schapire Lecure # 18 Scribe: Shaoqing Yang April 10, 014 1 Widrow-Hoff Algorih Firs le s review he Widrow-Hoff algorih ha was covered fro las lecure: Algorih

More information

Central Coverage Bayes Prediction Intervals for the Generalized Pareto Distribution

Central Coverage Bayes Prediction Intervals for the Generalized Pareto Distribution Statistics Reseach Lettes Vol. Iss., Novembe Cental Coveage Bayes Pediction Intevals fo the Genealized Paeto Distibution Gyan Pakash Depatment of Community Medicine S. N. Medical College, Aga, U. P., India

More information

156 There are 9 books stacked on a shelf. The thickness of each book is either 1 inch or 2

156 There are 9 books stacked on a shelf. The thickness of each book is either 1 inch or 2 156 Thee ae 9 books sacked on a shelf. The hickness of each book is eihe 1 inch o 2 F inches. The heigh of he sack of 9 books is 14 inches. Which sysem of equaions can be used o deemine x, he numbe of

More information

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

International Journal of Mathematical Archive-3(12), 2012, Available online through  ISSN Intenational Jounal of Mathematical Achive-3(), 0, 480-4805 Available online though www.ijma.info ISSN 9 504 STATISTICAL QUALITY CONTROL OF MULTI-ITEM EOQ MOEL WITH VARYING LEAING TIME VIA LAGRANGE METHO

More information

THE FINITE HAUSDORFF AND FRACTAL DIMENSIONS OF THE GLOBAL ATTRACTOR FOR A CLASS KIRCHHOFF-TYPE EQUATIONS

THE FINITE HAUSDORFF AND FRACTAL DIMENSIONS OF THE GLOBAL ATTRACTOR FOR A CLASS KIRCHHOFF-TYPE EQUATIONS European Journal of Maheaics and Copuer Science Vol 4 No 7 ISSN 59-995 HE FINIE HAUSDORFF AND FRACAL DIMENSIONS OF HE GLOBAL ARACOR FOR A CLASS KIRCHHOFF-YPE EQUAIONS Guoguang Lin & Xiangshuang Xia Deparen

More information

Relative Positioning Method of Using Single-frequency Model for Formation Flying Missions

Relative Positioning Method of Using Single-frequency Model for Formation Flying Missions Inenaional Induial Infomaic and Compue Engineeing Confeence (IIICEC 205) Relaive Poiioning Mehod of Uing Single-fequency Model fo Fomaion Flying Miion Hanyi Shi, Qizi Huangpeng2,a, Yuanyuan Qiao3,4, Yong

More information

Application of Bernoulli wavelet method for numerical solution of fuzzy linear Volterra-Fredholm integral equations Abstract Keywords

Application of Bernoulli wavelet method for numerical solution of fuzzy linear Volterra-Fredholm integral equations Abstract Keywords Applicaion o enoulli wavele mehod o numeical soluion o uzz linea Volea-edholm inegal equaions Mohamed A. Ramadan a and Mohamed R. Ali b a Depamen o Mahemaics acul o Science Menouia Univesi Egp mamadan@eun.eg;

More information

Impact of Crowbar Resistances on Low Voltage Ride Through of Doubly Fed Induction Wind Turbine Generation System

Impact of Crowbar Resistances on Low Voltage Ride Through of Doubly Fed Induction Wind Turbine Generation System 1195 A publicaion of CHEMICA ENGINEERING RANSACIONS VO. 6, 017 Gue Edio: Fei Song, Haibo Wang, Fang He Copyigh 017, AIDIC Sevizi S..l. ISBN 978-88-95608-60-0; ISSN 83-916 he Ialian Aociaion of Cheical

More information

Finite-Sample Effects on the Standardized Returns of the Tokyo Stock Exchange

Finite-Sample Effects on the Standardized Returns of the Tokyo Stock Exchange Available online a www.sciencediec.com Pocedia - Social and Behavioal Sciences 65 ( 01 ) 968 973 Inenaional Congess on Inedisciplinay Business and Social Science 01 (ICIBSoS 01) Finie-Sample Effecs on

More information