von Neumann-Wigner theorem: level s repulsion and degenerate eigenvalues.

Size: px
Start display at page:

Download "von Neumann-Wigner theorem: level s repulsion and degenerate eigenvalues."

Transcription

1 von Numann-Wignr thorm: lvl s rpulsion an gnrat ignvalus. Yu.N.Dmkov an P.Kurasov Abstract. Spctral proprtis of Schröingr oprators with point intractions ar invstigat. Attntion is focus on th intrplay btwn th lvl s rpulsion (von Numann-Wignr thorm) an th symmtry of th points configuration. Explicit solvability of th problm allows to obsrv lvl s rpulsion for two cntrs. For largr numbr of cntrs th familis of point intractions laing to th highst possibl gnracy is invstigat. 1. Introuction Th mtho of oprator xtnsions in mathmatics an its spcial cas call in physics th mtho of zro rang potntials (ZRP), is rapily vloping in th last cas u to its univrsality, applicability to many physical problms laing to ssntial simplifications (usually algbraization). S [5] whr physical applications ar consir an [] whr th sam mol is stui from th mathmatical stanpoint. Rlativ to othr approximativ mthos this on contains from th vry bginning continuous spctrum an prsrvs such proprtis of th xact problms as unitarity (in contrast to th Born approximation). In many problms apparing in physics short rang objcts ar sparat by larg istancs (galaxis, stars, plants, atoms an molculs, nucli an lmntary particls). Apart from vry xotic cass only soli stat osn t satisfy this proprty, but vn thr w can consir xcitations as quasiparticls again rturning to th sam scription. In zro rang potntial mols w hav a uniqu possibility to solv quantum problms xactly. Th mtho is a particular cas of th nonlocal projction oprators mtho whn th projction functions 1

2 YU.N.DEMKOV AND P.KURASOV ar δ functions an this allows on to prsrv th locality of th oprator. Although th thory is wll vlop th cas whr an infinit numbr or vn a fw zro rang potntials ar prsnt is still not consir in full tails. In th prsnt articl w ar going to iscuss proprtis of ths mols in rlation to invrs problms an Wignrvon Numann thorm. Th clbrat von Numann-Wignr thorm [10] scribs th probability that a finit imnsional matrix has a gnrat ignvalu. This probability is lowr than on may xpct, namly th co-imnsion of th st of matrics having oubl ignvalu is always highr than 1. It follows that for a tim-pnnt Hamiltonian th probability that two nrgy curvs cross ach othr is xtrmly low, an this phnomnon is call lvl s rpulsion. Usually two lvls cross ach othr only if th corrsponing ignfunctions hav iffrnt symmtris. Hnc on xpcts to obsrv gnrat ignvalus for Hamiltonians having crtain symmtris only. In this papr w ar going to stuy this phnomna using Hamiltonians with point intractions in R 1 an R 3. Ths oprators ar wily us in quantum mchanics an atomic physics to mol iffrnt physical procsss (s [5,, 3] an numrous rfrncs thr). Evry Hamiltonian with N point intractions may hav at most N ignvalus. Straightforwar analysis shows that no ignvalu of multiplicity N can appar. Th main goal of this papr is to stuy th possibility for oprators with point intractions to hav ignvalus of th highst possibl multiplicity N 1. Th papr is organiz as follows. Schröingr oprators with point intractions ar fin rigorously in Sction following mainly [, 5]. Sinc two local point intractions cannot prouc any gnrat ignvalu (vn of multiplicity ), w stuy lvl s rpulsion for two cntrs in Sction 3. For th cass of thr, four an fiv cntrs th gnracis of th ignvalus ar stui in Sction 4. It is shown that th maximal gnracy can b obsrv in th cas whr th configuration has a crtain symmtry.. Hamiltonians with lta intractions Schröingr oprators with N local lta intractions at th points{y n } N n=1 ar formally fin by (1) L α = + N α n δ( y n ), n=1

3 VON NEUMANN-WIGNER THEOREM:LEVEL S REPULSION AND DEGENERATE EIGENVALUES.3 whr is th Laplac oprator an δ( y n ) is th lta function with th support at th point y n. Without loss of gnrality w suppos that all points y n ar iffrnt. In what follows w giv prcis finition for th oprator L α. Not that th oprator corrsponing to th formal xprssion (1) is uniquly fin in R 1, but to fin this oprator in R 3 on has to tak into account xtra assumptions. Consir th Laplac oprators () 1 = x in L (R 1 ); an 3 = x 1 x x 3 in L (R 3 ), which ar slf-ajoint whn fin on th Sobolv spacs W (R j ). Hr x an x = (x 1, x, x 3 ) not th coorinats in R 1 an R 3 rspctivly. Thn th oprator corrsponing to th formal xprssion (1) is on of th slf-ajoint xtnsions of th symmtric rstrictions j0 of j, j = 1, 3 to th st of functions vanishing at th intraction points (3) j0 = j {ψ W (R j ):ψ(y n )=0,n=1,,...,N}. Th ficincy lmnts for λ = χ ar just solutions to th quations j0 g + χ g = δ(x y n ) (4) g 1 (x, y n ) = χ x yn an g 3 (x, y n ) = χ x yn, n = 1,,..., N. χ 4π x y n Hnc th ficincy inics of th rstrict oprators ar qual to (N, N). Th omains of th ajoint oprators ar givn by Dom ( 10 ) = W (R 1 \ {y n } N n=1) C(R 1 ); (5) Dom ( 30 ) = W (R 3 \ {y n } N n=1). To scrib slf-ajoint xtnsions of j0 w ar going to us th bounary valus for th functions from th omain of th ajoint oprator ψ(x) x y n 1 x yn ψ n + ψ 0n + o(1), for R 1 ; (6) ψ(x) x y n 1 4π x y n ψ n + ψ 0n + o(1), for R 3. Thn th bounary forms of th ajoint oprators ar givn by N (7) ( j0 )u, v u, ( j0 )v = (u 0n v n u n v 0n ). n=1

4 4 YU.N.DEMKOV AND P.KURASOV Dfinition 1. Th oprator L j α is th rstriction of th ajoint oprator j0 to th st of functions from ψ Dom ( j0 ) satisfying th bounary conitions (8) ψ0 = α 1 ψ, whr ψ = (ψ 1, ψ,..., ψ N ) T an ψ 0 = (ψ 01, ψ 0,..., ψ 0N ) T ar vctors of bounary valus of th function ψ. In othr wors th oprator L j α is th Laplac oprator fin on th omain of functions satisfying (8). In imnsion on it is possibl to prov that th oprator corrsponing to th formal xprssion (1) is givn by Dfinition 1. In imnsion thr it is ncssary to us crtain aitional assumptions lik th homognity proprtis of th Laplac oprator an th lta istribution in orr to show that th slf-ajoint oprator corrsponing to (1) is givn by Dfinition 1 (s [3], Sction for tails). W o not want to wll on this point, sinc our furthr stuis ar bas on Dfinition 1 an ar inpnnt of ths assumptions. In what follows only local lta intractions will b consir, i.. intractions corrsponing to th iagonal matrix α. For xhausting scription of local point intractions s [8]. (It is possibl to show that non-iagonal matrics α in (8) la to nonlocal intractions.) Without loss of gnrality w suppos that all cofficints α n ar iffrnt from zro. If it is not th cas thn th st of singular points y n, n = 1,,..., N can simply b ruc. Th rsolvnt of th prturb oprator L α can b calculat using Krins formula [6, 7, 9], sinc ach of th oprators L j α is a finit imnsional prturbation of th Laplac oprator j in th rsolvnt sns. Hnc th ssntial spctrum of L α is purly absolutly continuous an coincis with th intrval [0, ). (It has multiplicity in R 1 an infinit multiplicity in R 3.) Th numbr of ngativ ignvalus cannot xc N (th rank of th prturbation). In aition straightforwar analysis shows that no positiv ignvalus occur. Th iscrt spctrum of th oprator is givn by th zros of th prturbation trminant apparing in Krins formula. Anothr way to obtain th quation for th iscrt spctrum is to consir th following Ansatz for th ignfunction N (9) ψ = a n g j (x, y n ), n=1 whr g j (x, y) ar th Grn functions for th Laplac oprator givn by (4). Th function ψ prsnt by (9) satisfis th ignfunction

5 VON NEUMANN-WIGNER THEOREM:LEVEL S REPULSION AND DEGENERATE EIGENVALUES.5 quation for λ = χ (10) L j0 ψ = χ ψ for any valu of th complx paramtrs a n. It is an ignfunction if an only if it in aition satisfis th bounary conition (8). Consir th bounary valus of th Grns functions (11) g 1 = g 1 (x y n ) g 1 m = g 1 = g 1 (x y n ) g 3 m = { 1, m = n 0, m n, g1 0m = { 1, m = n 0, m n, g3 0m = 1/χ, χ yn y m χ χ/4π, χ yn y m 4π y n y m Th isprsion quations fining th iscrt spctrum in R 1 an R 3 ar (1) t ( 1 + G 1 + χα 1) = 0; m = n m n m = n m n (13) t ( χ + G 3 + 4πα 1) = 0; rspctivly, whr G j ar th following Hrmitian N N matrics (14) G 1 nm = G 3 nm = { χ y n y m, n m { 0, n = m, χ yn y m, n m y n y m 0, n = m. In what follows w ar going to stuy solutions to ths isprsion quations concntrating our attntion to th gnracy of th ignvalus. In aition to xponntially crasing at infinity ignfunctions (corrsponing to ngativ ignvalus) thr xist solutions crasing powr-lik (corrsponing to th ignvalu zro). Dcrasing of ths functions at infinity is rlat to thir angular pnanc. Sphrically symmtric functions ar crasing lik c/r an thrfor ar not normalizabl. All othr valus of th angular momntum ar amissibl (for E = 0).

6 6 YU.N.DEMKOV AND P.KURASOV 3. Lvl s rpulsion for two cntrs in R 1 an R 3. Two local lta intractions cannot prouc a gnrat ignvalu. Thrfor w ar stuying hr th lvl rpulsion. Th oprator with two lta potntials can b paramtriz by thr ral paramtrs: > 0 - th istanc btwn th cntrs, α j, j = 1, - th strngths of th lta intractions. Consir first th cas of two point cntrs in imnsion on. Th isprsion quation is givn by th following formula in this cas (15) (1 + χα 1 1 )(1 + χα 1 ) χ = 0. It is convnint to us th following two paramtrs (16) γ i = 1 α i, i = 1,. Thn th isprsion quation is (17) (χ γ 1 )(χ γ ) γ 1 γ χ = 0. Lt us not th corrsponing oprator by L 1 (γ 1, γ ). Th isprsion quation for two cntrs in R 3 is givn by (18) ( χ + 4πα 1 1 )( χ + 4πα 1 ) χ = 0. Lt us introuc two nw paramtrs (19) γ j = 4π/α j, j = 1,. W gt th isprsion quation (0) (χ γ 1 )(χ γ ) χ = 0. Th corrsponing oprator will b not by L 3 (γ 1, γ ). Th paramtrs γ j just introuc for on- an thr-imnsional problms can b intrprt as th nrgis of th boun stats associat with ach of th two point cntrs. Consir th Schröingr oprator with on lta intraction + αδ(x). Thn th corrsponing oprator has xactly on boun stat with th nrgy (1) E = γ = α, provi α < 0 in imnsion on 4

7 VON NEUMANN-WIGNER THEOREM:LEVEL S REPULSION AND DEGENERATE EIGENVALUES.7 an () E = γ = (4π), provi α > 0 in imnsion thr. α Th nrgis corrsponing to singl intractions can b obtain from th isprsion quations (17) an (0) consiring th limit. Th xponntial function tns to zro an th two isprsion quations transform into th following quation (χ γ 1 )(χ γ ) = 0, having two solutions χ = γ 1, an fining th nrgis of th two boun stats E 1 = γ1 an E = γ provi that γ 1, > 0. Anothr way to obtain ths boun stats is to consir th limit whr th intraction at on of th cntrs vanishs. Not that vanishing intraction α j = 0 corrspons formally to γ j = 0 for R 1 an to γ j = for R 3. Th limits of th quations (17) an (0) whn γ 0, rspctivly γ ar givn by χ γ 1 = 0. Th last quation trmins th uniqu boun stat with th nrgy E 1 = γ 1 (provi γ 1 < 0). W fin it mor convnint to us paramtrs γ j insta of α j to paramtriz th oprators with lta intractions. Lt us stuy th numbr of ignvalus pning on th valus of th two paramtrs. Without loss of gnrality w can assum that γ 1 γ. W introuc th following notation P 1 (χ) = (χ γ 1)(χ γ ) γ 1 γ ; P 3 (χ) = (χ γ 1 )(χ γ ). Th ignvalus of th oprator L(γ 1, γ ) corrspon to positiv (ral) solutions of th isprsion quation. Not that quation (17) has on parasit solution χ = 0 which is not physical, sinc no ignfunction corrspons to E = 0 in this cas. Th corrsponing function os not blong to th Hilbrt spac. Lt us stuy th thr cass covring all possibilitis (th cass whn γ 1 or γ ar qual to zro can b xclu from th consiration), sparatly for on an thr imnsional point intractions γ γ 1 < 0 For positiv χ th functions P 1 (χ) an χ satisfy th following inqualitis P 1 (χ) 1 χ.

8 8 YU.N.DEMKOV AND P.KURASOV Th lattr inquality is strong for χ 0. Thrfor quation (17) has no solution on th intrval (0, ) in this cas. Th function P 3 is growing to infinity for positiv χ an th function χ / is crasing. Comparing th valus of th functions at th origin on can uc that q. (0) has on solution iff (3) γ 1 γ < 1. γ < 0 < γ 1 Th functions P 1 (χ) an χ ar qual to 1 at χ = 0. Thir scon rivativs ar ngativ an positiv, rspctivly. Thrfor quation (17) has at most on positiv solution an this solution xists if an only if χ ( χ ) χ=0 < χ P 1 (χ) χ=0 1 γ γ <. Th solution blongs to th intrval (0, γ 1 ). Lt us not this solution by χ 1. Equation (0) always has on solution in this cas, sinc th function P 3 is growing to infinity an has positiv zro an th function χ / is positiv an crass to zro. Th solution blongs to th intrval (γ 1, ). 0 < γ γ 1 Th function P 1 is qual to zro at th points χ = γ 1 an χ = γ. It incrass to + on th intrval (γ 1, ). Thrfor thr xists a solution to th isprsion quation (17) on th intrval (γ 1, ). This solution will b not by χ 1 in what follows. Th scon solution is situat on th intrval (0, γ ) if an only if th following conition is satisfi χ ( χ ) χ=0 < χ P 1 (χ) χ=0 1 γ γ <. Th scon solution will b not by χ. Similarly quation (0) has two solutions χ 1 an χ situat on th intrvals (0, γ ) an (γ 1, ) if an only if th following conition is satisfi (4) γ 1 γ > 1.

9 VON NEUMANN-WIGNER THEOREM:LEVEL S REPULSION AND DEGENERATE EIGENVALUES.9 Othrwis th quation has uniqu solution situat on th intrval (γ 1, ). Thus w prov onc mor that th iscrt spctra of th two problms consist of at most two istinct ignvalus situat on th ngativ half-axis. Lt us stuy th invrs spctral problm for ths oprator: Rconstruct th coupling constants γ 1 an γ so that th oprators L 1 (γ 1, γ ) an L 3 (γ, γ 3 ) hav givn χ 1 = E 1 < E = χ < 0 as ignvalus provi that th istanc btwn th intraction points is fix. Without loss of gnrality w can suppos that = 1. This problm can b solv in th following way. Consir first th isprsion quation corrsponing to th on imnsional problm. Suppos that χ 1 an χ ar solutions of (17). Thn th paramtrs γ 1, satisfy th following systm of quations (χ 1 γ 1 )(χ 1 γ ) = γ 1 γ χ 1 (5), (χ γ 1 )(χ γ ) = γ 1 γ χ which can b writtn as follows χ γ 1 γ = 1 χ (χ 1 χ ) χ 1 (1 χ ) χ (1 χ 1) A(χ 1, χ ) (6) γ 1 + γ = χ 1 (1 χ ) χ (1 χ 1) χ 1 (1 χ ) χ (1 χ 1) B(χ 1, χ ) Each of th two quations is linar with rspct to γ i. Thrfor this systm of quations can b solv for xampl by rsolving th first of th two quations with rspct to γ 1 an substituting it into th scon quation. On obtains in this way th quaratic quation, which can always b solv: (7) γ Bγ + A = 0. But on cannot guarant that th solutions, i.. paramtrs γ 1, ar ral. Only ral paramtrs γ j fin a slf-ajoint oprator. Hnc th nrgis of th boun stats ar not arbitrary, but satisfy th inquality (8) D(χ 1, χ ) B (χ 1, χ ) 4A(χ 1, χ ) 0. Similarly for th thr imnsional problm w hav th systm of quations { (χ1 γ (9) 1 )(χ 1 γ ) = χ 1, (χ γ 1 )(χ γ ) = χ ;.

10 10 YU.N.DEMKOV AND P.KURASOV (30) { γ 1 γ = χ 1 χ + χ 1 χ χ χ 1 χ 1 χ A(χ 1, χ ), γ 1 + γ = χ 1 + χ χ 1 χ χ 1 χ B(χ 1, χ ). Again thr xists a slf-ajoint oprator if an only if th iscriminant givn by (8) is non-ngativ. Thorm 1. Lt χ 1 < χ b two ignvalus of th oprator L j (γ 1, γ ), j = 1, 3. Assum that th nrgy E 1 = χ 1 is fix. Thn all possibl valus of χ fills in th intrval [0, χ max ] whr χ max = χ max (χ 1 ) is th valu of χ corrsponing to th symmtric intraction γ 1 = γ. This χ max is th uniqu solution to th following quations (31) 1 χmax χ max = 1 + χ 1 χ 1 for R 1 an R 3 rspctivly. an χ max + χmax = χ 1 χ 1, Proof. W ar going to prov th thorm for th on an thr imnsional cass sparatly. Dimnsion on. Th nrgis χ 1 an χ max corrsponing to th symmtric cas γ 1 = γ γ can b calculat from th following quation (χ γ) = γ χ χ γ = ±γ χ 1 + χ 1 = 1 χmax. χ 1 χ max To prov th thorm it is nough to show that th iscriminant of th systm (7) is positiv for all χ < χ max an ngativ for χ max < χ. Taking into account that th iscriminant is qual to zro for χ = χ max ( γ 1 = γ in this cas) it is sufficint to show that th rivativ χ D(χ 1, χ ) is ngativ. Consir th function f(x) = (1 x )/x. Dirct calculations show that 0 f(x), f (x) 0, 0 f (x), provi x > 0. It is asy to s that A = χ 1 χ f(χ ) f(χ 1 ). Thn th main valu thorm implis 0 A(χ 1, χ ) 1/. Using th fact that B = χ 1 + A(χ 1, χ )f(χ 1 ) th rivativ of th iscriminant can b valuat D(χ 1, χ ) χ = ((χ 1 + A(χ 1, χ )f(χ 1 ))f(χ 1 ) ) A(χ 1, χ ) χ.

11 VON NEUMANN-WIGNER THEOREM:LEVEL S REPULSION AND DEGENERATE EIGENVALUES. 11 To prov that th rivativ A(χ 1,χ ) χ thorm again is positiv w us th main valu A(χ 1, χ ) = f(χ 1) (f(χ ) + (χ 1 χ )f (χ )) χ (f(χ 1 ) f(χ )) an tak into account that th scon rivativ of f is positiv. Th xprssion in th brackts is ngativ χ 1 f(χ 1 ) + A(χ 1, χ )f (χ 1 ) χ 1 f(χ 1 ) + f (χ 1 )/ 0. Th last inquality follows irctly from th proprtis of th function f(x). It follows that D(χ 1, χ ) is positiv for χ < χ max an ngativ for χ max < χ. Dimnsion thr W introuc nw paramtrs { ξ = 1 (3) (γ { 1 + γ ) γ1 = ξ + η η = 1(γ 1 γ ) γ = ξ η Disprsion quation (0) is thn givn by (33) (χ ξ) η χ = 0. Sinc χ 1 is a solution of th last quation w gt (34) Q 3 (ξ, χ) (χ ξ) (χ 1 ξ) χ + χ 1 = 0. Thn th partial rivativ χ η sinc χ η χ=χ = can b stimat η(χ 1 χ ) (χ 1 ξ)(χ ξ + χ ) < 0, χ ξ + χ = χ + η + χ χ ( χ 1) < 0. It follows that χ attains its maximal valu whn η = 0 i.. in th symmtric cas γ 1 = γ γ. This cas corrspons to χ 1 an χ = χ max satisfying th quation (χ γ) = χ χ 1 χ max = χ 1 + χmax. Hnc for all χ : 0 χ χ max th following stimat hols (35) χ 1 χ χ 1 + χ. Lt us show that th iscriminant is positiv for all χ χ max. Th iscriminant of th quaratic quation (30) on γ 1 an γ is D(χ 1, χ ) = (χ 1 χ ) ( χ 1 + χ ) + ( χ 1 χ ) (χ 1 χ ).

12 1 YU.N.DEMKOV AND P.KURASOV Th sum of th first an th thir trms (χ 1 χ ) + ( χ 1 χ ) (χ 1 χ ) can b stimat by ( χ 1 + χ ) + ( χ 1 χ ) taking into account ( χ 1+ χ ) that (χ 1 χ ) χ 1 χ in accoranc with (35). Thn th iscriminant can b stimat from blow D(χ 1, χ ) ( χ 1 + χ ) ( χ 1 + ) χ + ( χ 1 χ ) ( χ 1 + χ ) = 0. It follows that th systm (30) has ral solutions for any 0 χ χ max (χ 1 ). Th thorm stats that th systm of two local point intractions nvr has a multipl ignvalu. Th istanc btwn th ignnrgis is minimal in th symmtric cas γ 1 = γ. This can b illustrat by th following figur x x x x1 5 R 1 R 3 Figur 1. Lvl s rpulsion for two cntrs. Th ara lying btwn th two curv lins is forbin, i.. it is impossibl to fin two point intractions at th istanc = 1 trmining two ignvalus in this rgion. In th limit χ 1, th curvs approach th lin χ 1 = χ. It follows that two p ignvalus can b situat rathr clos to ach othr. Th curvs crosss th corrsponing axs at th sam point which is th uniqu solution of th quation x = 1 + x. W hav provn that th Schröingr oprator with two local point intractions cannot hav a gnrat ignvalu. Morovr th two ignvalus cannot b situat arbitrarily clos to ach othr. This is a crtain gnralization of von Numann-Wignr thorm [10]. Not

13 VON NEUMANN-WIGNER THEOREM:LEVEL S REPULSION AND DEGENERATE EIGENVALUES. 13 that th last statmnt hols u to th spcial form of th bounary conitions scrib by iagonal matrics. Consiring nonlocal point intractions on can obtain oprators with two ngativ ignvalus situat arbitrarily. 4. Dgnrat ignvalus for svral cntrs Th on-imnsional Schröingr oprator cannot hav gnrat ignvalus (xcpt th cas whr th oprator can b rprsnt by an orthogonal sum of oprators on two intrvals). Thrfor w rstrict our consiration to th cas of th thr-imnsional Schröingr oprator with point intraction scrib in Sction. Morovr w ar going to stuy th maximal possibl gnracy for th sak of simplicity. Low-orr gnracis can b scrib by stuying clustrs consisting of a smallr numbr of cntrs. Lt us consir th possibility for th maximal gnracy N 1 for th systm of N point potntials. Th quation trmining th ignvalus in this systm ras as follows χ + γ χ 1 χ χ 1N 1N χ 1 1 χ + γ χ χ N N (36) t χ 31 χ χ + γ 3... χ 3N = 0, 3N χ N1 N1 χ N N χ N3 N3... χ + γ N whr γ j = 4πα 1 j. This quation trmins at most N ngativ ignvalus. W ar intrst in th cas whr on of ths ignvalus has maximal possibl multiplicity N 1. This happns if an only if all rows in th matrix ar paralll, i.. th trminants of all minors ar zro. Lt us rckon for which numbr of cntrs this is possibl. For larg nough N (N 3) configuration of th cntrs is trmin by N gom = 3(N ) istancs. In aition thr ar N xt = N paramtrs trmining th xtnsions. Hnc th matrix contains N par = N gom + N xt + 1 = 4N 5 paramtrs incluing in aition th spctral paramtr χ. Th total numbr of minors is qual to ( n(n 1) ), but th numbr of inpnnt quations rucs to n(n 1) u to th symmtry an spcial form of th matrix. Hnc in gnral thr ar N con = n(n 1) constraints on th paramtrs, which guarant th maximal gnracy of th ignvalu. Sinc th numbr of constraints is growing quaratically, but th numbr of paramtrs - just linarly, it is impossibl to fin a configuration laing to th maximal gnracy for sufficintly larg N. In th tabl blow w

14 14 YU.N.DEMKOV AND P.KURASOV calculat th maximal xpct imnsion D of th st of paramtrs which guarant th maximal gnracy. N N gom N xt N par N con D W s that for low N our naiv calculations giv th corrct rsult. Thus in th cas of on point intraction thr is a on-paramtr family of xtnsions having an ignvalu. For two point intractions th family of oprators having an ignvalu is scrib by thr paramtrs: two xtnsion paramtrs an on istanc. For larg N (N 8) this tabl inicats that no ignvalu of maximal multiplicity is possibl. In th currnt sction w ar going to stuy th cas of intrmiat valus of N. Thr cntrs. Thr ar 9 minors. Sinc th matrix is symmtric, only 6 minors ar inpnnt. Du to th spcial structur of th matrix, th numbr of quations rucs to 3 (37) χ + γ 1 = χ + γ = χ + γ 3 = χ( ) 13 χ( ) χ( ) 13 3 Thorm. For any configuration {y 1, y, y 3 } of thr points in R 3 an any ngativ numbr E = χ thr xists a uniqu st of paramtrs α 1, α, α 3 such that th Schröingr oprator with thr lta intractions of strngths α 1, α, α 3 concntrat at y 1, y, y 3 rspctivly has a gnrat ignvalu with th nrgy E = χ. Proof. Consir th systm of quations (37) for arbitrary st of positiv paramtrs 1, 13, 3, χ. Ths quations allow on to calculat irctly 3 positiv ral numbrs γ j = 4π/α j an hnc rconstruct th paramtrs trmining th lta intractions at th points y j. Th thorm shows that for any fix configuration of points supporting lta intractions th st of paramtrs trmining such intractions laing to oubl ignvalus can b paramtriz by on

15 VON NEUMANN-WIGNER THEOREM:LEVEL S REPULSION AND DEGENERATE EIGENVALUES. 15 ral paramtr - th nrgy of th gnrat ignvalu. Thn th st of paramtrs laing to a gnrat ignvalu can b scrib by 4 paramtrs as it was prict by th tabl. Four cntrs. Thr ar 36 minors, but u to th symmtry of th matrix only 1 minors ar inpnnt. Spcial form of th matrix rucs th numbr of inpnnt quations to 6. It is natural to ivi ths quations into two systms of four an two quations in ach systm rspctivly (38) an χ + γ 1 = χ + γ = χ + γ 3 = χ + γ 4 = χ( ) χ( ) 14 χ( ) χ( ) 14 4 (39) χ( ) 1 34 = χ( ) 13 4 = χ( ) Th scon systm in th gnral cas scribs a crtain rlation btwn th istancs an th nrgy paramtr. It follows that not all configurations of four cntrs la to a tripl ignvalu. In gnral if this configuration is amissibl thn it trmins uniquly th possibl nrgy of th tripl boun stat (xcpt spcial cass scrib by Thorm 3). Thn th istancs an th nrgy of th tripl ignvalu can b us to trmin th strngths of th point intractions from th first four quations (38). For th systm of four cntrs lt us introuc som primtric coorinats - th sums of lngths of opposit gs in th ttrahron trmin by y 1, y, y 3, y 4 (40) D 1 = , D 13 = , D 14 = Ths coorinats can b us to calculat th primtrs of all thr possibl four-angls in an asy way: th primtrs ar qual to th sums of th corrsponing two primtric coorinats. Thorm 3. Consir th Schröingr oprator in L (R 3 ) with four point intractions of strngths α 1, α, α 3, α 4 situat at th points y 1, y, y 3, y 4. This oprator has a tripl ignvalu if an only if on of th following conitions hol:

16 16 YU.N.DEMKOV AND P.KURASOV a) If all thr primtric coorinats ar iffrnt, thn th istancs btwn th cntrs shoul satisfy on of th following thr quivalnt conitions (41) ln 1 + ln 34 ln 13 ln 4 = ln 1 + ln 34 ln 14 ln 3 < 0, (4) ln 1 + ln 34 ln 13 ln = ln 13 + ln 4 ln 14 ln < 0, (43) ln 1 + ln 34 ln 14 ln = ln 13 + ln 4 ln 14 ln < 0. Th nrgy of th tripl ignvalu is trmin uniquly by th gomtry of th cntrs ( ) ln 1 + ln 34 ln 14 ln 3 (44) E = Th uniqu valus of th constants α j ar trmin by (38) (taking into account (19)). b) If two of th primtric coorinats coinci, say D 1 D 13 = = 0, thn th lngths in ths pairs shoul b qual, i.. (45) { 1 = = 4 or { 1 = 4 34 = 13 Thn th tripl ignvalu xists only if conition (41) hols, its valu is uniquly trmin by th gomtry an is givn by (44). Th uniqu valus of th constants α j ar trmin by (38) (using (19)). c) If all thr paramtric coorinats ar qual thn th tripl ignvalu xists if an only if th four cntrs ar situat at th vrtics of a ttrahron with at last on si givn by a rgular triangl an th thr othr sis qual. Th nrgy of th tripl ignvalu is arbitrary ngativ an th valus of th paramtrs α j (all qual) ar uniquly trmin by this nrgy. Proof. Lt us consir all thr cass sparatly. a) If all thr paramtric coorinats ar iffrnt thn th paramtr χ which trmins th nrgy of th tripl boun stat can b

17 VON NEUMANN-WIGNER THEOREM:LEVEL S REPULSION AND DEGENERATE EIGENVALUES. 17 calculat from (39) using thr iffrnt qualitis as follows χ = ln 1 + ln 34 ln 13 ln , χ = ln 1 + ln 34 ln 14 ln , χ = ln 13 + ln 4 ln 14 ln Excluing χ from th last quations in thr iffrnt ways w gt (41,4,43) taking into account that χ must b positiv. Thn th paramtrs α j (or γ j ) can b calculat from (38). b) If any two of thr primtric coorinats coinsi, say D 1 = D 13, thn th systm of quations (39) is quivalnt to th following two quations ln 1 + ln 34 ln 13 ln 4 = ln 1 + ln 34 ln 14 ln 3 > 0; = Taking into account that th two primtric coorinats coinci w conclu that th latr quation implis (45) an that th nrgy of th tripl ignvalu is givn by (44). Th xtnsion paramtrs ar again trmin by (38). c) If all thr primtric coorinats coinci thn (39) is quivalnt to 1 34 = 13 4 = 14 3, an it follows that th four cntrs form a ttrahron with at last on si givn by a rgular triangl. Th thr rmaining sis ar qual. In this cas quation (39) is satisfi for arbitrary valu of th nrgy paramtr E = χ. Aftr choosing this paramtr qual to arbitrary ngativ numbr on can calculat uniqu valus of th strngth paramtrs from (38). Th first family of point intractions is scrib by 5 inpnnt paramtrs as it was xpct (s th tabl). Th othr two familis ar scrib by 4 an 3 paramtrs rspctivly. Th last family is th most intrsting, sinc it inclus th rgular ttrahron - th most symmtric configuration of four cntrs. Fiv cntrs. W stuy th possibility that this systm has an ignvalu of multiplicity 4. It is not obvious that th systm of quations is solvabl. Th tabl pricts that th family of solutions is scrib by 5 paramtrs. W ar abl to show that thr xists a two-paramtr family. Consir th most symmtric configuration of 5 points:

18 18 YU.N.DEMKOV AND P.KURASOV points y, y 3, y 4, y 5 ar situat at th cornrs of a rgular ttrahron, point y 1 is situat in th cntr of th ttrahron. W not by th lngth of th ttrahron s gs an by r th raius of th scrib sphr containing th four vrtics of th ttrahron. Thn th systm (36) ras as follows χ + γ χr χr χr χr 1 r r r r χr χ + γ χ χ χ r (46) t χr χ χ + γ χ χ r 3 = 0. χr χ χ χ + γ χ r 4 χr χ χ χ χ + γ r 5 All rows of th matrix ar linarly pnnt (th ignvalu has multiplicity 4) if an only if an χ + γ = χ + γ 3 = χ + γ 4 = χ + γ 5 = χ γ = γ 3 = γ 4 = γ 5 = χ + χ / ( ) χr χ + γ 1 = / χ γ 1 = χ + r r χ( r). Hnc for any χ on can fin paramtrs α j, j = 1,..., 5 such that th Schröingr oprator with 5 point intractions has an ignvalu of multiplicity 4. Th last family appars to b th most intrsting, sinc it conyains th rgular ttrahron - th most symmtric configuration of four cntrs. Six an mor cntrs. Consir th systm of six cntrs. Th tabl pricts that th st of paramtrs laing to th maximal gnracy in this cas is scrib by 4 paramtrs. Lt us xamin th most symmtric configuration of six cntrs - th points situat at th summits of th octahron. Th matrix taks th following form χ + γ χ χ 1 χ χ χ χ + γ χ χ χ χ χ χ + γ χ χ 3 χ χ χ χ + γ χ 4 χ χ χ χ χ + γ χ 5 χ χ χ χ χ χ χ χ χ χ + γ 6,

19 VON NEUMANN-WIGNER THEOREM:LEVEL S REPULSION AND DEGENERATE EIGENVALUES. 19 whr is th lngth of th octahrons g. Th rows ar paralll only if χ = χ ln, χ = ( 1) < 0. But th paramtr χ has to b positiv. It follows that this systm cannot hav an ignvalu of multiplicity 5. Th last quation trmins a rsonanc insta of th ignvalu. W conjctur that th systm of 6 point intractions cannot hav an ignvalu of multiplicity 5. Similarly w o not xpct ignvalus of th multiplicity N 1 for any systm N point intraction, provi N > 6. W ar going to rturn back to this problm in on of our forthcoming publications. Conclusions Th authors ar gratfull to Th Swish Royal Acamy of Scincs an Founation for Basic Rsarch (Vtnskapsråt) for financial support. Rfrncs [1] M.N. Aamov, Yu.N. Dmkov, V.D. Ob kov, an T.K. Rban, Mol of a small-raius potntial for molcular systms, Tor. Eksp. Khimiya, 4 (1968), [] S. Albvrio, F. Gsztsy, R. Høgh-Krohn, an H. Holn, Solvabl mols in quantum mchanics. Scon ition. With an appnix by Pavl Exnr. AMS Chlsa Publishing, Provinc, RI, 005. [3] S. Albvrio an P. Kurasov, Singular prturbations of iffrntial oprators. Solvabl Schröingr typ oprators, Lonon Mathmatical Socity Lctur Not Sris, 71. Cambrig Univrsity Prss, Cambrig, 000. [4] Yu.N. Dmkov, G.F. Drukarv, an V.V. Kuchinskii, Dissociation of ngativ ions in short rang potntial approximation, J. Exp. Thor. Phys., 58 (1970), [5] Yu. Dmkov an V. Ostrovsky, Zro-rang potntials an thir applications in atomic physics, Plnum, Nw York, 1988 (Translation from th 1975 Russian original: Dmkov,.N., Ostrovski, V.N., Mto potncialov nulvogo raiusa v atomno fizik, Iz vo Lningraskogo Univrsitta, Lningra, 1975 ) [6] M. Krin, On Hrmitian oprators whos ficincy inics ar 1, Compts Rnu (Doklay) Aca. Sci. URSS (N.S.), 43, , [7] M. Krin, On Hrmitian oprators whos ficincy inics ar qual to on. II, Compts Rnu (Doklay) Aca. Sci. URSS (N.S.), 44, , [8] P. Kurasov an A. Posilicano, Finit sp of propagation an local bounary conitions for wav quations with point intractions. Proc. Amr. Math. Soc. 133 (005), [9] M. Naimark, On spctral functions of a symmtric oprator, Bull. Aca. Scincs URSS, 7, 85-96, [10] J. von Numann an E. Wignr, Übr as Vrhaltn von Eignwrtn bi aiabatischn Prozssn, Phys. Zit., 30 (199),

20 0 YU.N.DEMKOV AND P.KURASOV Particulars about th authors Pavl Kurasov (corrsponing author) Physics Rsarch Institut, St.Ptrsburg Univrsity Russia, St.Ptrsburg, St. Ptrhof Ul yanovskaya 1, St.Ptrsburg Univrsity, Physics Rsarch Institut, Laboratory of Quantum Ntworks an Dpt. of Mathmatics, Lun Univrsity, 1 00 Lun, Swn -mail: pak@math.su.s Contact phon numbr: (81) Yurii N. Dmkov Physics Rsarch Institut, St.Ptrsburg Univrsity Russia, St.Ptrsburg, St. Ptrhof Ul yanovskaya 1, St.Ptrsburg Univrsity, Physics Rsarch Institut, Dpt. of Quantum Mchanics Contact phon numbr: (81) 3067 Titl: von Numann-Wignr thorm: lvl s rpulsion an gnrat ignvalus. Authors: Yu.N.Dmkov an P.Kurasov Abstract Spctral proprtis of Schröingr oprators with point intractions ar invstigat. Attntion is focus on th intrplay btwn th lvl s rpulsion (von Numann-Wignr thorm) an th symmtry of th points configuration. Explicit solvability of th problm allows to obsrv lvl s rpulsion for two cntrs. For largr numbr of cntrs th familis of point intractions laing to th highst possibl gnracy is invstigat. UDC , Kywors: Wignr-von Numann thorm, zro-rang potntials, xtnsion thory, invrs spctral problm.

First order differential equation Linear equation; Method of integrating factors

First order differential equation Linear equation; Method of integrating factors First orr iffrntial quation Linar quation; Mtho of intgrating factors Exampl 1: Rwrit th lft han si as th rivativ of th prouct of y an som function by prouct rul irctly. Solving th first orr iffrntial

More information

Addition of angular momentum

Addition of angular momentum Addition of angular momntum April, 0 Oftn w nd to combin diffrnt sourcs of angular momntum to charactriz th total angular momntum of a systm, or to divid th total angular momntum into parts to valuat th

More information

The second condition says that a node α of the tree has exactly n children if the arity of its label is n.

The second condition says that a node α of the tree has exactly n children if the arity of its label is n. CS 6110 S14 Hanout 2 Proof of Conflunc 27 January 2014 In this supplmntary lctur w prov that th λ-calculus is conflunt. This is rsult is u to lonzo Church (1903 1995) an J. arkly Rossr (1907 1989) an is

More information

Mathematics 1110H Calculus I: Limits, derivatives, and Integrals Trent University, Summer 2018 Solutions to the Actual Final Examination

Mathematics 1110H Calculus I: Limits, derivatives, and Integrals Trent University, Summer 2018 Solutions to the Actual Final Examination Mathmatics H Calculus I: Limits, rivativs, an Intgrals Trnt Univrsity, Summr 8 Solutions to th Actual Final Eamination Tim-spac: 9:-: in FPHL 7. Brought to you by Stfan B lan k. Instructions: Do parts

More information

The van der Waals interaction 1 D. E. Soper 2 University of Oregon 20 April 2012

The van der Waals interaction 1 D. E. Soper 2 University of Oregon 20 April 2012 Th van dr Waals intraction D. E. Sopr 2 Univrsity of Orgon 20 pril 202 Th van dr Waals intraction is discussd in Chaptr 5 of J. J. Sakurai, Modrn Quantum Mchanics. Hr I tak a look at it in a littl mor

More information

5.80 Small-Molecule Spectroscopy and Dynamics

5.80 Small-Molecule Spectroscopy and Dynamics MIT OpnCoursWar http://ocw.mit.du 5.80 Small-Molcul Spctroscopy and Dynamics Fall 008 For information about citing ths matrials or our Trms of Us, visit: http://ocw.mit.du/trms. Lctur # 3 Supplmnt Contnts

More information

22/ Breakdown of the Born-Oppenheimer approximation. Selection rules for rotational-vibrational transitions. P, R branches.

22/ Breakdown of the Born-Oppenheimer approximation. Selection rules for rotational-vibrational transitions. P, R branches. Subjct Chmistry Papr No and Titl Modul No and Titl Modul Tag 8/ Physical Spctroscopy / Brakdown of th Born-Oppnhimr approximation. Slction ruls for rotational-vibrational transitions. P, R branchs. CHE_P8_M

More information

PHYS ,Fall 05, Term Exam #1, Oct., 12, 2005

PHYS ,Fall 05, Term Exam #1, Oct., 12, 2005 PHYS1444-,Fall 5, Trm Exam #1, Oct., 1, 5 Nam: Kys 1. circular ring of charg of raius an a total charg Q lis in th x-y plan with its cntr at th origin. small positiv tst charg q is plac at th origin. What

More information

Y 0. Standing Wave Interference between the incident & reflected waves Standing wave. A string with one end fixed on a wall

Y 0. Standing Wave Interference between the incident & reflected waves Standing wave. A string with one end fixed on a wall Staning Wav Intrfrnc btwn th incint & rflct wavs Staning wav A string with on n fix on a wall Incint: y, t) Y cos( t ) 1( Y 1 ( ) Y (St th incint wav s phas to b, i.., Y + ral & positiv.) Rflct: y, t)

More information

Thomas Whitham Sixth Form

Thomas Whitham Sixth Form Thomas Whitham Sith Form Pur Mathmatics Unit C Algbra Trigonomtr Gomtr Calculus Vctor gomtr Pag Algbra Molus functions graphs, quations an inqualitis Graph of f () Draw f () an rflct an part of th curv

More information

As the matrix of operator B is Hermitian so its eigenvalues must be real. It only remains to diagonalize the minor M 11 of matrix B.

As the matrix of operator B is Hermitian so its eigenvalues must be real. It only remains to diagonalize the minor M 11 of matrix B. 7636S ADVANCED QUANTUM MECHANICS Solutions Spring. Considr a thr dimnsional kt spac. If a crtain st of orthonormal kts, say, and 3 ar usd as th bas kts, thn th oprators A and B ar rprsntd by a b A a and

More information

Addition of angular momentum

Addition of angular momentum Addition of angular momntum April, 07 Oftn w nd to combin diffrnt sourcs of angular momntum to charactriz th total angular momntum of a systm, or to divid th total angular momntum into parts to valuat

More information

On the irreducibility of some polynomials in two variables

On the irreducibility of some polynomials in two variables ACTA ARITHMETICA LXXXII.3 (1997) On th irrducibility of som polynomials in two variabls by B. Brindza and Á. Pintér (Dbrcn) To th mmory of Paul Erdős Lt f(x) and g(y ) b polynomials with intgral cofficints

More information

Recall that by Theorems 10.3 and 10.4 together provide us the estimate o(n2 ), S(q) q 9, q=1

Recall that by Theorems 10.3 and 10.4 together provide us the estimate o(n2 ), S(q) q 9, q=1 Chaptr 11 Th singular sris Rcall that by Thorms 10 and 104 togthr provid us th stimat 9 4 n 2 111 Rn = SnΓ 2 + on2, whr th singular sris Sn was dfind in Chaptr 10 as Sn = q=1 Sq q 9, with Sq = 1 a q gcda,q=1

More information

The Matrix Exponential

The Matrix Exponential Th Matrix Exponntial (with xrciss) by D. Klain Vrsion 207.0.05 Corrctions and commnts ar wlcom. Th Matrix Exponntial For ach n n complx matrix A, dfin th xponntial of A to b th matrix A A k I + A + k!

More information

cycle that does not cross any edges (including its own), then it has at least

cycle that does not cross any edges (including its own), then it has at least W prov th following thorm: Thorm If a K n is drawn in th plan in such a way that it has a hamiltonian cycl that dos not cross any dgs (including its own, thn it has at last n ( 4 48 π + O(n crossings Th

More information

The Matrix Exponential

The Matrix Exponential Th Matrix Exponntial (with xrciss) by Dan Klain Vrsion 28928 Corrctions and commnts ar wlcom Th Matrix Exponntial For ach n n complx matrix A, dfin th xponntial of A to b th matrix () A A k I + A + k!

More information

Coupled Pendulums. Two normal modes.

Coupled Pendulums. Two normal modes. Tim Dpndnt Two Stat Problm Coupld Pndulums Wak spring Two normal mods. No friction. No air rsistanc. Prfct Spring Start Swinging Som tim latr - swings with full amplitud. stationary M +n L M +m Elctron

More information

SECTION where P (cos θ, sin θ) and Q(cos θ, sin θ) are polynomials in cos θ and sin θ, provided Q is never equal to zero.

SECTION where P (cos θ, sin θ) and Q(cos θ, sin θ) are polynomials in cos θ and sin θ, provided Q is never equal to zero. SETION 6. 57 6. Evaluation of Dfinit Intgrals Exampl 6.6 W hav usd dfinit intgrals to valuat contour intgrals. It may com as a surpris to larn that contour intgrals and rsidus can b usd to valuat crtain

More information

SPH4U Electric Charges and Electric Fields Mr. LoRusso

SPH4U Electric Charges and Electric Fields Mr. LoRusso SPH4U lctric Chargs an lctric Fils Mr. LoRusso lctricity is th flow of lctric charg. Th Grks first obsrv lctrical forcs whn arly scintists rubb ambr with fur. Th notic thy coul attract small bits of straw

More information

Hydrogen Atom and One Electron Ions

Hydrogen Atom and One Electron Ions Hydrogn Atom and On Elctron Ions Th Schrödingr quation for this two-body problm starts out th sam as th gnral two-body Schrödingr quation. First w sparat out th motion of th cntr of mass. Th intrnal potntial

More information

Additional Math (4047) Paper 2 (100 marks) y x. 2 d. d d

Additional Math (4047) Paper 2 (100 marks) y x. 2 d. d d Aitional Math (07) Prpar b Mr Ang, Nov 07 Fin th valu of th constant k for which is a solution of th quation k. [7] Givn that, Givn that k, Thrfor, k Topic : Papr (00 marks) Tim : hours 0 mins Nam : Aitional

More information

LINEAR DELAY DIFFERENTIAL EQUATION WITH A POSITIVE AND A NEGATIVE TERM

LINEAR DELAY DIFFERENTIAL EQUATION WITH A POSITIVE AND A NEGATIVE TERM Elctronic Journal of Diffrntial Equations, Vol. 2003(2003), No. 92, pp. 1 6. ISSN: 1072-6691. URL: http://jd.math.swt.du or http://jd.math.unt.du ftp jd.math.swt.du (login: ftp) LINEAR DELAY DIFFERENTIAL

More information

The Transfer Function. The Transfer Function. The Transfer Function. The Transfer Function. The Transfer Function. The Transfer Function

The Transfer Function. The Transfer Function. The Transfer Function. The Transfer Function. The Transfer Function. The Transfer Function A gnraliation of th frquncy rsons function Th convolution sum scrition of an LTI iscrt-tim systm with an imuls rsons h[n] is givn by h y [ n] [ ] x[ n ] Taing th -transforms of both sis w gt n n h n n

More information

A RELATIVISTIC LAGRANGIAN FOR MULTIPLE CHARGED POINT-MASSES

A RELATIVISTIC LAGRANGIAN FOR MULTIPLE CHARGED POINT-MASSES A RELATIVISTIC LAGRANGIAN FOR MULTIPLE CHARGED POINT-MASSES ADRIAAN DANIËL FOKKER (1887-197) A translation of: Ein invariantr Variationssatz für i Bwgung mhrrr lctrischr Massntilshn Z. Phys. 58, 386-393

More information

Thomas Whitham Sixth Form

Thomas Whitham Sixth Form Thomas Whitham Sith Form Pur Mathmatics Cor rvision gui Pag Algbra Moulus functions graphs, quations an inqualitis Graph of f () Draw f () an rflct an part of th curv blow th ais in th ais. f () f () f

More information

Construction of asymmetric orthogonal arrays of strength three via a replacement method

Construction of asymmetric orthogonal arrays of strength three via a replacement method isid/ms/26/2 Fbruary, 26 http://www.isid.ac.in/ statmath/indx.php?modul=prprint Construction of asymmtric orthogonal arrays of strngth thr via a rplacmnt mthod Tian-fang Zhang, Qiaoling Dng and Alok Dy

More information

Einstein Equations for Tetrad Fields

Einstein Equations for Tetrad Fields Apiron, Vol 13, No, Octobr 006 6 Einstin Equations for Ttrad Filds Ali Rıza ŞAHİN, R T L Istanbul (Turky) Evry mtric tnsor can b xprssd by th innr product of ttrad filds W prov that Einstin quations for

More information

Self-Adjointness and Its Relationship to Quantum Mechanics. Ronald I. Frank 2016

Self-Adjointness and Its Relationship to Quantum Mechanics. Ronald I. Frank 2016 Ronald I. Frank 06 Adjoint https://n.wikipdia.org/wiki/adjoint In gnral thr is an oprator and a procss that dfin its adjoint *. It is thn slf-adjoint if *. Innr product spac https://n.wikipdia.org/wiki/innr_product_spac

More information

a 1and x is any real number.

a 1and x is any real number. Calcls Nots Eponnts an Logarithms Eponntial Fnction: Has th form y a, whr a 0, a an is any ral nmbr. Graph y, Graph y ln y y Th Natral Bas (Elr s nmbr): An irrational nmbr, symboliz by th lttr, appars

More information

Title: Vibrational structure of electronic transition

Title: Vibrational structure of electronic transition Titl: Vibrational structur of lctronic transition Pag- Th band spctrum sn in th Ultra-Violt (UV) and visibl (VIS) rgions of th lctromagntic spctrum can not intrprtd as vibrational and rotational spctrum

More information

Division of Mechanics Lund University MULTIBODY DYNAMICS. Examination Name (write in block letters):.

Division of Mechanics Lund University MULTIBODY DYNAMICS. Examination Name (write in block letters):. Division of Mchanics Lund Univrsity MULTIBODY DYNMICS Examination 7033 Nam (writ in block lttrs):. Id.-numbr: Writtn xamination with fiv tasks. Plas chck that all tasks ar includd. clan copy of th solutions

More information

BINOMIAL COEFFICIENTS INVOLVING INFINITE POWERS OF PRIMES

BINOMIAL COEFFICIENTS INVOLVING INFINITE POWERS OF PRIMES BINOMIAL COEFFICIENTS INVOLVING INFINITE POWERS OF PRIMES DONALD M. DAVIS Abstract. If p is a prim (implicit in notation and n a positiv intgr, lt ν(n dnot th xponnt of p in n, and U(n n/p ν(n, th unit

More information

BINOMIAL COEFFICIENTS INVOLVING INFINITE POWERS OF PRIMES. 1. Statement of results

BINOMIAL COEFFICIENTS INVOLVING INFINITE POWERS OF PRIMES. 1. Statement of results BINOMIAL COEFFICIENTS INVOLVING INFINITE POWERS OF PRIMES DONALD M. DAVIS Abstract. If p is a prim and n a positiv intgr, lt ν p (n dnot th xponnt of p in n, and u p (n n/p νp(n th unit part of n. If α

More information

Notes on Differential Geometry

Notes on Differential Geometry Nots from phz 6607, Spcial an Gnral Rlativity Univrsity of Floria, Fall 2004, Dtwilr Nots on Diffrntial Gomtry Ths nots ar not a substitut in any mannr for class lcturs. Plas lt m know if you fin rrors.

More information

Quasi-Classical States of the Simple Harmonic Oscillator

Quasi-Classical States of the Simple Harmonic Oscillator Quasi-Classical Stats of th Simpl Harmonic Oscillator (Draft Vrsion) Introduction: Why Look for Eignstats of th Annihilation Oprator? Excpt for th ground stat, th corrspondnc btwn th quantum nrgy ignstats

More information

64. A Conic Section from Five Elements.

64. A Conic Section from Five Elements. . onic Sction from Fiv Elmnts. To raw a conic sction of which fiv lmnts - points an tangnts - ar known. W consir th thr cass:. Fiv points ar known.. Four points an a tangnt lin ar known.. Thr points an

More information

SIGNIFICANCE OF SMITH CHART IN ANTENNA TECHNOLOGY

SIGNIFICANCE OF SMITH CHART IN ANTENNA TECHNOLOGY SIGNIFICANCE OF SMITH CHART IN ANTENNA TECHNOLOGY P. Poornima¹, Santosh Kumar Jha² 1 Associat Profssor, 2 Profssor, ECE Dpt., Sphoorthy Enginring Collg Tlangana, Hyraba (Inia) ABSTRACT This papr prsnts

More information

Finite Element Analysis

Finite Element Analysis Finit Elmnt Analysis L4 D Shap Functions, an Gauss Quaratur FEA Formulation Dr. Wiong Wu EGR 54 Finit Elmnt Analysis Roamap for Dvlopmnt of FE Strong form: govrning DE an BCs EGR 54 Finit Elmnt Analysis

More information

Brief Introduction to Statistical Mechanics

Brief Introduction to Statistical Mechanics Brif Introduction to Statistical Mchanics. Purpos: Ths nots ar intndd to provid a vry quick introduction to Statistical Mchanics. Th fild is of cours far mor vast than could b containd in ths fw pags.

More information

Ch. 24 Molecular Reaction Dynamics 1. Collision Theory

Ch. 24 Molecular Reaction Dynamics 1. Collision Theory Ch. 4 Molcular Raction Dynamics 1. Collision Thory Lctur 16. Diffusion-Controlld Raction 3. Th Matrial Balanc Equation 4. Transition Stat Thory: Th Eyring Equation 5. Transition Stat Thory: Thrmodynamic

More information

2. Finite Impulse Response Filters (FIR)

2. Finite Impulse Response Filters (FIR) .. Mthos for FIR filtrs implmntation. Finit Impuls Rspons Filtrs (FIR. Th winow mtho.. Frquncy charactristic uniform sampling. 3. Maximum rror minimizing. 4. Last-squars rror minimizing.. Mthos for FIR

More information

Introduction to Arithmetic Geometry Fall 2013 Lecture #20 11/14/2013

Introduction to Arithmetic Geometry Fall 2013 Lecture #20 11/14/2013 18.782 Introduction to Arithmtic Gomtry Fall 2013 Lctur #20 11/14/2013 20.1 Dgr thorm for morphisms of curvs Lt us rstat th thorm givn at th nd of th last lctur, which w will now prov. Thorm 20.1. Lt φ:

More information

Chapter 10. The singular integral Introducing S(n) and J(n)

Chapter 10. The singular integral Introducing S(n) and J(n) Chaptr Th singular intgral Our aim in this chaptr is to rplac th functions S (n) and J (n) by mor convnint xprssions; ths will b calld th singular sris S(n) and th singular intgral J(n). This will b don

More information

The pn junction: 2 Current vs Voltage (IV) characteristics

The pn junction: 2 Current vs Voltage (IV) characteristics Th pn junction: Currnt vs Voltag (V) charactristics Considr a pn junction in quilibrium with no applid xtrnal voltag: o th V E F E F V p-typ Dpltion rgion n-typ Elctron movmnt across th junction: 1. n

More information

GEOMETRICAL PHENOMENA IN THE PHYSICS OF SUBATOMIC PARTICLES. Eduard N. Klenov* Rostov-on-Don, Russia

GEOMETRICAL PHENOMENA IN THE PHYSICS OF SUBATOMIC PARTICLES. Eduard N. Klenov* Rostov-on-Don, Russia GEOMETRICAL PHENOMENA IN THE PHYSICS OF SUBATOMIC PARTICLES Eduard N. Klnov* Rostov-on-Don, Russia Th articl considrs phnomnal gomtry figurs bing th carrirs of valu spctra for th pairs of th rmaining additiv

More information

Problem Set 6 Solutions

Problem Set 6 Solutions 6.04/18.06J Mathmatics for Computr Scinc March 15, 005 Srini Dvadas and Eric Lhman Problm St 6 Solutions Du: Monday, March 8 at 9 PM in Room 3-044 Problm 1. Sammy th Shark is a financial srvic providr

More information

Derangements and Applications

Derangements and Applications 2 3 47 6 23 Journal of Intgr Squncs, Vol. 6 (2003), Articl 03..2 Drangmnts and Applications Mhdi Hassani Dpartmnt of Mathmatics Institut for Advancd Studis in Basic Scincs Zanjan, Iran mhassani@iasbs.ac.ir

More information

A Propagating Wave Packet Group Velocity Dispersion

A Propagating Wave Packet Group Velocity Dispersion Lctur 8 Phys 375 A Propagating Wav Packt Group Vlocity Disprsion Ovrviw and Motivation: In th last lctur w lookd at a localizd solution t) to th 1D fr-particl Schrödingr quation (SE) that corrsponds to

More information

Constants and Conversions:

Constants and Conversions: EXAM INFORMATION Radial Distribution Function: P 2 ( r) RDF( r) Br R( r ) 2, B is th normalization constant. Ordr of Orbital Enrgis: Homonuclar Diatomic Molculs * * * * g1s u1s g 2s u 2s u 2 p g 2 p g

More information

A Prey-Predator Model with an Alternative Food for the Predator, Harvesting of Both the Species and with A Gestation Period for Interaction

A Prey-Predator Model with an Alternative Food for the Predator, Harvesting of Both the Species and with A Gestation Period for Interaction Int. J. Opn Problms Compt. Math., Vol., o., Jun 008 A Pry-Prdator Modl with an Altrnativ Food for th Prdator, Harvsting of Both th Spcis and with A Gstation Priod for Intraction K. L. arayan and. CH. P.

More information

Abstract Interpretation: concrete and abstract semantics

Abstract Interpretation: concrete and abstract semantics Abstract Intrprtation: concrt and abstract smantics Concrt smantics W considr a vry tiny languag that manags arithmtic oprations on intgrs valus. Th (concrt) smantics of th languags cab b dfind by th funzcion

More information

Case Study 4 PHA 5127 Aminoglycosides Answers provided by Jeffrey Stark Graduate Student

Case Study 4 PHA 5127 Aminoglycosides Answers provided by Jeffrey Stark Graduate Student Cas Stuy 4 PHA 527 Aminoglycosis Answrs provi by Jffry Stark Grauat Stunt Backgroun Gntamicin is us to trat a wi varity of infctions. Howvr, u to its toxicity, its us must b rstrict to th thrapy of lif-thratning

More information

A. Limits and Horizontal Asymptotes ( ) f x f x. f x. x "±# ( ).

A. Limits and Horizontal Asymptotes ( ) f x f x. f x. x ±# ( ). A. Limits and Horizontal Asymptots What you ar finding: You can b askd to find lim x "a H.A.) problm is asking you find lim x "# and lim x "$#. or lim x "±#. Typically, a horizontal asymptot algbraically,

More information

COMPUTER GENERATED HOLOGRAMS Optical Sciences 627 W.J. Dallas (Monday, April 04, 2005, 8:35 AM) PART I: CHAPTER TWO COMB MATH.

COMPUTER GENERATED HOLOGRAMS Optical Sciences 627 W.J. Dallas (Monday, April 04, 2005, 8:35 AM) PART I: CHAPTER TWO COMB MATH. C:\Dallas\0_Courss\03A_OpSci_67\0 Cgh_Book\0_athmaticalPrliminaris\0_0 Combath.doc of 8 COPUTER GENERATED HOLOGRAS Optical Scincs 67 W.J. Dallas (onday, April 04, 005, 8:35 A) PART I: CHAPTER TWO COB ATH

More information

Classical Magnetic Dipole

Classical Magnetic Dipole Lctur 18 1 Classical Magntic Dipol In gnral, a particl of mass m and charg q (not ncssarily a point charg), w hav q g L m whr g is calld th gyromagntic ratio, which accounts for th ffcts of non-point charg

More information

Deift/Zhou Steepest descent, Part I

Deift/Zhou Steepest descent, Part I Lctur 9 Dift/Zhou Stpst dscnt, Part I W now focus on th cas of orthogonal polynomials for th wight w(x) = NV (x), V (x) = t x2 2 + x4 4. Sinc th wight dpnds on th paramtr N N w will writ π n,n, a n,n,

More information

EEO 401 Digital Signal Processing Prof. Mark Fowler

EEO 401 Digital Signal Processing Prof. Mark Fowler EEO 401 Digital Signal Procssing Prof. Mark Fowlr Dtails of th ot St #19 Rading Assignmnt: Sct. 7.1.2, 7.1.3, & 7.2 of Proakis & Manolakis Dfinition of th So Givn signal data points x[n] for n = 0,, -1

More information

Examples and applications on SSSP and MST

Examples and applications on SSSP and MST Exampls an applications on SSSP an MST Dan (Doris) H & Junhao Gan ITEE Univrsity of Qunslan COMP3506/7505, Uni of Qunslan Exampls an applications on SSSP an MST Dijkstra s Algorithm Th algorithm solvs

More information

Math 34A. Final Review

Math 34A. Final Review Math A Final Rviw 1) Us th graph of y10 to find approimat valus: a) 50 0. b) y (0.65) solution for part a) first writ an quation: 50 0. now tak th logarithm of both sids: log() log(50 0. ) pand th right

More information

Calculus II (MAC )

Calculus II (MAC ) Calculus II (MAC232-2) Tst 2 (25/6/25) Nam (PRINT): Plas show your work. An answr with no work rcivs no crdit. You may us th back of a pag if you nd mor spac for a problm. You may not us any calculators.

More information

That is, we start with a general matrix: And end with a simpler matrix:

That is, we start with a general matrix: And end with a simpler matrix: DIAGON ALIZATION OF THE STR ESS TEN SOR INTRO DUCTIO N By th us of Cauchy s thorm w ar abl to rduc th numbr of strss componnts in th strss tnsor to only nin valus. An additional simplification of th strss

More information

10. EXTENDING TRACTABILITY

10. EXTENDING TRACTABILITY Coping with NP-compltnss 0. EXTENDING TRACTABILITY ining small vrtx covrs solving NP-har problms on trs circular arc covrings vrtx covr in bipartit graphs Q. Suppos I n to solv an NP-complt problm. What

More information

Online Supplement: Advance Selling in a Supply Chain under Uncertain Supply and Demand

Online Supplement: Advance Selling in a Supply Chain under Uncertain Supply and Demand Onlin Supplmnt Avanc Slling in a Supply Cain unr Uncrtain Supply an Dman. Proos o Analytical sults Proo o Lmma. Using a = minl 0 ; x g; w can rwrit () as ollows (x ; w ; x ; w ) = a +(m0 w )a +( +" x w

More information

Elements of Statistical Thermodynamics

Elements of Statistical Thermodynamics 24 Elmnts of Statistical Thrmodynamics Statistical thrmodynamics is a branch of knowldg that has its own postulats and tchniqus. W do not attmpt to giv hr vn an introduction to th fild. In this chaptr,

More information

Lecture 37 (Schrödinger Equation) Physics Spring 2018 Douglas Fields

Lecture 37 (Schrödinger Equation) Physics Spring 2018 Douglas Fields Lctur 37 (Schrödingr Equation) Physics 6-01 Spring 018 Douglas Filds Rducd Mass OK, so th Bohr modl of th atom givs nrgy lvls: E n 1 k m n 4 But, this has on problm it was dvlopd assuming th acclration

More information

Higher order derivatives

Higher order derivatives Robrto s Nots on Diffrntial Calculus Chaptr 4: Basic diffrntiation ruls Sction 7 Highr ordr drivativs What you nd to know alrady: Basic diffrntiation ruls. What you can larn hr: How to rpat th procss of

More information

Week 3: Connected Subgraphs

Week 3: Connected Subgraphs Wk 3: Connctd Subgraphs Sptmbr 19, 2016 1 Connctd Graphs Path, Distanc: A path from a vrtx x to a vrtx y in a graph G is rfrrd to an xy-path. Lt X, Y V (G). An (X, Y )-path is an xy-path with x X and y

More information

Limiting value of higher Mahler measure

Limiting value of higher Mahler measure Limiting valu of highr Mahlr masur Arunabha Biswas a, Chris Monico a, a Dpartmnt of Mathmatics & Statistics, Txas Tch Univrsity, Lubbock, TX 7949, USA Abstract W considr th k-highr Mahlr masur m k P )

More information

The Equitable Dominating Graph

The Equitable Dominating Graph Intrnational Journal of Enginring Rsarch and Tchnology. ISSN 0974-3154 Volum 8, Numbr 1 (015), pp. 35-4 Intrnational Rsarch Publication Hous http://www.irphous.com Th Equitabl Dominating Graph P.N. Vinay

More information

Appendix 2.3 General Solutions for the Step Response of Third- and Fourth-Order Systems (with some unpleasant surprises!)

Appendix 2.3 General Solutions for the Step Response of Third- and Fourth-Order Systems (with some unpleasant surprises!) P.Stariè, E.Margan Appnix 2. A2..1 A2..2 Contnts: Appnix 2. Gnral Solutions for th Stp Rspons of Thir- an Fourth-Orr Systms (with som unplasant surpriss!) Thr is no such thing as instant xprinc! ( Oppnhimr

More information

ECE602 Exam 1 April 5, You must show ALL of your work for full credit.

ECE602 Exam 1 April 5, You must show ALL of your work for full credit. ECE62 Exam April 5, 27 Nam: Solution Scor: / This xam is closd-book. You must show ALL of your work for full crdit. Plas rad th qustions carfully. Plas chck your answrs carfully. Calculators may NOT b

More information

Multiple Short Term Infusion Homework # 5 PHA 5127

Multiple Short Term Infusion Homework # 5 PHA 5127 Multipl Short rm Infusion Homwork # 5 PHA 527 A rug is aministr as a short trm infusion. h avrag pharmacokintic paramtrs for this rug ar: k 0.40 hr - V 28 L his rug follows a on-compartmnt boy mol. A 300

More information

NEW APPLICATIONS OF THE ABEL-LIOUVILLE FORMULA

NEW APPLICATIONS OF THE ABEL-LIOUVILLE FORMULA NE APPLICATIONS OF THE ABEL-LIOUVILLE FORMULA Mirca I CÎRNU Ph Dp o Mathmatics III Faculty o Applid Scincs Univrsity Polithnica o Bucharst Cirnumirca @yahoocom Abstract In a rcnt papr [] 5 th indinit intgrals

More information

PROBLEM SET Problem 1.

PROBLEM SET Problem 1. PROLEM SET 1 PROFESSOR PETER JOHNSTONE 1. Problm 1. 1.1. Th catgory Mat L. OK, I m not amiliar with th trminology o partially orr sts, so lt s go ovr that irst. Dinition 1.1. partial orr is a binary rlation

More information

Grade 12 (MCV4UE) AP Calculus Page 1 of 5 Derivative of a Function & Differentiability

Grade 12 (MCV4UE) AP Calculus Page 1 of 5 Derivative of a Function & Differentiability Gra (MCV4UE) AP Calculus Pag of 5 Drivativ of a Function & Diffrntiabilit Th Drivativ at a Point f ( a h) f ( a) Rcall, lim provis th slop of h0 h th tangnt to th graph f ( at th point a, f ( a), an th

More information

COUNTING TAMELY RAMIFIED EXTENSIONS OF LOCAL FIELDS UP TO ISOMORPHISM

COUNTING TAMELY RAMIFIED EXTENSIONS OF LOCAL FIELDS UP TO ISOMORPHISM COUNTING TAMELY RAMIFIED EXTENSIONS OF LOCAL FIELDS UP TO ISOMORPHISM Jim Brown Dpartmnt of Mathmatical Scincs, Clmson Univrsity, Clmson, SC 9634, USA jimlb@g.clmson.du Robrt Cass Dpartmnt of Mathmatics,

More information

Schematic of a mixed flow reactor (both advection and dispersion must be accounted for)

Schematic of a mixed flow reactor (both advection and dispersion must be accounted for) Cas stuy 6.1, R: Chapra an Canal, p. 769. Th quation scribin th concntration o any tracr in an lonat ractor is known as th avction-isprsion quation an may b writtn as: Schmatic o a mi low ractor (both

More information

Chapter Finding Small Vertex Covers. Extending the Limits of Tractability. Coping With NP-Completeness. Vertex Cover

Chapter Finding Small Vertex Covers. Extending the Limits of Tractability. Coping With NP-Completeness. Vertex Cover Coping With NP-Compltnss Chaptr 0 Extning th Limits o Tractability Q. Suppos I n to solv an NP-complt problm. What shoul I o? A. Thory says you'r unlikly to in poly-tim algorithm. Must sacriic on o thr

More information

Bifurcation Theory. , a stationary point, depends on the value of α. At certain values

Bifurcation Theory. , a stationary point, depends on the value of α. At certain values Dnamic Macroconomic Thor Prof. Thomas Lux Bifurcation Thor Bifurcation: qualitativ chang in th natur of th solution occurs if a paramtr passs through a critical point bifurcation or branch valu. Local

More information

1.2 Faraday s law A changing magnetic field induces an electric field. Their relation is given by:

1.2 Faraday s law A changing magnetic field induces an electric field. Their relation is given by: Elctromagntic Induction. Lorntz forc on moving charg Point charg moving at vlocity v, F qv B () For a sction of lctric currnt I in a thin wir dl is Idl, th forc is df Idl B () Elctromotiv forc f s any

More information

Indeterminate Forms and L Hôpital s Rule. Indeterminate Forms

Indeterminate Forms and L Hôpital s Rule. Indeterminate Forms SECTION 87 Intrminat Forms an L Hôpital s Rul 567 Sction 87 Intrminat Forms an L Hôpital s Rul Rcogniz its that prouc intrminat forms Apply L Hôpital s Rul to valuat a it Intrminat Forms Rcall from Chaptrs

More information

ABEL TYPE THEOREMS FOR THE WAVELET TRANSFORM THROUGH THE QUASIASYMPTOTIC BOUNDEDNESS

ABEL TYPE THEOREMS FOR THE WAVELET TRANSFORM THROUGH THE QUASIASYMPTOTIC BOUNDEDNESS Novi Sad J. Math. Vol. 45, No. 1, 2015, 201-206 ABEL TYPE THEOREMS FOR THE WAVELET TRANSFORM THROUGH THE QUASIASYMPTOTIC BOUNDEDNESS Mirjana Vuković 1 and Ivana Zubac 2 Ddicatd to Acadmician Bogoljub Stanković

More information

Linear-Phase FIR Transfer Functions. Functions. Functions. Functions. Functions. Functions. Let

Linear-Phase FIR Transfer Functions. Functions. Functions. Functions. Functions. Functions. Let It is impossibl to dsign an IIR transfr function with an xact linar-phas It is always possibl to dsign an FIR transfr function with an xact linar-phas rspons W now dvlop th forms of th linarphas FIR transfr

More information

Exercise 1. Sketch the graph of the following function. (x 2

Exercise 1. Sketch the graph of the following function. (x 2 Writtn tst: Fbruary 9th, 06 Exrcis. Sktch th graph of th following function fx = x + x, spcifying: domain, possibl asymptots, monotonicity, continuity, local and global maxima or minima, and non-drivability

More information

Properties of Phase Space Wavefunctions and Eigenvalue Equation of Momentum Dispersion Operator

Properties of Phase Space Wavefunctions and Eigenvalue Equation of Momentum Dispersion Operator Proprtis of Phas Spac Wavfunctions and Eignvalu Equation of Momntum Disprsion Oprator Ravo Tokiniaina Ranaivoson 1, Raolina Andriambololona 2, Hanitriarivo Rakotoson 3 raolinasp@yahoo.fr 1 ;jacqulinraolina@hotmail.com

More information

(Upside-Down o Direct Rotation) β - Numbers

(Upside-Down o Direct Rotation) β - Numbers Amrican Journal of Mathmatics and Statistics 014, 4(): 58-64 DOI: 10593/jajms0140400 (Upsid-Down o Dirct Rotation) β - Numbrs Ammar Sddiq Mahmood 1, Shukriyah Sabir Ali,* 1 Dpartmnt of Mathmatics, Collg

More information

2008 AP Calculus BC Multiple Choice Exam

2008 AP Calculus BC Multiple Choice Exam 008 AP Multipl Choic Eam Nam 008 AP Calculus BC Multipl Choic Eam Sction No Calculator Activ AP Calculus 008 BC Multipl Choic. At tim t 0, a particl moving in th -plan is th acclration vctor of th particl

More information

Computing and Communications -- Network Coding

Computing and Communications -- Network Coding 89 90 98 00 Computing and Communications -- Ntwork Coding Dr. Zhiyong Chn Institut of Wirlss Communications Tchnology Shanghai Jiao Tong Univrsity China Lctur 5- Nov. 05 0 Classical Information Thory Sourc

More information

Lecture 28 Title: Diatomic Molecule : Vibrational and Rotational spectra

Lecture 28 Title: Diatomic Molecule : Vibrational and Rotational spectra Lctur 8 Titl: Diatomic Molcul : Vibrational and otational spctra Pag- In this lctur w will undrstand th molcular vibrational and rotational spctra of diatomic molcul W will start with th Hamiltonian for

More information

perm4 A cnt 0 for for if A i 1 A i cnt cnt 1 cnt i j. j k. k l. i k. j l. i l

perm4 A cnt 0 for for if A i 1 A i cnt cnt 1 cnt i j. j k. k l. i k. j l. i l h 4D, 4th Rank, Antisytric nsor and th 4D Equivalnt to th Cross Product or Mor Fun with nsors!!! Richard R Shiffan Digital Graphics Assoc 8 Dunkirk Av LA, Ca 95 rrs@isidu his docunt dscribs th four dinsional

More information

Lie Groups HW7. Wang Shuai. November 2015

Lie Groups HW7. Wang Shuai. November 2015 Li roups HW7 Wang Shuai Novmbr 015 1 Lt (π, V b a complx rprsntation of a compact group, show that V has an invariant non-dgnratd Hrmitian form. For any givn Hrmitian form on V, (for xampl (u, v = i u

More information

1 Minimum Cut Problem

1 Minimum Cut Problem CS 6 Lctur 6 Min Cut and argr s Algorithm Scribs: Png Hui How (05), Virginia Dat: May 4, 06 Minimum Cut Problm Today, w introduc th minimum cut problm. This problm has many motivations, on of which coms

More information

ON THE NUMBER OF RATIONAL POINTS ON CURVES OVER FINITE FIELDS WITH MANY AUTOMORPHISMS

ON THE NUMBER OF RATIONAL POINTS ON CURVES OVER FINITE FIELDS WITH MANY AUTOMORPHISMS ON THE NUMBER OF RATIONAL POINTS ON CURVES OVER FINITE FIELDS WITH MANY AUTOMORPHISMS ANTONIO ROJAS-LEÓN Abstract. Using Wil scnt, w giv bouns for th numbr of rational points on two familis of curvs ovr

More information

surface of a dielectric-metal interface. It is commonly used today for discovering the ways in

surface of a dielectric-metal interface. It is commonly used today for discovering the ways in Surfac plasmon rsonanc is snsitiv mchanism for obsrving slight changs nar th surfac of a dilctric-mtal intrfac. It is commonl usd toda for discovring th was in which protins intract with thir nvironmnt,

More information

There is an arbitrary overall complex phase that could be added to A, but since this makes no difference we set it to zero and choose A real.

There is an arbitrary overall complex phase that could be added to A, but since this makes no difference we set it to zero and choose A real. Midtrm #, Physics 37A, Spring 07. Writ your rsponss blow or on xtra pags. Show your work, and tak car to xplain what you ar doing; partial crdit will b givn for incomplt answrs that dmonstrat som concptual

More information

Exam 1. It is important that you clearly show your work and mark the final answer clearly, closed book, closed notes, no calculator.

Exam 1. It is important that you clearly show your work and mark the final answer clearly, closed book, closed notes, no calculator. Exam N a m : _ S O L U T I O N P U I D : I n s t r u c t i o n s : It is important that you clarly show your work and mark th final answr clarly, closd book, closd nots, no calculator. T i m : h o u r

More information

BSc Engineering Sciences A. Y. 2017/18 Written exam of the course Mathematical Analysis 2 August 30, x n, ) n 2

BSc Engineering Sciences A. Y. 2017/18 Written exam of the course Mathematical Analysis 2 August 30, x n, ) n 2 BSc Enginring Scincs A. Y. 27/8 Writtn xam of th cours Mathmatical Analysis 2 August, 28. Givn th powr sris + n + n 2 x n, n n dtrmin its radius of convrgnc r, and study th convrgnc for x ±r. By th root

More information

COHORT MBA. Exponential function. MATH review (part2) by Lucian Mitroiu. The LOG and EXP functions. Properties: e e. lim.

COHORT MBA. Exponential function. MATH review (part2) by Lucian Mitroiu. The LOG and EXP functions. Properties: e e. lim. MTH rviw part b Lucian Mitroiu Th LOG and EXP functions Th ponntial function p : R, dfind as Proprtis: lim > lim p Eponntial function Y 8 6 - -8-6 - - X Th natural logarithm function ln in US- log: function

More information