Astronomy. Astrophysics. Novel explanation for the shape of the lenticular galaxy bulge and its implication for red spiral galaxy evolution

Size: px
Start display at page:

Download "Astronomy. Astrophysics. Novel explanation for the shape of the lenticular galaxy bulge and its implication for red spiral galaxy evolution"

Transcription

1 A&A 55, ) DOI:.5/4-636/9 c ESO 9 Astronomy & Astrophysics Novl xplanation for th shap of th lnticular galaxy bulg and its implication for rd spiral galaxy volution R. A. Schachar,G.G.Liao,R.D.Kirby, F. Kamangar 3,Z.E.Musilak,4, and G. Rosnstl 5 Dpartmnt of Physics, Univrsity of Txas at Arlington, Arlington, TX 769, USA -mail: ron@ras.com Dpartmnt of Mathmatics, Univrsity of Txas at Arlington, Arlington, TX 769, USA 3 Dpartmnt of Computr Scinc and Enginring, Univrsity of Txas at Arlington, Arlington, TX 769, USA 4 Kipnhur-Institut für Sonnnphysik, Schönckstr. 6, Friburg, 794 Grmany 5 Dpartmnt of Physics, Tulan Univrsity, Nw Orlans, LA 78, USA Rcivd 8 March 9 / Accptd 8 July 9 ABSTRACT Aims. According to Hubbl s classification schm, lnticular galaxis rprsnt an intrmdiat volutionary stp btwn lliptical and spiral galaxis. This volutionary path prdicts that th aspct ratios of both lnticular and spiral galaxis should b smallr than th aspct ratios of thir E6 or E7 lliptical prdcssors. In contradiction to this prdiction, obsrvation has dmonstratd that th aspct ratio of lnticular galaxis is largr than its immdiat lliptical prdcssor. In this papr, w suggst a novl xplanation for this inconsistncy. Mthods. Th approach dscribd in this papr is primarily basd on analytical mthods; howvr, som numrical mthods ar also usd. Rsults. Our ida coms from thortical and xprimntal rsults, which show that a small incras in th quatorial diamtr of an oblat sphroid with an aspct ratio.6 surprisingly causs its minor axis to also incras. W dmonstrat that th sam phnomnon occurs in th isodnsity contours of lliptical galaxis givn by Miyamoto & Nagai Miyamoto M., & Nagai R., 975, PASJ, 7, 533) and in a Maclaurin sphroidal mass in rspons to th gravitational forc gnratd by a circumfrntial quatorial disk. Conclusions. Th rsult of this papr is our xplanation for th transformation of a disky lliptical galaxy into a lnticular galaxy which in rspons to rotation and quatorial diamtr xpansion volvs into a rd spiral galaxy. This volutionary path is consistnt with th common nvironmntal location of disky llipticals, lnticular and rd spiral galaxis and xplains why lliptical galaxis ar gnrally E4. Th proposd volutionary path is opposit to th gnrally accptd formation of lnticular galaxis from th mrgr of spiral galaxis. Ky words. galaxis: bulg galaxis: lliptical, lnticular, cd galaxis: volution. Introction Lnticular galaxis, labld S in Hubbl s classification schm, form a transition btwn lliptical and spiral galaxis Hubbl 96, 936). Th fact that this transition is smooth, which mans that som S galaxis might wll b classifid as llipticals and othrs as spirals, has ld to controvrsy as to whthr lnticular galaxis ar mor closly linkd to lliptical or spiral galaxis van dn Brgh 98). Jans 98) postulatd that lnticular galaxis volv from lliptical galaxis as a consqunc of rotation Sandag 5). Consistnt with Jans postulat, Miyamoto & Nagai 975) showd that a family of dcrasing isodnsity contours with dclining aspct ratios can dscrib th morphological diffrncs of lliptical and spiral galaxis s also Satoh 98; Zhnglu ; Bas 8). Howvr, thr ar two basic problms with this volutionary path: First, spiral galaxis ar blur in color, signifying that thy ar youngr in ag than th rddr lliptical and lnticular galaxis. Rcntly, Bamford t al. 9) studid th morphology, color, nvironmnt and stllar mass of galaxis using data from ovr 5 objcts from Galaxy Zoo, th largst sampl of visually classifid morphologis yt compild. Intrstingly, thy dmonstrat th xistnc of rd spiral galaxis locatd in th sam nvironmnt as lliptical and lnticular galaxis and show that thr is an nvironmntal dpndnc for color byond that for morphology. This finding implis that th volution of spiral galaxis may dpnd on thir nvironmnt. Young blu spiral galaxis ar routinly obsrvd in lss dns nvironmnts whr thr ar fwr lnticular galaxis. Rd spirals ar locatd in dnsr nvironmnts whr thr ar many lliptical and lnticular galaxis. Dos this imply diffrnt volutionary paths for young and old spiral galaxis? Scond, it has bn obsrvd that th man aspct ratio, minor axis/major axis ratio, of lnticular galaxis is.5 ±.5 calculatd from Tabl of Michard & Marchal 994), which is gratr than E6 and E7 lliptical galaxis, that hav aspct ratios of.4 and.3, rspctivly. According to th Hubbl - Jan s schm E6 and/or E7 galaxis should volv by rotation into lnticular galaxis. But how can this occur whn th aspct ratio and thrfor th minor axis of lnticular galaxis is gratr than thir immdiat lliptical prdcssors? Th lattr qustion is addrssd by th gnral blif that lnticular galaxis form as a consqunc of th collision of spiral galaxis Abraham & van dn Brgh ; Bdrgal t al. 6); howvr, this hypothsis has not yt bn confirmd by N-body simulations Hrnandz & L 4; Mallr t al. 6). In addition, th complx rlationship btwn morphology,

2 64 R.A. Schachar t al.: Bulg of lnticular galaxis Fig.. Photograph of a stp profil incd by applying traction in th 8 dgr mridian to an oil film floating on watr. Th tractional pins xtnd into th oil film and not into th watr blow. color, stllar mass and th nvironmntal location of galaxis implis a gntl volutionary path, not violnt major mrgrs Bamford t al. 9). Th purpos of this papr is to suggst, consistnt with Bamford s t al. 9) data, that thr may b sparat pathways for th dvlopmnt of blu youngr) and rd oldr) spiral galaxis. This diffrntiation is basd on our xplanation for th incras of th minor axis of an lliptical galaxy as it transforms into a lnticular galaxy. Th ida is basd on th chang in shap that occurs whn th major axis of an ncapsulatd biconvx objct with a long oval cross sctional profil is incrasd 5%, countrintuitivly, th lngth of its minor axis also incrass, its cntral surfacs stpn, and its priphral surfacs flattn; i.., th objct morphologically obtains a stp profil. It has bn dmonstratd that this morphological stp profil occurs as a consqunc of minimization of surfac curvatur, a surrogat for bnding nrgy Schachar t al. 8). Th morphological stp profil has a rmarkabl rsmblanc to th dg-on isophotal shap of a lnticular galaxy bulg as shown by th stp profil incd in a floating oil film in rspons to quatorial traction Fig. ). Th floating oil film xprimnt is shownasanxamplofthffct of minimization of nrgy on objct shap and not to imply that th hydrodynamics, molcular forcs and surfac tnsion of th floating oil film ar dirctly applicabl to a rotating body of stars controlld by gravity. To dmonstrat that th sam phnomnon can b important for galaxy volution, w considr th shap changs that occur to isodnsity contours of lliptical galaxis givn by Miyamoto & Nagai 975) and a Maclaurin sphroidal mass in rspons to th gravitational forc of a circumfrntial quatorial disk. In both cass, similar morphological stp profils ar obsrvd. Th obtaind rsults ar usd to justify our suggstion that disky lliptical galaxis transform into lnticular galaxis, which thn volv into rd spiral galaxis as a consqunc of an incras in th quatorial diamtr of th lnticular galaxy s Scts. and 3). Our discussion and conclusions can b found in Scts. 4 and 5. Obviously, our goal is not to dvlop a dtaild modl of spiral galaxy volution, but only to dmonstrat that th phnomnon may b rlvant.. Transformation of galaxis with Miyamoto & Nagai s isodnsity contours into stp profils Whn a circumfrntial quatorial disk is addd to an lliptical galaxy, th disk applis a gravitational forc that xpands th galaxy in its quatorial plan. Th rdistribution of th galaxy s mass changs th ovrall shap of th galaxy so that it is in a minimal nrgy stat. To dtrmin th nw shap of th galaxy, th minimal nrgy stat of th mass distribution of th galaxy is simulatd by minimizing th curvatur of th galaxy s isodnsity contour. Using solutions of Poisson s quation, Miyamoto & Nagai 975) calculatd th isodnsity contours of a rotating lliptical galaxy with dclining dnsity distribution. Thy show that th incd dnsity chang can account for th morphological diffrncs btwn lliptical and spiral galaxis; howvr, thir analysis dos not prdict th xistnc of a lnticular galaxy btwn an lliptical and spiral galaxy with an aspct ratio gratr than both typs of galaxis. It has bn wll stablishd that most lliptical galaxis hav disks Bndr t al. 989; Rix & Whit 99; Jørgnsn & Franx 994; Magorrian 999; Cappllari 8; Krajnović tal. 8) and ths disky lliptical galaxis ar distinguishabl from lnticular galaxis Jaff t al. 994; Caon & Einasto 995; Katsiyannis t al. ; Kormndy t al. 9). W propos that th gravitational forc gnratd by th circumfrntial quatorial disk incrass th quatorial diamtr major axis) of th lliptical galaxy causing it to volv into a lnticular galaxy. To assss this possibility, w valuat th morphological changs that will occur to an lliptical galaxy whn its major axis is incrasd. W bgin by calculating th shap of an lliptical galaxy using cylindrical coordinats as givn by Miyamoto & Nagai s 975) ρr, z) = b M 4π ar + [q + 3 z + b ][a + z + b ] {R + [a +, ) z + b ] } 5 z + b ) 3 whr ρ is dnsity, M is total mass, and a and b ar positiv constants with dimnsions of lngth. W modify this quation by introcing dimnsionlss vrtical and horizontal coordinats, Z = z a and X = R a, rspctivly, and ltting q = b a so that ρx, Z) = q M X + [ + 3 Z + q ][ + Z + q ] 4πa 3 {X + [ +, ) Z + q ] )} 5 Z + q ) 3 whr ρ, M, a 3 and 4π ar incorporatd into a singl paramtr, P = 4πρa3 M and thn PX, Z) = q {X + [ + 3 Z + q ][ + Z + q ] } {X + [ +. 3) Z + q ] )} 5 Z + q ) 3 Sinc th man aspct ratio of lnticular galaxis is.5 and th Jans-Hubbl schm prdicts an E6 or E7 lliptical galaxy will convrt into a lnticular galaxy, shap paramtrs ar slctd to covr this rang of lliptical galaxis; i.., E7 to E4.3 aspct ratio.6). For ach lliptical galaxy th dnsity paramtr, P, is varid from. to.. Th curvatur of th isodnsity contour is givn by Z κx, Z) =. 4) + Z ) 3

3 To simulat th gravitational ffct of a circumfrntialquatorial disk, th major axis of th isodnsity contour of th lliptical galaxy is incrasd.5%. To nsur th nw galaxy shap is in th lowst nrgy stat, th calculus of variation is usd to minimiz th squar of th diffrnc of th curvaturs btwn th isodnsity contour of th lliptical galaxy and th nw galaxy contour [κzx)) κz o X))] ds. 5) Th problm is solvd numrically using standard optimization softwar with th following constraints: R.A. Schachar t al.: Bulg of lnticular galaxis 65 Arc lngth + Z o dx + Z dx n + Z o dx. 6) Ara Z o dx Z dx n Z o dx. 7) Surfac ara X + Z o dx X + Z dx n X + Z o dx, 8) Fig.. Simulation of th ffct of a circumfrntial quatorial disc on th shap of galaxy isodnsity contours solid curv) with aspct ratios =.6 and dnsitis P =.., which all chang into stp profils dashd curvs). whr. n.3 and volum is unconstraind. Th boundary conditions ar Z.5X o ) =, 9) dx dz =, ) Z= dz dx =, ) X= whr X o, ) is th intrcpt of th isodnsity contour with th major axis of th lliptical galaxy. Th obtaind rsults ar givn in Figs. 5, which show that in ach cas th minor axis of th galaxy isodnsity contour incrass as a consqunc of an incras in its major axis transforming th galaxy isodnsity contour into a stp profil. 3. Formation of a stp profil in a Maclaurin sphroid with a toroidal disk Th shap changs of a Maclaurin sphroidal mass in rspons to incrasing angular momntum hav bn usd to prdict th shaps of galaxis Sandag 5). With incrasing angular momntum th Maclaurin sphroidal mass bcoms mor oblat until it has an ccntricity of.8, which is quivalnt to an aspct ratio of.6. At this point, th Maclaurin sphroid is unstabl and with a dcras in angular momntum will bcom a Jacobi llipsoid Eriguchi & Hachisu 98; Dankova & Rosnstl 998). Altrnativly, w propos that if a Maclaurin sphroid mass has an aspct ratio.6 and has a circumfrntial quatorial disk, th Maclaurin sphroid will morphologically form a stp profil whil angular momntum rmains constant. Fig. 3. Simulation of th ffct of a circumfrntial quatorial disc on th shap of galaxy isodnsity contours solid curv) with aspct ratios =.5 and dnsitis P =.., which all chang into stp profils dashd curvs). 3.. Configuration Considr th symmtry axis of a surfac of rvolution alignd with th z-axis. Th surfac bounds a connctd rgion Ω that contains a total mass M in a volum V = volω). Th mass is distributd uniformly insid th surfac. Using cylindrical coordinats, th profil of th surfac is dfind by a function r = f z) for z m z z m. For ach point z along th symmtry axis insid th surfac, th polar coordinat rangs from r =, th symmtry axis, to r = f z), th boundary of th surfac. Th surfac of rvolution is symmtrical: f z) = f z)for z m z z m.

4 66 R.A. Schachar t al.: Bulg of lnticular galaxis Fig. 6. Rfrnc llips solid curv) and stp profil dashd curv). Fig. 4. Simulation of th ffct of a circumfrntial quatorial disc on th shap of galaxy isodnsity contours solid curv) with aspct ratios =.4 and dnsitis P =.., which all chang into stp profils dashd curvs). rigidly rotating mass M within th rgion Ω. Th kintic nrgy and slf-nrgy of th toroidal mass ar considrd constants. 3.. Volum of th Maclaurin sphroid To dtrmin th volum of th mass, imagin th mass is dividd into narrow cylindrical slics prpndicular to th symmtry axis. Th slic at position z along th axis has width dz and radius r = f z). Th slic s volum is π f z) dz and th mass s volum is th intgral zm zm V = π f z) dz = π f z) dz. ) z m For an oblat sphroid, th profil is f sph z) = a z /c, whr c = z m dnots th minor smi-axis lngth and a > c is th major smi-axis lngth. Th volum is V = 4πa c/3. Fig. 5. Simulation of th ffct of a circumfrntial quatorial disc on th shap of galaxy isodnsity contours solid curv) with aspct ratios =.3 and dnsitis P =.., which all chang into stp profils dashd curvs). Anothr mass M xt is distributd uniformly along th circumfrnc of a circl of radius R in th z = plan. This circl is cntrd at th origin, which is th gomtrical cntr of th symmtrical surfac. Th radius R >> f ) > z m >. Th xtrnal mass modls a toroidal galactic disk. Th total potntial nrgy U is th sum of two trms: ) th gravitational intraction nrgy U xt btwn th mass M and th xtrnal mass M xt and ) th gravitational slf-nrgy U slf of th mass. Th total kintic nrgy is just th kintic nrgy of th 3.3. Two-dimnsional stp profil and volum corrctions Using a rfrnc llips with a smimajor axis lngth a = arbitrary units) and smiminor axis lngth c = / and th stp profil gnratd by incrasing th major axis of th rfrnc llips %, th diffrnc Δ f btwn th stp profil s function, r = f z), and th llips s function, r = f sph z), ar plottd in Fig. 6. Th diffrnc function is approximatd by thr sgmnts Fig. 7). Δ f =.8.593z.5336z, r r sph = Δ f =.57z.664)/.956z), 3) Δ f 3 =.6.58 z).493, whr Δ f, Δ f and Δ f 3 ar valid in th rang z.53,.53 z.5 and.5 z.58, rspctivly. Th ara of on quadrant of th llips is πac/4 = π/8 =.393. Th diffrnc btwn th singl quadrant aras boundd by th stp profil and llips is zm f z)dz.5 + Δ f dz +.53 c f sph z)dz = Δ f dz Δ f 3 dz =.67. 4)

5 R.A. Schachar t al.: Bulg of lnticular galaxis 67 Fig. 7. Diffrnc function r r sph btwn th stp profil curv and th rfrnc llips, which is approximatd by thr sgmnts. Fig. 8. Diffrnc Δg btwn th squar of th stp profil s function and th squar of th llips s function, which is approximatd by thr sgmnts. Th fractional chang in th quadrant s ara is.%, a ngligibl shift Thr-dimnsional surfac of rvolution Th diffrnc btwn th volum of th stp profil and th volum of th llipsoid is ΔV = π zm f z) dz π c f sph z) dz. 5) Th diffrnc Δg btwn th squar of th stp profil s function and th squar of th llips s function is approximatd by thr sgmnts Fig. 8) Δg z) = z z z 6, 6) Δg z) = z z z 6, 7) Δg 3 z) = z, 8) whr z I = [,.39) for Δg z), z I = [.39,.5) for Δg z), and z I 3 = [.5,.58] for Δg 3 z). Th function Δg is Δgz) =Δg z)χ I z) +Δg z)χ I z) +Δg 3 z)χ I3 z), 9) Volum corrction Th volums V ɛ of th surfacs of rvolution, indxd by ɛ> and dfind by th cylindrical radial function rɛ z) = r sph z) + ɛδgz), ) whr th llipsoid s radial function is r sph z) = 4z ) χ Isph z), I sph = [,.5], 3) ar lss than th volum of th rfrnc sphroid V sph = π/3: V ɛ =.375 ɛ. 4) V sph To rst th volums qual to th llipsoid s valu, dfin th dilation r ɛλ z) = λr ɛ z/λ) 5) for λ. Th volum of th nw surfac of rvolution is V ɛλ = λ 3 V ɛ which is st qual to V sph Fig. 9). Thrfor, th volumcorrcting factor λ is λ =.375 ɛ) /3 = +.58ɛ +. 6) whr th charactristic function is χ I z) = {, z I,, z I. ) Th volum of th llipsoid is 4πa c/3 = π/3 =.94. Th diffrnc btwn th volums boundd by th stp profil and llips is.39.5 ΔV = π Δg dz + π Δg dz +π Δg 3 dz =.665. ) Th fractional chang in th volum is 3.% Kintic nrgy of th Maclaurin sphroid and th stp profil Whn th surfac of rvolution rotats rigidly about its symmtry z-axis, th momnt of inrtia is I = dz πr dr dr = πd dz rz) 4, 7) whr d = M/V is th uniform dnsity. Whn th surfac is a sphroid with smi-axis lngths, a = b and c, th momnt of inrtia is I sph = I a/r) = I ) /3, I = 5 MR, 8)

6 68 R.A. Schachar t al.: Bulg of lnticular galaxis Fig. 9. Ellips solid curv), stp profil dashd curv) and volumcorrctd stp profil dottd curv). whr R 3 = a c and th ccntricity is = c /a.thllipsoid has smi-axis lngths a = b = andc = /, ccntricity = 3/, R = /3, I = 5 M4 /3,andI sph = 5 M. For th volum-corrctd surfac of rvolution, th momnt is I = π dλ 4 dz r ɛ z/λ) 4 = π dλ 5 r ɛ u) 4 = π dλ 5 r sph u) + ɛδgu) π dλ 5 [ rsph 4 u) + ɛ r sph u) Δgu)]. 9) Whn ɛ =, th momnt of inrtia simplifis to th llipsoidal valu I sph = πd = πd / dzr 4 sph z) 4z ) dz = M 5. 3) Th momnt of inrtia of th volum-corrctd stp profil is I ɛλ = I sph.34 ɛ). 3) Th kintic nrgy is th squar of th angular momntum L dividd by twic th momnt of inrtia. Lt U dnot a convnint nrgy unit chosn blow to giv th gravitational slfnrgy of a sphr of mass M and radius R) and dfin th dimnsionlss angular momntum λ = L/ I U. Th kintic nrgy, in units of U, of a sphroid is T sph = L I sph U = λ ) /3, 3) and for th stp profil T ɛλ = T sph +.34ɛ). 33) 3.5. Slf-nrgy of th stp profil Th stp profil forms as a rsult of a small incomprssibl dformation of th sphroid. Th mass dnsity dr) quals a constant d for a position vctor r insid th stp profil and quals zro for r outsid th rgion Ω. Th mass dnsity of th llipsoid, d sph r), quals d whn r is insid th llipsoid and quals zro for r outsid th llipsoid. Th diffrnc btwn ths dnsitis is a function δdr) = dr) d sph r) which is zro xcpt for a narrow domain around th surfac of th llipsoid. Mor gnrally, considr a family of stp profils indxd by a ral numbr ɛ with th dnsitis d ɛ r) = d sph r) + ɛδdr). 34) At ɛ = th stp profil s dnsity d ɛ quals th llipsoid s dnsity d sph. Th slf-nrgy of a stp profil is U slf = G dɛ r)d 3 rd ɛ r )d 3 r r r, 35) whr G is th univrsal gravitational constant and r r dnots th distanc btwn positions r and r.toordrɛ th slf-nrgy is U slf G dsph r)d 3 rd sph r )d 3 r r r dsph r )d 3 r δdr)d 3 r ɛg r r. 36) Th first trm is th Maclaurin sphroid s slf-nrgy U sph and is a known quantity Chandraskhar 969; Dankova & Rosnstl 998), U sph = U /6 arcsin) ), 37) whr th ccntricity = c /a. Th slf-nrgy U of a rfrnc sphr of radius R and mass M is dtrmind by U = 3/5)GM /R,whrR 3 = a c. Th scond intgral may b xprssd in trms of th function dsph r )d 3 r U surf r) = G r r. 38) Thrfor, th stp profil s slf-nrgy is, to ordr ɛ, U slf = U sph + ɛ δdr) U surf r)d 3 r. 39) Sinc δdr) is zro outsid of a narrow rgion nar th llipsoid s surfac, th potntial nrgy U surf r) to th llpsoidal mass must b dtrmind only for points r nar th llipsoid s surfac. For th stp profil s surfac of rvolution, th intgral is rɛλ z) U slf U sph = d dz πr dru surf r) πd r sph z) dz r ɛλ z) r sph z)) U surf z), 4) whr, to obtain ovrall accuracy of ordr ɛ, itissufficint to valuat th potntial nrgy U surf z) at th surfac, Eq. 38). Th potntial nrgy at th surfac is th sum of two trms, a constant

7 R.A. Schachar t al.: Bulg of lnticular galaxis 69 trm and a trm proportional to z. Th intgral involving th constant trm is zro to volum consrvation. Lt us dfin ΔU U slf U sph and writ ΔU = πd dz rɛλ ) a r sph πgd) A ) c A 3 z = πd) a G A ) c A 3 dz λ rɛ sph) r z. 4) Th first trm in this intgral, to ordr ɛ, is dz λ rɛ z λ ) z = λ 5 rsph u) + ɛδgu)) u = rsph u) u + ɛ.59 rsph u) +Δgu)) u, 4) sinc λ ɛ. Thrfor, to ordr ɛ, th chang in th slf-nrgy is ΔU = πd) a G A ) c A 3 ɛ.59/3.9) = πd) G.74) ɛ =.95)U ɛ, 43) a whr A A c 3 = Potntial nrgy of th Maclaurin sphroid Th surfac of th llipsoid is dfind by th quation, = x /a + x /a + x 3 /a 3. Th gravitational potntial nrgy for th intrior and xtrior of a homognous llipsoid with smiaxis lngths a, a, a 3 is dfind by two quantitis: th gravitational potntial nrgy V and th gravitational slf-nrgy W Chandraskhar 969) Intrior points At an intrior point r = x, x, x 3 ), th potntial nrgy Chandraskhar 969) is 3 V = πgd I A l x l, 44) l= whr I = a l A l. For an oblat sphroid a = a > a 3 ) with ccntricity = a 3 /a, th indx symbols Chandraskhar 969) ar A = A = arcsin). 45) 3 A 3 = arcsin). 46) 3 For points intrior to th llipsoid s surfac, U surf = V Surfac points Th gravitational potntial at an llipsoid s surfac is a U surf = πgd A ) c + A 3 c a + A ) ) c A 3 z. 47) Points xtrior to th sufac At an xtrior point r = x, x, x 3 ), th potntial nrgy Chandraskhar 969) is 3 V = πgda a a 3 Δ x i a i + u, 48) λ i= whr Δ= a + u)a + u)a 3 + u). Th lowr limit λ of intgration is dtrmind implicitly by th quation 3 i= x i =. 49) a i + λ For points xtrior to th llipsoid s surfac, U surf = V. For oblat sphroids, th abov intgrals may b valuatd as follows: λ lim + λ λ lim + λ λ lim + λ π arccot Δ = Δ = a Δa + u) = Δa 3 + u) = π arccot / ) λ/a + a, 5), 5) λ/a + / )) λ/a + a 3 3 λ/a + a 5) 3 λ/a + ), Δa + u) = 3 a 3 λ/a + ), 53) 3 / )) π arccot λ/a + + Δa 3 + u) = 3 a 3 a 3 3 a 3 λ/a +, 54) λ/a + ). 55) Potntial nrgy to th xtrnal toroidal mass For a mass M xt distributd uniformly along a circl of radius R in th z = plan xtrnal to th llpsoid with linar mass dnsity M xt /πr, th gravitational potntial nrgy at a point r is U xt r) = GM xt πr π R dθ r r, 56) whr th intgration is ovr th circumfrnc of a circl of radius R, th points of which ar dnotd by r. In cylindrical coordinats r = r,θ,z), r = R,θ, ) and th Grn s function is r r = π rr imθ θ ) Q m / χ), 57) m=

8 6 R.A. Schachar t al.: Bulg of lnticular galaxis whr r + R χ = + z) 58) rr and Q m / is th half-intgr Lgndr function of th scond kind Cohl & Tohlin 999). Th intgrals for vry trm in th summation xcpt m = ar zro and th potntial simplifis to U xt r) = GM xt π Q / χ). 59) rr Th m = Lgndr function of th scond kind is Q / χ) = μkμ), whr K is th complt lliptic intgral of th first kind and μ = + χ = 4rR r + R ) + z. 6) Thrfor th potntial fild to th xtrnal mass is GM xt U xt r, z) = π Kμ). 6) r + R ) + z A usful approximation to th complt lliptic intgral of th first kind is π Kμ) μ) /4 π ) μ4 9μ μ μ ) For larg R th potntial fild may b approximatd by a Taylor sris in / R, w obtain U xt r, z) = GM xt + r 7 R R 3/ 6 r R +GM xt 7 3 r3/ + 5z 5r + R 5/ 4 R 3. 63) 3.8. Intraction nrgy btwn th Maclaurin sphroid and th xtrnal toroidal mass Th gravitational intraction nrgy btwn a sphroid and th toroidal mass is U sph tor = U xt r)dr)d 3 r 64) a c r /a = d πr dr dz[fr, z)] = 3GM Mxt ) a R 3 r dr[gr, u)], M whr GM xt Fr, z) = π Kμ), r + R ) + z 65) Gr, u) = sinh u) + rr and u = c r /a /R + r). tan u) R + r +, 66) Whn R is larg compard to th dimnsions of th llipsoid, th intraction nrgy U st U sph tor /U rcs to U st = GMM xt R U + 5π Mxt 6 γ /6 M.643 γ / Mxt ) ) 3/ R M R ) ) ) 5/ R R + O R = GMM xt R U ηγ / +, 67) whr γ = ) and th small prturbation paramtr for th xtrnal mass is η =.643 Mxt M R ) R R ) 3/. 68) 3.9. Intraction nrgy btwn th stp profil and th xtrnal toroidal mass Using th Taylor sris for th gravitational potntial, Eq. 63), th intraction nrgy U sph tor btwn a stp profil and th toroidal mass is rɛλ z) = d dz πr dru xt r) U sph tor = GMM xt R = GMM xt R GMM xt R π dgm xt R 3/ U M xt M U M xt M R rɛλ dz ) 3/ 7/6 R ) 3/ R 7/6 λ 7/ R [ r 5/ sph u) ɛr/ sph u)δgu) ] r 3/ dr + O ) R r 5/ ɛλ z)dz + GMM ) 3/ xt M xt R U / ɛ) R M R [ / 4z ) 5/4 dz + 5ɛ / ] 4z ) /4 Δg dz = GMM ) 3/ xt M xt R U / ɛ) R M R ɛ) = GMM xt ηu / ɛ).453ɛ) R = U s t +.9)ηU ɛ. 69) 3.. Equilibrium configurations of th rotating masss By minimizing th total nrgy, w dtrmin quilibrium configurations Total nrgy of th Maclaurin sphroid Th total nrgy E of an llipsoid of ccntricity is th sum of th kintic nrgy of rigid rotation and th gravitational slfnrgy, E = λ γ /3 /6 arcsin) γ, 7)

9 whr th nrgis ar in units of U and th angular momntum λ is in units of I U. Minimization of th nrgy dtrmins th Maclaurin sphroid xprssion for th angular momntum as a function of th ccntricity, λ Maclaurin = γ /6 [ 3 ) arcsin) 3 γ R.A. Schachar t al.: Bulg of lnticular galaxis 6 ]. 7) 3... Total nrgy of th Maclaurin sphroid + xtrnal toroidal mass Th total nrgy is E = λ γ /3 /6 arcsin) γ ηγ /. 7) Enrgy minimization dtrmins th angular momntum of th quilibrium stats λ = λ Maclaurin η. 73) γ5/ Not that th zro angular momntum quilibrium solution occurs at ccntricity > Total nrgy of th stp profil + xtrnal toroidal mass Whn th nrgy is minimizd for an llipsoid with ccntricity = 3/ plus an xtrnal toroidal mass, Eq. 73) dtrmins th angular momntum. If th llipsoid is dformd continuously into th stp profil whil th angular momntum is hld constant, th total nrgy changs from its sphroidal valu E Maclaurin to E stp profil = E Maclaurin.5.57η)U ɛ + 74) This xprssion is a Taylor sris which, for small η, dtrmins accuratly th drivativ of th nrgy of th stp profil as a function of ɛ. For larg valus of η, whichisa masur of th strngth of th intraction btwn th mass M and th xtrnal toroidal mass M xt, trms byond th first two in th xpansion of Eq. 63) must b includd in th drivation. Th stp profil has a lowr nrgy than th sphroid whn η<.8 transforming th disky lliptical galaxy into a lnticular galaxy. Th ngativ chang from th sphroidal nrgy is th rsult of an incras in th kintic nrgy that is offst by a slightly gratr dcras in th gravitational slf-nrgy. 4. Discussion Our rsults dmonstrat that th minor axs of both th isodnsity surfacs of lliptical galaxis with aspct ratios.6 and Maclaurin sphroidal masss will incras and morphologically form stp profils whn subjctd to a small incras in thir major axs in rspons to th gravitational forc of a circumfrntial quatorial disk. Th small displacmnt and consquntly minimal forc rquird to mak this chang may xplain th transformation of a disky lliptical galaxy into a lnticular galaxy. Disky lliptical galaxis can form as a consqunc of th collaps of an lliptical galaxy. During th collaps sufficint outward transfr of angular momntum is gnratd to proc a circumfrntial quatorial disk Larson 975). Altrnativly, disky lliptical galaxis may form from minor Fig.. A narly dg-on photograph of lnticular galaxy NGC 549 Courtsy of Sloan Digital Sky Survy) with suprposition of an oil film s stp profil outlin on th lnticular galaxy s bulg. mrgrs Bournaud t al. 7; Naab t al. 999) or rotation Jans 98). Disky lliptical galaxis appar to rprsnt a diffrnt track for galaxy volution Bndr t al. 989; Nito & Bndr, 989; Kormndy t al. 9). Sinc such a disky lliptical galaxy rotats rapidly Cappllari t al. 6, 7), its ccntricity will incras until it bcoms an E4, aspct ratio =.6. At that point, a small gravitational forc gnratd by th circumfrntial quatorial disk will incras both th major and minor axs of th lliptical galaxy transforming it into a lnticular galaxy Fig. ). This procss is mor fficint as th aspct ratio of th disky lliptical galaxy dclins blow.6 Schachar t al. 8). This may xplain why lliptical galaxis ar E7 and th majority ar E4 Crsci t al. 6; Hao t al. 6). According to th abov discussion, th transformation of a disky lliptical galaxy into a lnticular galaxy sms to b a plausibl procss. Morphological high-rsolution, multiwavlngth data from high-rsolution Hubbl Spac Tlscop HST) Advancd Camra Survys suggsts lnticular galaxy formation is a slow procss Wilman t al. 9). Th Sloan Digital Sky Survy SDSS) shows that disky lliptical and lnticular galaxis ar mostly found in isolatd high dnsity nvironmnts Bamford t al. 9). Lnticular galaxis xist whr th gas dnsity and tmpratur ar too low for thm to form by ram prssur striping or vaporation of a spiral galaxy and th bulgdisc ratio of lnticular galaxis is systmatically largr than thos of spiral galaxis Drsslr 98). Th distanc btwn lnticular, lliptical and rd spiral galaxis Bamford t al. 9) is smallr than th distanc btwn lnticular and blur spiral galaxis Drsslr t al. 997; Bamford t al. 9). Th ag of th bulg and th disc of lnticular galaxis Fishr t al. 996), kinmatics, and proprtis of lnticular and lliptical galaxis ar similar Sandag & Visvanathan 978; Fishr t al. 996; Jørgnsn t al. 996; D Propris t al. 5; Cappllari t al. 6, 7; Emsllm t al. 7a; Hlmboldt 7; Naab & Ostrikr 9); howvr, it is important to apprciat and diffrntiat btwn slowly rotating lliptical galaxis, which hav low llipticitis, ar gnrally massiv, mtal-rich, and hav shallow photomtric profils, and th rapidly rotating lliptical, disky lliptical and lnticular galaxis, which hav high llipticitis, tnd to b rotationally supportd, ar faintr

10 6 R.A. Schachar t al.: Bulg of lnticular galaxis objcts, and tnd to b mtal-poor Davis & Illingworth 983; Jaff t al. 994; Kormndy & Bndr 996; Erwin t al. 4; Bdrgal t al. 7; Cappllari t al. 6, 7). Th distribution of fast and slow rotating galaxis and th vidnc that boxy and disky llipticals rprsnt diffrnt volutionary paths justifis sparating fast and slow rotating galaxis Bndr t al. 989; Nito & Bndr 989; Emsllm t al. 7a; Kormndy t al. 9). Slowly rotating galaxis ar mor commonly classifid as massiv lliptical galaxis, whil fast rotators ar gnrally faintr and classifid as lliptical or lnticular galaxis Bndr 988; Emsllm t al. 7b). Francis & Andrson 9) hav proposd a nw thory for th formation of galaxy spiral arms that dos not rquir a significant incras in galaxy rotational vlocity. According to this thory, spiral arms ar formd as a consqunc of an incras in galaxy quatorial diamtr. Onc th spiral arms form thy nlarg and vntually form two nring spiral arms. This thory fits with our postulation of th transformation of a lnticular galaxy into a rd spiral galaxy. A small quatorial diamtr xpansion of a disky E4 in rspons to th gravitational forc of its circumfrntial quatorial disk transforms th disky E4 into a lnticular galaxy. If th mass of th circumfrntial quatorial disk incrass by accrtion or a minor mrgr, it will apply mor gravitational forc, which will furthr xpand th quatorial diamtr of th lnticular galaxy initiating th formation of spiral arms as proposd by Francis & Andrson 9). In addition, lnticular galaxis hav a rang of rotational vlocitis Emsllm t al. 4, 7a). Any incras in rotational vlocity will nhanc spiral arm formation Jans 98) and th transformation of a lnticular galaxy into a rd spiral galaxy. Th transition of a disky lliptical galaxy into a lnticular galaxy and thn into a rd spiral galaxy is consistnt with thir location with rspct to th galaxis groupcntr. A gratr prcntag of lliptical galaxis ar locatd closr to th group cntr than rd spiral galaxis, which hav a clar fractional pak that is locatd furthr from th group cntr. Approximatly 3% of rd spiral galaxis ar locatd at.4 R vir. At highr dnsitis or in th cors of groups th fraction of rd spiral galaxis dclins sharply Bamford t al. 9). This distribution of galaxy typ in rlationship to th group cntr suggsts a timlin that is consistnt with th proposd volutionary path for rd spiral galaxis. In contrast, blu spiral galaxis prfrntially inhabit low dnsity nvironmnts and thy diminish stadily from th last dns to th most dns nvironmnts Bamford t al, 9; Schawinski t al. 9). Th proposd volutionary pathway is opposit to th gnrally accptd formation of lnticular and lliptical galaxis from th mrgr of spiral galaxis. Although it is documntd that galaxy mrgrs occur, it is our contntion that this is not th major volutionary path for lnticular or rd spiral galaxis. That disky lliptical galaxis transform into lnticular galaxis which convrt into spiral galaxis implis that th tiology of Hubbl s tuning fork schm should b r-xamind. Jans 98) thorizd that th Hubbl s tuning fork was a consqunc of galaxy rotation. As th rotational vlocity of an lliptical galaxy incrasd it would progrssivly flattn and vntually form spiral arms. According to Jans 98) hypothsis rotational vlocity should prdict galaxy typ and lnticular galaxis should hav a smallr aspct ratio than thir immdiat lliptical prdcssors. Nithr of ths prdictions is tru. Jans 98) was not awar of th xistnc of disky lliptical galaxis. Thrfor h did not considr th implications of th gravitational forc of th circumfrntial quatorial disk on th shap of a galaxy and its ability to initiat th formation of spiral arms with a minimal chang in rotational vlocity. Although w contnd that blu spiral galaxis follow a diffrnt volutionary path than rd spiral galaxis, it is possibl that thy ar part of Hubbl s tuning fork schm. An E4 disky lliptical transforms into a lnticular galaxy that dvlops spiral arms convrting it into a rd spiral galaxy. Th formation of spiral arms causs gratr turbulnc and pockts of high dnsity gnrating molcular gas clouds from which protostars form Francis & Andrson 9) transforming th rd spiral galaxy into a blu spiral galaxy Kannappan t al. 9). 5. Conclusions Th main rsult of this papr is our novl xplanation for th obsrvation that th aspct ratio of lnticular galaxis is gratr than thir immdiat lliptical prdcssors. Th ida is that a small incras in th major axis of an oblat objct with an aspct ratio.6 causs its minor axis to incras Schachar t al. 8). Th circumfrntial quatorial disk of an E4 lliptical galaxy supplis th gravitational forc rquird to incras its quatorial diamtr. This causs th E4 to transform into a lnticular galaxy. An incras in mass of th disk of th lnticular galaxy causs th quatorial diamtr of th lnticular galaxy to xpand initiating th formation of spiral arms Francis & Andrson 9). This convrts th lnticular galaxy into a rd spiral galaxy. Th common nvironmnt of disky lliptical, lnticular, and rd spiral galaxis, and thir fractional groupocntric distancs support this volutionary procss Bamford t al. 9). Acknowldgmnts. W thank th anonymous rfr for a carful rading of th manuscript and th invaluabl, thoughtful suggstions that significantly improvd and broadnd th implications of our work. Rfrncs Abraham, R. G., & van dn Brgh, S., Sci, 93, 73 Bas, M. 8, MNRAS, arxiv.org/pdf/8.5483v Bamford, S. P., Nichol, R. C., Baldry, I. K., t al. 9, MNRAS, 393, 34 Bdrgal, A. G., Aragón-Salamanca, A. Mrrifild, M. R., & Milvang-Jnsn, B. 6, MNRAS, 37, 9 Bdrgal, A. G., Aragón-Salamanca, A., Mrrifild, M. R., & Cardil, N. 7, in Proc. IAU Symp., 4, Bndr, R. 988, A&A, 93, L7 Bndr, R., Surma, P., Döbrinr, S., t al. 989, A&A 7, 35 Bournaud, F., Jog, C. J., & Combs, F. 7, A&A, 476, 79 Caon, N., & Einasto, M. 995, MNRAS, 73, 93 Cappllari, M. 8, MNRAS, 39, 7 Cappllari, M. Bacon, R., Burau, M., t al. 6, MNRAS, 366, 6 Cappllari, M., Emsllm, E., Bacon, R., t al. 7, MNRAS, 379, 48 Chandraskhar, S. 969, Ellipsoidal Figurs of Equilibrium Nw Havn: Yal Univ. Prss) Cohl, H. S., Tohlin, & J. E. 999, ApJ, 57, 86 Crsci, G., Davis, R. I., Bakr, A. J., t al. 6, A&A, 458, 385 Dankova, Ts., & Rosnstl, G. 998, Am. J. Phys. 66, 95 Davis, R. L., & Illingworth, G. 983, ApJ, 66, 56 D Propris, R., Collss, M., Drivr, S. P., t al. 5, MNRAS, 357, 59 Drsslr A. 98, ApJ, 36, 35 Drsslr, A., Omlr Jr., A., Couch, W. J., t al. 997, ApJ, 49, 577 Emsllm, E., Cappllari, M., Pltir, R. F., t al. 4, MNRAS, 35, 7 Emsllm, E., Cappllari, M., Krajnović, D., t al. 7a, MNRAS, 379, 4 Emsllm, E., Cappllari, M., Krajnović, D., t al. 7b, Proc. IAU Symp., 45, Eriguchi, Y., & Hachisu, I. 98, Prog. Thor. Phys., 67, 844 Erwin, P., Bckman, J. E., & Bltrán, J. C. V. 4, arxiv.org/pdf/493v Fishr, D., Franx, M., & Illingworth, G. 996, ApJ, 459, Francis, C., & Andrson, E. 9, arxiv.org/pdf/9.353v Hao, C. N., Mao, S., Dng, Z. G., t al. 6, MNRAS, 37, 339

11 R.A. Schachar t al.: Bulg of lnticular galaxis 63 Hlmboldt, J. F. 7, MNRAS 379, 7 Hrnandz, X., & L, W. H. 4, MNRAS, 347, 34 Hubbl, E., 96, AJ, 64, 3 Hubbl, E. P. 936, Th Ralm of th Nbula Nw Havn: Yal Univ. Prss) Jaff, W., Ford, H. C., O Connll, R. W., t al. 994, AJ, 8, 567 Jans, J. H. 98, Astronomy and Cosmogony Cambridg: Cambridg Univ. Prss) Jørgnsn, I., & Franx, M. 994, ApJ, 433, 553 Jørgnsn, I., Franx, M., & Kjærgaard P. 996, MNRAS, 8, 67 Kannappan, S. J., Gui, J. M., & Bakr, A. J. 9, AJ, 38, 579 Katsiyannis, A. C., Boumis, P., & Maburn, J., arxiv.org/pdf/443v Kormndy, J., & Bndr, R. 996, ApJ, 464, L9 Kormndy, J., Fishr, D. B., Cornll, M. E., & Bndr, R. 9, ApJ, Suppl. Sr., 8, 6 Krajnović, D., Bacon, R., Cappllari, M., t al. 8, MNRAS, 39, 93 Larson, R. B. 975, MNRAS, 73, 67 Magorrian, J. 999, MNRAS, 3, 53 Mallr, A. H., Katz, N., Krš, D., t al. 6, ApJ, 647, 763 Michard, R., & Marchal, J. 994, Astron. Astrophys. Suppl. Sr. 5, 48 Miyamoto, M., & Nagai, R. 975, Publ. Astron. Soc. Japan, 7, 533 Naab, T., & Ostrikr J. P. 9, ApJ 69, 45 Naab, T., & Burkrt, A., & Hrnquist, L. 999, ApJ, 53, L33 Nito, J.-L., & Bndr, R. 989, A&A, 5, 66 Rix, H.-W., & Whit, S. D. M. 99, ApJ, 36, 5 Sandag, A. 5, ARA&A, 43, 58 Sandag, A., & Visvanathan, N. 978, ApJ, 5, 74 Satoh, C. 98, Publ. Astron. Soc. Japan, 3, 4 Schachar, R. A., Liao, G. G., Kirby, R. D., t al. 8, J. Phys. A: Math. Thor. 4, 4954 Schawinski, K., Lintott, C., Thomas, D. t al. 9, MNRAS, arxiv.org/pdf/93.345v van dn Brgh, S. 98, Phil. Trans. R. Soc. Lond. A, 96, 39 Wilman, D. J., Omlr Jr., A., Mulchay, J. S., t al. 9, ApJ, 69, 98 Zhnglu, J., MNRAS, 39, 67

A Note on Approximating. the Normal Distribution Function

A Note on Approximating. the Normal Distribution Function Applid Mathmatical Scincs, Vol, 00, no 9, 45-49 A Not on Approimating th Normal Distribution Function K M Aludaat and M T Alodat Dpartmnt of Statistics Yarmouk Univrsity, Jordan Aludaatkm@hotmailcom and

More information

Lecture 3: Diffusion: Fick s first law

Lecture 3: Diffusion: Fick s first law Lctur 3: Diffusion: Fick s first law Today s topics What is diffusion? What drivs diffusion to occur? Undrstand why diffusion can surprisingly occur against th concntration gradint? Larn how to dduc th

More information

Question 3: How do you find the relative extrema of a function?

Question 3: How do you find the relative extrema of a function? ustion 3: How do you find th rlativ trma of a function? Th stratgy for tracking th sign of th drivativ is usful for mor than dtrmining whr a function is incrasing or dcrasing. It is also usful for locating

More information

QUANTITATIVE METHODS CLASSES WEEK SEVEN

QUANTITATIVE METHODS CLASSES WEEK SEVEN QUANTITATIVE METHODS CLASSES WEEK SEVEN Th rgrssion modls studid in prvious classs assum that th rspons variabl is quantitativ. Oftn, howvr, w wish to study social procsss that lad to two diffrnt outcoms.

More information

(Analytic Formula for the European Normal Black Scholes Formula)

(Analytic Formula for the European Normal Black Scholes Formula) (Analytic Formula for th Europan Normal Black Schols Formula) by Kazuhiro Iwasawa Dcmbr 2, 2001 In this short summary papr, a brif summary of Black Schols typ formula for Normal modl will b givn. Usually

More information

EFFECT OF GEOMETRICAL PARAMETERS ON HEAT TRANSFER PERFORMACE OF RECTANGULAR CIRCUMFERENTIAL FINS

EFFECT OF GEOMETRICAL PARAMETERS ON HEAT TRANSFER PERFORMACE OF RECTANGULAR CIRCUMFERENTIAL FINS 25 Vol. 3 () January-March, pp.37-5/tripathi EFFECT OF GEOMETRICAL PARAMETERS ON HEAT TRANSFER PERFORMACE OF RECTANGULAR CIRCUMFERENTIAL FINS *Shilpa Tripathi Dpartmnt of Chmical Enginring, Indor Institut

More information

by John Donald, Lecturer, School of Accounting, Economics and Finance, Deakin University, Australia

by John Donald, Lecturer, School of Accounting, Economics and Finance, Deakin University, Australia Studnt Nots Cost Volum Profit Analysis by John Donald, Lcturr, School of Accounting, Economics and Financ, Dakin Univrsity, Australia As mntiond in th last st of Studnt Nots, th ability to catgoris costs

More information

ME 612 Metal Forming and Theory of Plasticity. 6. Strain

ME 612 Metal Forming and Theory of Plasticity. 6. Strain Mtal Forming and Thory of Plasticity -mail: azsnalp@gyt.du.tr Makin Mühndisliği Bölümü Gbz Yüksk Tknoloji Enstitüsü 6.1. Uniaxial Strain Figur 6.1 Dfinition of th uniaxial strain (a) Tnsil and (b) Comprssiv.

More information

Traffic Flow Analysis (2)

Traffic Flow Analysis (2) Traffic Flow Analysis () Statistical Proprtis. Flow rat distributions. Hadway distributions. Spd distributions by Dr. Gang-Ln Chang, Profssor Dirctor of Traffic safty and Oprations Lab. Univrsity of Maryland,

More information

http://www.wwnorton.com/chemistry/tutorials/ch14.htm Repulsive Force

http://www.wwnorton.com/chemistry/tutorials/ch14.htm Repulsive Force ctivation nrgis http://www.wwnorton.com/chmistry/tutorials/ch14.htm (back to collision thory...) Potntial and Kintic nrgy during a collision + + ngativly chargd lctron cloud Rpulsiv Forc ngativly chargd

More information

Econ 371: Answer Key for Problem Set 1 (Chapter 12-13)

Econ 371: Answer Key for Problem Set 1 (Chapter 12-13) con 37: Answr Ky for Problm St (Chaptr 2-3) Instructor: Kanda Naknoi Sptmbr 4, 2005. (2 points) Is it possibl for a country to hav a currnt account dficit at th sam tim and has a surplus in its balanc

More information

AP Calculus AB 2008 Scoring Guidelines

AP Calculus AB 2008 Scoring Guidelines AP Calculus AB 8 Scoring Guidlins Th Collg Board: Conncting Studnts to Collg Succss Th Collg Board is a not-for-profit mmbrship association whos mission is to connct studnts to collg succss and opportunity.

More information

New Basis Functions. Section 8. Complex Fourier Series

New Basis Functions. Section 8. Complex Fourier Series Nw Basis Functions Sction 8 Complx Fourir Sris Th complx Fourir sris is prsntd first with priod 2, thn with gnral priod. Th connction with th ral-valud Fourir sris is xplaind and formula ar givn for convrting

More information

Adverse Selection and Moral Hazard in a Model With 2 States of the World

Adverse Selection and Moral Hazard in a Model With 2 States of the World Advrs Slction and Moral Hazard in a Modl With 2 Stats of th World A modl of a risky situation with two discrt stats of th world has th advantag that it can b natly rprsntd using indiffrnc curv diagrams,

More information

Long run: Law of one price Purchasing Power Parity. Short run: Market for foreign exchange Factors affecting the market for foreign exchange

Long run: Law of one price Purchasing Power Parity. Short run: Market for foreign exchange Factors affecting the market for foreign exchange Lctur 6: Th Forign xchang Markt xchang Rats in th long run CON 34 Mony and Banking Profssor Yamin Ahmad xchang Rats in th Short Run Intrst Parity Big Concpts Long run: Law of on pric Purchasing Powr Parity

More information

Introduction to Finite Element Modeling

Introduction to Finite Element Modeling Introduction to Finit Elmnt Modling Enginring analysis of mchanical systms hav bn addrssd by driving diffrntial quations rlating th variabls of through basic physical principls such as quilibrium, consrvation

More information

Mathematics. Mathematics 3. hsn.uk.net. Higher HSN23000

Mathematics. Mathematics 3. hsn.uk.net. Higher HSN23000 hsn uknt Highr Mathmatics UNIT Mathmatics HSN000 This documnt was producd spcially for th HSNuknt wbsit, and w rquir that any copis or drivativ works attribut th work to Highr Still Nots For mor dtails

More information

CPS 220 Theory of Computation REGULAR LANGUAGES. Regular expressions

CPS 220 Theory of Computation REGULAR LANGUAGES. Regular expressions CPS 22 Thory of Computation REGULAR LANGUAGES Rgular xprssions Lik mathmatical xprssion (5+3) * 4. Rgular xprssion ar built using rgular oprations. (By th way, rgular xprssions show up in various languags:

More information

The example is taken from Sect. 1.2 of Vol. 1 of the CPN book.

The example is taken from Sect. 1.2 of Vol. 1 of the CPN book. Rsourc Allocation Abstract This is a small toy xampl which is wll-suitd as a first introduction to Cnts. Th CN modl is dscribd in grat dtail, xplaining th basic concpts of C-nts. Hnc, it can b rad by popl

More information

Gold versus stock investment: An econometric analysis

Gold versus stock investment: An econometric analysis Intrnational Journal of Dvlopmnt and Sustainability Onlin ISSN: 268-8662 www.isdsnt.com/ijds Volum Numbr, Jun 202, Pag -7 ISDS Articl ID: IJDS20300 Gold vrsus stock invstmnt: An conomtric analysis Martin

More information

Foreign Exchange Markets and Exchange Rates

Foreign Exchange Markets and Exchange Rates Microconomics Topic 1: Explain why xchang rats indicat th pric of intrnational currncis and how xchang rats ar dtrmind by supply and dmand for currncis in intrnational markts. Rfrnc: Grgory Mankiw s Principls

More information

Upper Bounding the Price of Anarchy in Atomic Splittable Selfish Routing

Upper Bounding the Price of Anarchy in Atomic Splittable Selfish Routing Uppr Bounding th Pric of Anarchy in Atomic Splittabl Slfish Routing Kamyar Khodamoradi 1, Mhrdad Mahdavi, and Mohammad Ghodsi 3 1 Sharif Univrsity of Tchnology, Thran, Iran, khodamoradi@c.sharif.du Sharif

More information

Intermediate Macroeconomic Theory / Macroeconomic Analysis (ECON 3560/5040) Final Exam (Answers)

Intermediate Macroeconomic Theory / Macroeconomic Analysis (ECON 3560/5040) Final Exam (Answers) Intrmdiat Macroconomic Thory / Macroconomic Analysis (ECON 3560/5040) Final Exam (Answrs) Part A (5 points) Stat whthr you think ach of th following qustions is tru (T), fals (F), or uncrtain (U) and brifly

More information

Constraint-Based Analysis of Gene Deletion in a Metabolic Network

Constraint-Based Analysis of Gene Deletion in a Metabolic Network Constraint-Basd Analysis of Gn Dltion in a Mtabolic Ntwork Abdlhalim Larhlimi and Alxandr Bockmayr DFG-Rsarch Cntr Mathon, FB Mathmatik und Informatik, Fri Univrsität Brlin, Arnimall, 3, 14195 Brlin, Grmany

More information

81-1-ISD Economic Considerations of Heat Transfer on Sheet Metal Duct

81-1-ISD Economic Considerations of Heat Transfer on Sheet Metal Duct Air Handling Systms Enginring & chnical Bulltin 81-1-ISD Economic Considrations of Hat ransfr on Sht Mtal Duct Othr bulltins hav dmonstratd th nd to add insulation to cooling/hating ducts in ordr to achiv

More information

Vibrational Spectroscopy

Vibrational Spectroscopy Vibrational Spctroscopy armonic scillator Potntial Enrgy Slction Ruls V( ) = k = R R whr R quilibrium bond lngth Th dipol momnt of a molcul can b pandd as a function of = R R. µ ( ) =µ ( ) + + + + 6 3

More information

Lecture 20: Emitter Follower and Differential Amplifiers

Lecture 20: Emitter Follower and Differential Amplifiers Whits, EE 3 Lctur 0 Pag of 8 Lctur 0: Emittr Followr and Diffrntial Amplifirs Th nxt two amplifir circuits w will discuss ar ry important to lctrical nginring in gnral, and to th NorCal 40A spcifically.

More information

SPREAD OPTION VALUATION AND THE FAST FOURIER TRANSFORM

SPREAD OPTION VALUATION AND THE FAST FOURIER TRANSFORM RESEARCH PAPERS IN MANAGEMENT STUDIES SPREAD OPTION VALUATION AND THE FAST FOURIER TRANSFORM M.A.H. Dmpstr & S.S.G. Hong WP 26/2000 Th Judg Institut of Managmnt Trumpington Strt Cambridg CB2 1AG Ths paprs

More information

Financial Mathematics

Financial Mathematics Financial Mathatics A ractical Guid for Actuaris and othr Businss rofssionals B Chris Ruckan, FSA & Jo Francis, FSA, CFA ublishd b B rofssional Education Solutions to practic qustions Chaptr 7 Solution

More information

An Analysis of Synergy Degree of Primary-Tertiary Industry System in Dujiangyan City

An Analysis of Synergy Degree of Primary-Tertiary Industry System in Dujiangyan City www.ccsnt.org/ijbm Intrnational Journal of Businss and Managmnt Vol. 6, No. 8; August An Analysis of Synrgy Dgr of Primary-Trtiary Industry Systm in Dujiangyan City Qizhi Yang School of Tourism, Sichuan

More information

Axial flow rate (per unit circumferential length) [m 2 /s] R B, R J =R Bearing Radius ~ Journal Radius [m] S

Axial flow rate (per unit circumferential length) [m 2 /s] R B, R J =R Bearing Radius ~ Journal Radius [m] S NOTE 4 TATIC LOAD PERFORMANCE OF PLAIN JOURNAL BEARING Lctur 4 introducs th fundamnts of journal baring analysis. Th long and short lngth baring modls ar introducd. Th prssur fild in a short lngth baring

More information

AP Calculus Multiple-Choice Question Collection 1969 1998. connect to college success www.collegeboard.com

AP Calculus Multiple-Choice Question Collection 1969 1998. connect to college success www.collegeboard.com AP Calculus Multipl-Choic Qustion Collction 969 998 connct to collg succss www.collgboard.com Th Collg Board: Conncting Studnts to Collg Succss Th Collg Board is a not-for-profit mmbrship association whos

More information

5.4 Exponential Functions: Differentiation and Integration TOOTLIFTST:

5.4 Exponential Functions: Differentiation and Integration TOOTLIFTST: .4 Eponntial Functions: Diffrntiation an Intgration TOOTLIFTST: Eponntial functions ar of th form f ( ) Ab. W will, in this sction, look at a spcific typ of ponntial function whr th bas, b, is.78.... This

More information

Testing the gravitational properties of the quantum vacuum within the Solar System

Testing the gravitational properties of the quantum vacuum within the Solar System Tsting th gravitational proprtis of th quantum vacuum within th Solar Systm Dragan Hajdukovic To cit this vrsion: Dragan Hajdukovic. Tsting th gravitational proprtis of th quantum vacuum within th Solar

More information

Optimization design of structures subjected to transient loads using first and second derivatives of dynamic displacement and stress

Optimization design of structures subjected to transient loads using first and second derivatives of dynamic displacement and stress Shock and Vibration 9 (202) 445 46 445 DOI 0.3233/SAV-202-0685 IOS Prss Optimization dsign of structurs subjctd to transint loads using first and scond drivativs of dynamic displacmnt and strss Qimao Liu

More information

Sharp bounds for Sándor mean in terms of arithmetic, geometric and harmonic means

Sharp bounds for Sándor mean in terms of arithmetic, geometric and harmonic means Qian t al. Journal of Inqualitis and Applications (015) 015:1 DOI 10.1186/s1660-015-0741-1 R E S E A R C H Opn Accss Sharp bounds for Sándor man in trms of arithmtic, gomtric and harmonic mans Wi-Mao Qian

More information

Basis risk. When speaking about forward or futures contracts, basis risk is the market

Basis risk. When speaking about forward or futures contracts, basis risk is the market Basis risk Whn spaking about forward or futurs contracts, basis risk is th markt risk mismatch btwn a position in th spot asst and th corrsponding futurs contract. Mor broadly spaking, basis risk (also

More information

Incomplete 2-Port Vector Network Analyzer Calibration Methods

Incomplete 2-Port Vector Network Analyzer Calibration Methods Incomplt -Port Vctor Ntwork nalyzr Calibration Mthods. Hnz, N. Tmpon, G. Monastrios, H. ilva 4 RF Mtrology Laboratory Instituto Nacional d Tcnología Industrial (INTI) Bunos irs, rgntina ahnz@inti.gov.ar

More information

Projections - 3D Viewing. Overview Lecture 4. Projection - 3D viewing. Projections. Projections Parallel Perspective

Projections - 3D Viewing. Overview Lecture 4. Projection - 3D viewing. Projections. Projections Parallel Perspective Ovrviw Lctur 4 Projctions - 3D Viwing Projctions Paralll Prspctiv 3D Viw Volum 3D Viwing Transformation Camra Modl - Assignmnt 2 OFF fils 3D mor compl than 2D On mor dimnsion Displa dvic still 2D Analog

More information

Use a high-level conceptual data model (ER Model). Identify objects of interest (entities) and relationships between these objects

Use a high-level conceptual data model (ER Model). Identify objects of interest (entities) and relationships between these objects Chaptr 3: Entity Rlationship Modl Databas Dsign Procss Us a high-lvl concptual data modl (ER Modl). Idntify objcts of intrst (ntitis) and rlationships btwn ths objcts Idntify constraints (conditions) End

More information

Fundamentals: NATURE OF HEAT, TEMPERATURE, AND ENERGY

Fundamentals: NATURE OF HEAT, TEMPERATURE, AND ENERGY Fundamntals: NATURE OF HEAT, TEMPERATURE, AND ENERGY DEFINITIONS: Quantum Mchanics study of individual intractions within atoms and molculs of particl associatd with occupid quantum stat of a singl particl

More information

Current and Resistance

Current and Resistance Chaptr 6 Currnt and Rsistanc 6.1 Elctric Currnt...6-6.1.1 Currnt Dnsity...6-6. Ohm s Law...6-4 6.3 Elctrical Enrgy and Powr...6-7 6.4 Summary...6-8 6.5 Solvd Problms...6-9 6.5.1 Rsistivity of a Cabl...6-9

More information

Version 1.0. General Certificate of Education (A-level) January 2012. Mathematics MPC3. (Specification 6360) Pure Core 3. Final.

Version 1.0. General Certificate of Education (A-level) January 2012. Mathematics MPC3. (Specification 6360) Pure Core 3. Final. Vrsion.0 Gnral Crtificat of Education (A-lvl) January 0 Mathmatics MPC (Spcification 660) Pur Cor Final Mark Schm Mark schms ar prpard by th Principal Eaminr and considrd, togthr with th rlvant qustions,

More information

SPECIAL VOWEL SOUNDS

SPECIAL VOWEL SOUNDS SPECIAL VOWEL SOUNDS Plas consult th appropriat supplmnt for th corrsponding computr softwar lsson. Rfr to th 42 Sounds Postr for ach of th Spcial Vowl Sounds. TEACHER INFORMATION: Spcial Vowl Sounds (SVS)

More information

The international Internet site of the geoviticulture MCC system Le site Internet international du système CCM géoviticole

The international Internet site of the geoviticulture MCC system Le site Internet international du système CCM géoviticole Th intrnational Intrnt sit of th goviticultur MCC systm L sit Intrnt intrnational du systèm CCM géoviticol Flávio BELLO FIALHO 1 and Jorg TONIETTO 1 1 Rsarchr, Embrapa Uva Vinho, Caixa Postal 130, 95700-000

More information

CPU. Rasterization. Per Vertex Operations & Primitive Assembly. Polynomial Evaluator. Frame Buffer. Per Fragment. Display List.

CPU. Rasterization. Per Vertex Operations & Primitive Assembly. Polynomial Evaluator. Frame Buffer. Per Fragment. Display List. Elmntary Rndring Elmntary rastr algorithms for fast rndring Gomtric Primitivs Lin procssing Polygon procssing Managing OpnGL Stat OpnGL uffrs OpnGL Gomtric Primitivs ll gomtric primitivs ar spcifid by

More information

Cloud and Big Data Summer School, Stockholm, Aug., 2015 Jeffrey D. Ullman

Cloud and Big Data Summer School, Stockholm, Aug., 2015 Jeffrey D. Ullman Cloud and Big Data Summr Scool, Stockolm, Aug., 2015 Jffry D. Ullman Givn a st of points, wit a notion of distanc btwn points, group t points into som numbr of clustrs, so tat mmbrs of a clustr ar clos

More information

International Association of Scientific Innovation and Research (IASIR) (An Association Unifying the Sciences, Engineering, and Applied Research)

International Association of Scientific Innovation and Research (IASIR) (An Association Unifying the Sciences, Engineering, and Applied Research) Intrnational Association of Scintific Innovation and Rsarch (IASIR) (An Association Unifing th Scincs, Enginring, and Applid Rsarch) ISSN (Print): 79-000 ISSN (Onlin): 79-009 Intrnational Journal of Enginring,

More information

Capacitance and Dielectrics

Capacitance and Dielectrics Chaptr 5 Capacitanc and Dilctrics 5.1 Introduction...5-3 5. Calculation of Capacitanc...5-4 Exampl 5.1: Paralll-Plat Capacitor...5-4 Intractiv Simulation 5.1: Paralll-Plat Capacitor...5-6 Exampl 5.: Cylindrical

More information

Policies for Simultaneous Estimation and Optimization

Policies for Simultaneous Estimation and Optimization Policis for Simultanous Estimation and Optimization Migul Sousa Lobo Stphn Boyd Abstract Policis for th joint idntification and control of uncrtain systms ar prsntd h discussion focuss on th cas of a multipl

More information

Ethanolic Extraction of Soybean Oil: Oil Solubility Equilibria and Kinetic Studies

Ethanolic Extraction of Soybean Oil: Oil Solubility Equilibria and Kinetic Studies Ethanolic Extraction of Soyban Oil: Oil Solubility Equilibria and Kintic Studis Christiann E. C. Rodrigus*, Natália M. Longo, Cibl C. Silva, Kila K.. Aracava, Bruna R. Garavazo Sparation Enginring Laboratory

More information

Category 7: Employee Commuting

Category 7: Employee Commuting 7 Catgory 7: Employ Commuting Catgory dscription This catgory includs missions from th transportation of mploys 4 btwn thir homs and thir worksits. Emissions from mploy commuting may aris from: Automobil

More information

Architecture of the proposed standard

Architecture of the proposed standard Architctur of th proposd standard Introduction Th goal of th nw standardisation projct is th dvlopmnt of a standard dscribing building srvics (.g.hvac) product catalogus basd on th xprincs mad with th

More information

IMES DISCUSSION PAPER SERIES

IMES DISCUSSION PAPER SERIES IMES DISCUSSIN PAPER SERIES Th Choic of Invoic Currncy in Intrnational Trad: Implications for th Intrnationalization of th Yn Hiroyuki I, Akira TANI, and Toyoichirou SHIRTA Discussion Papr No. 003-E-13

More information

Section 7.4: Exponential Growth and Decay

Section 7.4: Exponential Growth and Decay 1 Sction 7.4: Exponntial Growth and Dcay Practic HW from Stwart Txtbook (not to hand in) p. 532 # 1-17 odd In th nxt two ction, w xamin how population growth can b modld uing diffrntial quation. W tart

More information

FACULTY SALARIES FALL 2004. NKU CUPA Data Compared To Published National Data

FACULTY SALARIES FALL 2004. NKU CUPA Data Compared To Published National Data FACULTY SALARIES FALL 2004 NKU CUPA Data Compard To Publishd National Data May 2005 Fall 2004 NKU Faculty Salaris Compard To Fall 2004 Publishd CUPA Data In th fall 2004 Northrn Kntucky Univrsity was among

More information

A Theoretical Model of Public Response to the Homeland Security Advisory System

A Theoretical Model of Public Response to the Homeland Security Advisory System A Thortical Modl of Public Rspons to th Homland Scurity Advisory Systm Amy (Wnxuan) Ding Dpartmnt of Information and Dcision Scincs Univrsity of Illinois Chicago, IL 60607 wxding@uicdu Using a diffrntial

More information

ICES REPORT 15-01. January 2015. The Institute for Computational Engineering and Sciences The University of Texas at Austin Austin, Texas 78712

ICES REPORT 15-01. January 2015. The Institute for Computational Engineering and Sciences The University of Texas at Austin Austin, Texas 78712 ICES REPORT 15-01 January 2015 A locking-fr modl for Rissnr-Mindlin plats: Analysis and isogomtric implmntation via NURBS and triangular NURPS by L. Birao da Viga, T.J.R. Hughs, J. Kindl, C. Lovadina,

More information

Electronic Commerce. and. Competitive First-Degree Price Discrimination

Electronic Commerce. and. Competitive First-Degree Price Discrimination Elctronic Commrc and Comptitiv First-Dgr Pric Discrimination David Ulph* and Nir Vulkan ** Fbruary 000 * ESRC Cntr for Economic arning and Social Evolution (ESE), Dpartmnt of Economics, Univrsity Collg

More information

[ ] These are the motor parameters that are needed: Motor voltage constant. J total (lb-in-sec^2)

[ ] These are the motor parameters that are needed: Motor voltage constant. J total (lb-in-sec^2) MEASURING MOOR PARAMEERS Fil: Motor paramtrs hs ar th motor paramtrs that ar ndd: Motor voltag constant (volts-sc/rad Motor torqu constant (lb-in/amp Motor rsistanc R a (ohms Motor inductanc L a (Hnris

More information

Abstract. Introduction. Statistical Approach for Analyzing Cell Phone Handoff Behavior. Volume 3, Issue 1, 2009

Abstract. Introduction. Statistical Approach for Analyzing Cell Phone Handoff Behavior. Volume 3, Issue 1, 2009 Volum 3, Issu 1, 29 Statistical Approach for Analyzing Cll Phon Handoff Bhavior Shalini Saxna, Florida Atlantic Univrsity, Boca Raton, FL, shalinisaxna1@gmail.com Sad A. Rajput, Farquhar Collg of Arts

More information

Parallel and Distributed Programming. Performance Metrics

Parallel and Distributed Programming. Performance Metrics Paralll and Distributd Programming Prformanc! wo main goals to b achivd with th dsign of aralll alications ar:! Prformanc: th caacity to rduc th tim to solv th roblm whn th comuting rsourcs incras;! Scalability:

More information

Theoretical approach to algorithm for metrological comparison of two photothermal methods for measuring of the properties of materials

Theoretical approach to algorithm for metrological comparison of two photothermal methods for measuring of the properties of materials Rvista Invstigación Cintífica, ol. 4, No. 3, Nuva época, sptimbr dicimbr 8, IN 187 8196 Thortical approach to algorithm for mtrological comparison of two photothrmal mthods for masuring of th proprtis

More information

The Neolithic transition, a major episode in human history, is

The Neolithic transition, a major episode in human history, is Synthsis btwn dmic and cultural diffusion in th Nolithic transition in Europ Joaquim Fort 1 Complx Systms Laboratory, Dpartmnt of hysics, Univrsity of Girona, ES-1771 Girona, Catalonia, Spain Editd by

More information

Essays on Adverse Selection and Moral Hazard in Insurance Market

Essays on Adverse Selection and Moral Hazard in Insurance Market Gorgia Stat Univrsity ScholarWorks @ Gorgia Stat Univrsity Risk Managmnt and Insuranc Dissrtations Dpartmnt of Risk Managmnt and Insuranc 8--00 Essays on Advrs Slction and Moral Hazard in Insuranc Markt

More information

An Adaptive Clustering MAP Algorithm to Filter Speckle in Multilook SAR Images

An Adaptive Clustering MAP Algorithm to Filter Speckle in Multilook SAR Images An Adaptiv Clustring MAP Algorithm to Filtr Spckl in Multilook SAR Imags FÁTIMA N. S. MEDEIROS 1,3 NELSON D. A. MASCARENHAS LUCIANO DA F. COSTA 1 1 Cybrntic Vision Group IFSC -Univrsity of São Paulo Caia

More information

Optics Communications

Optics Communications Optics Communications 84 () 43 436 Contnts lists availabl at ScincDirct Optics Communications journal hompag: www.lsvir.com/locat/optcom Scattring forcs in th focal volum of high numrical aprtur microscop

More information

Entity-Relationship Model

Entity-Relationship Model Entity-Rlationship Modl Kuang-hua Chn Dpartmnt of Library and Information Scinc National Taiwan Univrsity A Company Databas Kps track of a company s mploys, dpartmnts and projcts Aftr th rquirmnts collction

More information

Natural Gas & Electricity Prices

Natural Gas & Electricity Prices Click to dit Mastr titl styl Click to dit Mastr txt styls Scond lvl Third lvl Natural Gas & Elctricity Prics Fourth lvl» Fifth lvl Glnn S. Pool Manufacturing Support Mgr. Enrgy April 4, 2013 Click Vrso

More information

Griffiths-McCoy singularities in the random transverse-field Ising spin chain

Griffiths-McCoy singularities in the random transverse-field Ising spin chain PHYSICAL REVIEW B VOLUME 59, NUMBER 17 1 MAY 1999-I Griffiths-McCoy singularitis in th random transvrs-fild Ising spin chain Frnc Iglói Rsarch Institut for Solid Stat Physics and Optics, P.O. Box 49, H-1525

More information

Comparison between Empirical Correlation and Computational Fluid Dynamics Simulation for the Pressure Gradient of Multiphase Flow

Comparison between Empirical Correlation and Computational Fluid Dynamics Simulation for the Pressure Gradient of Multiphase Flow rocdings o World Congrss on nginring 2008 Vol III Comparison btwn mpirical Corrlation and Computational Fluid Dynamics Simulation or rssur Gradint o Multiphas Flow Yvonn S. H. Chang, T. Gansan and K. K.

More information

Rural and Remote Broadband Access: Issues and Solutions in Australia

Rural and Remote Broadband Access: Issues and Solutions in Australia Rural and Rmot Broadband Accss: Issus and Solutions in Australia Dr Tony Warrn Group Managr Rgulatory Stratgy Tlstra Corp Pag 1 Tlstra in confidnc Ovrviw Australia s gographical siz and population dnsity

More information

Production Costing (Chapter 8 of W&W)

Production Costing (Chapter 8 of W&W) Production Costing (Chaptr 8 of W&W).0 Introduction Production costs rfr to th oprational costs associatd with producing lctric nrgy. Th most significant componnt of production costs ar th ful costs ncssary

More information

Van der Waals Forces Between Atoms

Van der Waals Forces Between Atoms Van dr Waals Forcs twn tos Michal Fowlr /8/7 Introduction Th prfct gas quation of stat PV = NkT is anifstly incapabl of dscribing actual gass at low tpraturs, sinc thy undrgo a discontinuous chang of volu

More information

Probing Anomalous WW γ and WWZ Couplings with Polarized Electron Beam at the LHeC and FCC-Ep Collider

Probing Anomalous WW γ and WWZ Couplings with Polarized Electron Beam at the LHeC and FCC-Ep Collider Intrnational Journal of Chmical, Molcular, Nuclar, Matrials and Mtallurgical Enginring Vol:9, No:, 25 Probing Anomalous WW γ and WW Couplings with Polarizd Elctron Bam at th LHC and FCC-Ep Collidr I. Turk

More information

Infrared Vibration-Rotation Spectroscopy of HCl and DCl

Infrared Vibration-Rotation Spectroscopy of HCl and DCl Chmistry 363 JMS 1/05 Spring 010 DLC 1/10 Infrard Vibration-Rotation Spctroscopy of HCl and DCl Exprimnt Objctiv: to obtain th quilibrium bond lngth (r ) and vibration-rotation spctroscopic constants from

More information

Noise Power Ratio (NPR) A 65-Year Old Telephone System Specification Finds New Life in Modern Wireless Applications.

Noise Power Ratio (NPR) A 65-Year Old Telephone System Specification Finds New Life in Modern Wireless Applications. TUTORIL ois Powr Ratio (PR) 65-Yar Old Tlphon Systm Spcification Finds w Lif in Modrn Wirlss pplications ITRODUTIO by Walt Kstr Th concpt of ois Powr Ratio (PR) has bn around sinc th arly days of frquncy

More information

C H A P T E R 1 Writing Reports with SAS

C H A P T E R 1 Writing Reports with SAS C H A P T E R 1 Writing Rports with SAS Prsnting information in a way that s undrstood by th audinc is fundamntally important to anyon s job. Onc you collct your data and undrstand its structur, you nd

More information

On the moments of the aggregate discounted claims with dependence introduced by a FGM copula

On the moments of the aggregate discounted claims with dependence introduced by a FGM copula On th momnts of th aggrgat discountd claims with dpndnc introducd by a FGM copula - Mathiu BARGES Univrsité Lyon, Laboratoir SAF, Univrsité Laval - Hélèn COSSETTE Ecol Actuariat, Univrsité Laval, Québc,

More information

I. INTRODUCTION. Figure 1, The Input Display II. DESIGN PROCEDURE

I. INTRODUCTION. Figure 1, The Input Display II. DESIGN PROCEDURE Ballast Dsign Softwar Ptr Grn, Snior ighting Systms Enginr, Intrnational Rctifir, ighting Group, 101S Spulvda Boulvard, El Sgundo, CA, 9045-438 as prsntd at PCIM Europ 0 Abstract: W hav dvlopd a Windows

More information

Factorials! Stirling s formula

Factorials! Stirling s formula Author s not: This articl may us idas you havn t larnd yt, and might sm ovrly complicatd. It is not. Undrstanding Stirling s formula is not for th faint of hart, and rquirs concntrating on a sustaind mathmatical

More information

HOMEWORK FOR UNIT 5-1: FORCE AND MOTION

HOMEWORK FOR UNIT 5-1: FORCE AND MOTION Nam Dat Partnrs HOMEWORK FOR UNIT 51: FORCE AND MOTION 1. You ar givn tn idntial springs. Dsrib how you would dvlop a sal of for (i., a mans of produing rpatabl fors of a varity of sizs) using ths springs.

More information

1754 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, VOL. 6, NO. 5, MAY 2007

1754 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, VOL. 6, NO. 5, MAY 2007 1754 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, VOL. 6, NO. 5, MAY 007 On th Fasibility of Distributd Bamforming in Wirlss Ntworks R. Mudumbai, Studnt Mmbr, IEEE, G. Barriac, Mmbr, IEEE, and U. Madhow,

More information

Whole Systems Approach to CO 2 Capture, Transport and Storage

Whole Systems Approach to CO 2 Capture, Transport and Storage Whol Systms Approach to CO 2 Captur, Transport and Storag N. Mac Dowll, A. Alhajaj, N. Elahi, Y. Zhao, N. Samsatli and N. Shah UKCCS Mting, July 14th 2011, Nottingham, UK Ovrviw 1 Introduction 2 3 4 Powr

More information

CALCULATING MARGINAL PROBABILITIES IN PROC PROBIT Guy Pascale, Memorial Health Alliance

CALCULATING MARGINAL PROBABILITIES IN PROC PROBIT Guy Pascale, Memorial Health Alliance CALCULATING MARGINAL PROBABILITIES IN PROC PROBIT Guy Pascal, Mmorial Halth Allianc Introduction Th PROBIT procdur within th SAS systm provids a simpl mthod for stimating discrt choic variabls (i.. dichotomous

More information

5 2 index. e e. Prime numbers. Prime factors and factor trees. Powers. worked example 10. base. power

5 2 index. e e. Prime numbers. Prime factors and factor trees. Powers. worked example 10. base. power Prim numbrs W giv spcial nams to numbrs dpnding on how many factors thy hav. A prim numbr has xactly two factors: itslf and 1. A composit numbr has mor than two factors. 1 is a spcial numbr nithr prim

More information

Fredy Vélez. Centro Tecnológico CARTIF, Valladolid, España. frevel@cartif.es

Fredy Vélez. Centro Tecnológico CARTIF, Valladolid, España. frevel@cartif.es Slcting working fluids in an organic Rankin cycl for powr gnration from low tmpratur hat sourcs Frdy Vélz Cntro Tcnológico CARTIF, Valladolid, España. frvl@cartif.s Rcivd: January 21th, d 2014. Rcivd in

More information

Analyzing the Economic Efficiency of ebaylike Online Reputation Reporting Mechanisms

Analyzing the Economic Efficiency of ebaylike Online Reputation Reporting Mechanisms A rsarch and ducation initiativ at th MIT Sloan School of Managmnt Analyzing th Economic Efficincy of Baylik Onlin Rputation Rporting Mchanisms Papr Chrysanthos Dllarocas July For mor information, plas

More information

MAXIMAL CHAINS IN THE TURING DEGREES

MAXIMAL CHAINS IN THE TURING DEGREES MAXIMAL CHAINS IN THE TURING DEGREES C. T. CHONG AND LIANG YU Abstract. W study th problm of xistnc of maximal chains in th Turing dgrs. W show that:. ZF + DC+ Thr xists no maximal chain in th Turing dgrs

More information

STATEMENT OF INSOLVENCY PRACTICE 3.2

STATEMENT OF INSOLVENCY PRACTICE 3.2 STATEMENT OF INSOLVENCY PRACTICE 3.2 COMPANY VOLUNTARY ARRANGEMENTS INTRODUCTION 1 A Company Voluntary Arrangmnt (CVA) is a statutory contract twn a company and its crditors undr which an insolvncy practitionr

More information

Theoretical aspects of investment demand for gold

Theoretical aspects of investment demand for gold Victor Sazonov (Russia), Dmitry Nikolav (Russia) Thortical aspcts of invstmnt dmand for gold Abstract Th main objctiv of this articl is construction of a thortical modl of invstmnt in gold. Our modl is

More information

TEMPERATURE COMPENSATION OF A THERMAL FLOW SENSOR BY USING TEMPERATURE COMPENSATION NETWORK. *Corresponding author: sima@tatiuc.edu.

TEMPERATURE COMPENSATION OF A THERMAL FLOW SENSOR BY USING TEMPERATURE COMPENSATION NETWORK. *Corresponding author: sima@tatiuc.edu. National Confrnc on Postgraduat sarch (NCON-PG) 2009 st Octobr 2009, UMP Confrnc Hall, Malaysia Cntr for Graduat Studis, Univrsiti Malaysia Pahang Editors: M.M. Noor; M.M. ahman and K. Kadirgama EMPEAUE

More information

RMP effects on pedestal plasma transport

RMP effects on pedestal plasma transport RMP ffcts on pdstal plasma transport J.D. Calln, Univrsity of Wisconsin, Madison, WI 5376-169 in collaboration with A.J. Col, C.C. Hgna, S. Mordijck, R.A. Moyr Issu To B Addrssd: CEMM Mting, Univrsity

More information

arxiv:astro-ph/9908129v1 12 Aug 1999

arxiv:astro-ph/9908129v1 12 Aug 1999 On the Formation of Boxy and Disky Elliptical Galaxies Thorsten Naab & Andreas Burkert Max-Planck-Institut für Astronomie, Königstuhl 17, D-69117 Heidelberg, arxiv:astro-ph/9908129v1 12 Aug 1999 Germany

More information

Keywords Cloud Computing, Service level agreement, cloud provider, business level policies, performance objectives.

Keywords Cloud Computing, Service level agreement, cloud provider, business level policies, performance objectives. Volum 3, Issu 6, Jun 2013 ISSN: 2277 128X Intrnational Journal of Advancd Rsarch in Computr Scinc and Softwar Enginring Rsarch Papr Availabl onlin at: wwwijarcsscom Dynamic Ranking and Slction of Cloud

More information

A Multi-Heuristic GA for Schedule Repair in Precast Plant Production

A Multi-Heuristic GA for Schedule Repair in Precast Plant Production From: ICAPS-03 Procdings. Copyright 2003, AAAI (www.aaai.org). All rights rsrvd. A Multi-Huristic GA for Schdul Rpair in Prcast Plant Production Wng-Tat Chan* and Tan Hng W** *Associat Profssor, Dpartmnt

More information

Physics 106 Lecture 12. Oscillations II. Recap: SHM using phasors (uniform circular motion) music structural and mechanical engineering waves

Physics 106 Lecture 12. Oscillations II. Recap: SHM using phasors (uniform circular motion) music structural and mechanical engineering waves Physics 6 Lctur Oscillations II SJ 7 th Ed.: Chap 5.4, Rad only 5.6 & 5.7 Rcap: SHM using phasors (unifor circular otion) Physical pndulu xapl apd haronic oscillations Forcd oscillations and rsonanc. Rsonanc

More information

Relationship between Cost of Equity Capital And Voluntary Corporate Disclosures

Relationship between Cost of Equity Capital And Voluntary Corporate Disclosures Rlationship btwn Cost of Equity Capital And Voluntary Corporat Disclosurs Elna Ptrova Eli Lilly & Co, Sofia, Bulgaria E-mail: ptrova.lnaa@gmail.com Gorgios Gorgakopoulos (Corrsponding author) Amstrdam

More information

Expert-Mediated Search

Expert-Mediated Search Exprt-Mdiatd Sarch Mnal Chhabra Rnsslar Polytchnic Inst. Dpt. of Computr Scinc Troy, NY, USA chhabm@cs.rpi.du Sanmay Das Rnsslar Polytchnic Inst. Dpt. of Computr Scinc Troy, NY, USA sanmay@cs.rpi.du David

More information

Finite Elements from the early beginning to the very end

Finite Elements from the early beginning to the very end Finit Elmnts from th arly bginning to th vry nd A(x), E(x) g b(x) h x =. x = L An Introduction to Elasticity and Hat Transfr Applications x Prliminary dition LiU-IEI-S--8/535--SE Bo Torstnflt Contnts

More information