Sample Catalogs Matrices and Diagrams
Application Interaction matrix. •. Application. Communication diagram. •. Application and User. Location diagram. •. Application Use-Case diagram.
Interaction matrix selection in spatial autoregressive models with an
25.11.2018 An application of the testing procedure is presented for the Schumpeterian growth model with world- wide interactions developed by Ertur and ...
Construction of regional multi-hazard interaction frameworks with
14.01.2020 late a regional interaction framework (matrix form) identi- ... describe their application to multi-hazard disaster risk reduc-.
Sample Catalogs Matrices and Diagrams
07.04.2011 Application Interaction matrix. •. Application Communication diagram. •. Application and User Location diagram. •. System Use-Case diagram.
Interaction matrix selection in spatial econometrics with an
30.11.2020 An application of the testing procedure is presented for the Schumpeterian growth model with world- wide interactions developed by Ertur and ...
PERANCANGAN ENTERPRISE ARCHITECTURE PADA FUNGSI
Application interaction matrix bertujuan untuk menggambarkan hubungan antar komponen aplikasi physical. Application/function matrix berfungsi untuk
AUTOSAR Layered Software Architecture
28.11.2006 Application scope of AUTOSAR. AUTOSAR is dedicated for Automotive ECUs. Such ECUs have the following properties: ? strong interaction with ...
Uncertainty in Diffusion of Competing Technologies and Application
rameters will be the interaction matrix elements ij ? and the problem specific symmetry can be a symmetric competition ij.
Testing the Rank of a Matrix With Applications to the Analysis of
In the two-factor application M is the a x b matrix of interaction parameters eling of the interaction matrix in two-way analysis of variance. (ANOVA).
Exact solution of the quartic matrix model and application to 4D
partition function Z[J] = ? D? exp(?S[?] + V tr(?J)). Raimar Wulkenhaar (Münster). Exact solution of the quartic matrix model and application to 4D NCQFT
Exact solution of the quartic matrix model
and application to 4D noncommutative QFTRaimar Wulkenhaar
Mathematisches Institut, Westf
¨alische Wilhelms-Universit¨at M¨unster
joint work with Harald Grosse (Vienna) (based on arXiv:1205.0465v4, arXiv: 1306.2816)Raimar Wulkenhaar (M¨unster)Exact solution of the quartic matrix model and application to 4D NCQFT
IntroductionSolution of quartic matrix modelMoyalφ44-theory in batrix basisPosition spaceOutlookAppendix
Matrix models
12D quantum gravityis theenumeration of random
triangulations of surfaces.Its asymptotic behaviour is captured by thematrix
model partition function Z=? dMexp? -N? nt ntr(Mn)? ,M=M??MN(C) ForN → ∞, this series in(tn)is evaluated in terms of theτ-function for theKorteweg-de Vries (KdV) hierarchy.
22D topological quantum gravityhas correlation functions
which are intersection numbers of complex curves. They can be arranged into a generating functional with series parameters(tn). [Witten, 1990] conjectured that both(tn)-series are the same.Raimar Wulkenhaar (M¨unster)Exact solution of the quartic matrix model and application to 4D NCQFT
IntroductionSolution of quartic matrix modelMoyalφ44-theory in batrix basisPosition spaceOutlookAppendix
The Kontsevich model
[Kontsevich, 1992] computed the intersection numbers in terms of weighted sums over ribbon graphs. He proved these graphs to be generated from theAiry function matrix model (Kontsevich model)Z[E] =?
dMexp?-12tr(EM2) +i6tr(M3)??
dMexp?-12tr(EM2)?
,M=M??MN(C) forE=E?>0 andtn= (2n-1)!!tr(E-(2n-1)). LimitN → ∞ofZ[E]gives the KdV evolution equation, thus proving Witten's conjecture.Raimar Wulkenhaar (M¨unster)Exact solution of the quartic matrix model and application to 4D NCQFT
IntroductionSolution of quartic matrix modelMoyalφ44-theory in batrix basisPosition spaceOutlookAppendix
A matrix model inspired by noncommutative QFT
The simplestQFT on a 4D noncommutative manifoldcan be written as a matrix modelZ[E,J,λ] =?
dMexp?-tr(EM2) +tr(JM)-λ4tr(M4)??
dMexp?-tr(EM2)-λ4tr(M4)?
whereE=E??MN(C)is the 4D Laplacian,λ≥0 andJ?MN(C)generates correlation functions.
In joint work withHarald Grosse[arXiv:1205.0465v4] we achieved the exact solution ofZ[E,J,λ]forN → ∞and after renormalisation ofE,λSchwinger functionsdescribe acommutative 4D QFT
[arXiv:1306.2816]. "Particles" interact without momentum transfer. There are non-trivial topological sectors.Raimar Wulkenhaar (M¨unster)Exact solution of the quartic matrix model and application to 4D NCQFT
IntroductionSolution of quartic matrix modelMoyalφ44-theory in batrix basisPosition spaceOutlookAppendix
Field-theoretical matrix models
classical scalar fieldφ? C0(Rd)? B(H), withm2? R ddxφ2(x) translates totr(φ2)<∞, i.e.nc scalar field isHilbert-Schmidt compact operator
on Hilbert spaceH=L2(I,μ) realise as integral kernel operators:M= (Mab)?L2(I×I,μ×μ) product:(MN)ab=?Idμ(c)MacMcb
trace:tr(M) =?Idμ(a)Maa
adjoint:(M?)ab=Mba action= non-linear functionalSforφ=φ?in volumeV:S[φ] =Vtr(Eφ2+P[φ])
E- unbounded positive selfadjoint op. with compact resolvent, P[φ]- polynomial inφwith scalar coefficients partition functionZ[J] =?Dφexp(-S[φ] +Vtr(φJ))
Raimar Wulkenhaar (M¨unster)Exact solution of the quartic matrix model and application to 4D NCQFT
IntroductionSolution of quartic matrix modelMoyalφ44-theory in batrix basisPosition spaceOutlookAppendix
Topological expansion
Connected Feynman graphs in matrix models areribbon graphs Viewed as simplicial complexes, they encode thetopology (B,g) of agenus-gRiemann surface withBboundary components (or punctures, marked points, holes, faces).Thekthboundary component carries acycle
JNkp1...pNk:=?Nkj=1Jpjpj+1
ofNkexternal sources,Nk+1≡1. ExpandlogZ[J] =?1SV2-BG|p1...pN1|...|q1...qNB|JN1p1...pN1···JNBq1...qNB according to the cycle structure.Raimar Wulkenhaar (M¨unster)Exact solution of the quartic matrix model and application to 4D NCQFT
IntroductionSolution of quartic matrix modelMoyalφ44-theory in batrix basisPosition spaceOutlookAppendix
Ward identity
Unitary transformationφ?→UφU?leads toWard identity 0=? DφEφφ-φφE-Jφ+φJ?
exp(-S[φ] +Vtr(φJ)) that describes howE,Jbreak the invarianceof the action. ...chooseE(but notJ) diagonal, useφab=∂V∂Jba:
Proposition [Disertori-Gurau-Magnen-Rivasseau, 2006] The partition functionZ[J]of the matrix model defined by the external matrixEsatisfies the|I| × |I|Ward identities 0=? n?I? (Ea-Ep)V∂ ForEof compact resolvent we can always assume that m?→Em>0 is injective!Raimar Wulkenhaar (M¨unster)Exact solution of the quartic matrix model and application to 4D NCQFT
IntroductionSolution of quartic matrix modelMoyalφ44-theory in batrix basisPosition spaceOutlookAppendix
We turn the Ward identity forEinjective into formula for? n?I∂2Z[J] ∂Jan∂Jnp. TheJ-cycle structure in logZcreates singular contributions≂δap regular contributionspresent for alla,pTheorem (Ward identity for injectiveE)
n?I∂ 2Z[J] ∂Jan∂Jnp=δap?V? (K)JP1···JPK
SK? n?IG |an|P1|...|PK|+G|a|a|P1|...|PK| r≥1? q1....qr?IG
|q1aq1...qr|P1|...|PK|Jrq1...qr?
V2? (K),(K?)JP1···JPKJQ1···JQK?
SKSK?G|a|P1|...|PK|G|a|Q1|...|QK?|?
Z[J] +VEp-Ea?
n?I? JRaimar Wulkenhaar (M¨unster)Exact solution of the quartic matrix model and application to 4D NCQFT
IntroductionSolution of quartic matrix modelMoyalφ44-theory in batrix basisPosition spaceOutlookAppendix
How to use the Ward identity
WriteS=V2?
a,b(Ea+Eb)φabφba+VSint[φ]. Functional integration yields, up to irrelevant constant,Z[J] =e-VSint[∂V∂J]eV2?J,J?E,?J,J?E:=?
m,n?IJ mnJnmEm+EnExample:G|ab|(fora?=b)
G |ab|=1VZ[0]∂
2Z[J]∂Jba∂Jab???
J=0 1VZ[0]?
∂Jbae-VSint?∂V∂J?∂ ∂JabeV2?J,J?E? J=0 1Ea+Eb+1(Ea+Eb)Z[0]??φab∂(-VSint)
∂φabV∂J??
Z[J]???J=0
∂(-VSint) ∂φabcontains, for anyP[φ], the derivative? n∂2∂Jan∂JnpRaimar Wulkenhaar (M¨unster)Exact solution of the quartic matrix model and application to 4D NCQFT
IntroductionSolution of quartic matrix modelMoyalφ44-theory in batrix basisPosition spaceOutlookAppendix
Schwinger-Dyson equations (forSint[φ] =λ4tr(φ4)) The previous formula lets the usually infinite tower ofSchwinger-Dyson equations collapse:
after genus expansionG...=?∞g=0V-2gG(g)...:1. Aclosed non-linear equation forG(0)
ab(planar+regular): G(0) |ab|=1Ea+Eb-λV(Ea+Eb)? p?I? G(0) |ab|G(0) |ap|-G(0) |pb|-G(0) |ab|Ep-Ea?2. Forevery otherG(g)
a1...aNan equation which only depends on
G(g) G(h) this dependence is linear in the top degree(N,g)SomeG...need renormalisationofE,M, andλ!
Raimar Wulkenhaar (M¨unster)Exact solution of the quartic matrix model and application to 4D NCQFT
IntroductionSolution of quartic matrix modelMoyalφ44-theory in batrix basisPosition spaceOutlookAppendix
Exact solution forφ=φ?
Realityimplies invariance under orientation reversal empty forG|ab| cancellations in(Ea+Eb1)Gab1b2...bN-1-(Ea+EbN-1)GabN-1...b2b1Theorem (universal algebraic recursion formula)
G|b0b1...bN-1|
= (-λ)N-2 2? l=1G (Eb0-Eb2l)(Eb1-EbN-1) V N-1? k=1G (Eb0-Ebk)(Eb1-EbN-1) Last line increases the genus and is absent inG(0) |b0b1...bN-1|Raimar Wulkenhaar (M¨unster)Exact solution of the quartic matrix model and application to 4D NCQFT
IntroductionSolution of quartic matrix modelMoyalφ44-theory in batrix basisPosition spaceOutlookAppendix
Further observations
Non-planar contributions with genusg≥1 are suppressed byV-2g. In limitV→ ∞, full function and its restriction to planar sector satisfy the same equations.Thenon-linearequation
G (0) |ab|=1Ea+Eb-λV(Ea+Eb)?
p?I? G(0) |ab|G(0) |ap|-G(0) |pb|-G(0) |ab|Ep-Ea? is not algebraic and to be solved case by casefor givenE. Divergent index sumscan possibly be renormalised by Pattern extends toB≥2 boundary components: Equation for (N1+...+...NB)-point functionsG|p11...p1N1|...|pB1...pBNB|is
1universally algebraic if oneNi≥3
The coefficients are known by induction.
Raimar Wulkenhaar (M¨unster)Exact solution of the quartic matrix model and application to 4D NCQFT
IntroductionSolution of quartic matrix modelMoyalφ44-theory in batrix basisPosition spaceOutlookAppendix
Renormalisation theorem
The renormalisation leaves algebraic equations invariant:Theorem
Given a real scalar matrix model withS=Vtr(Eφ2+λ4φ4)and m?→Eminjective, which determines the setG|p11...p1N1|...|pB1...pBNB|
of (N1+...+...NB)-point functions. E a?→Z(Ea+μ22-μ2bare2)andλ?→Z2λ.
Then all functions with one
Ni≥3
1are finitewithout further need of a renormalisation ofλ, i.e.
all renormalisable quartic matrix models have vanishingβ-function
2aregiven by algebraic recursion formulaein terms of
Raimar Wulkenhaar (M¨unster)Exact solution of the quartic matrix model and application to 4D NCQFT
IntroductionSolution of quartic matrix modelMoyalφ44-theory in batrix basisPosition spaceOutlookAppendix
Graphical realisation(B=1,g=0)
Gb0b1b2b3= (-λ)Gb0b1Gb2b3-Gb0b3Gb2b1(Eb0-Eb2)(Eb1-Eb3)=-λ? G b0...b5=λ2? b i bj=Gbibjleads tonon-crossing chord diagrams; these are counted by theCatalan numberCN
2=N!(N2+1)!N2!
b ibj=1Ebi-Ebjleads torooted treesconnecting theevenorodd vertices, intersecting the chords only at vertices Open Problem (Combinatorics):Which trees arise for a given chord diagram?Raimar Wulkenhaar (M¨unster)Exact solution of the quartic matrix model and application to 4D NCQFT
IntroductionSolution of quartic matrix modelMoyalφ44-theory in batrix basisPosition spaceOutlookAppendix
φ44on Moyal space with harmonic propagation
Moyal product(f?g)(x) =?
R d×Rddx dk(2π)df(x+12Θk)g(x+y)ei?k,y?S[φ]=64π2?
d (x) renormalisable as formal power seriesinλ[Grosse-W., 2004] (renormalisation ofμ2bare,λ,Z?R+andΩ?[0,1])
means: well-defined perturbativequantum field theoryLangmann-Szabo duality (2002): theories atΩandΩ?=1Ωare the same; self-dual caseΩ =1ismatrix model
β-function vanishes to all ordersinλforΩ =1 [Disertori-Gurau-Magnen-Rivasseau, 2006] means: almost scale-invariantIs the self-dual (critical) model integrable?
Raimar Wulkenhaar (M¨unster)Exact solution of the quartic matrix model and application to 4D NCQFT
IntroductionSolution of quartic matrix modelMoyalφ44-theory in batrix basisPosition spaceOutlookAppendix
Matrix basis and thermodynamic limit
Moyal algebra has matrix basis [Gracia-Bond´ıa+V´arilly, 1988]:φ(x)=?
m ,n?N2φ m nfmn(x),fmn(x) =fm1n1(x0,x1)fm2n2(x3,x4) fmn(y0,y1)=2(-1)m?m! n!? 2θy?
n-mLn-mm?2|y|2)θ? e-|y|2θ,y=y0+iy1
satisfies(fkl?fmn)(x) =δmlfkn(x),? R4dx fmn(x) = (2πθ)2δmn
previous action becomes forΩ =1S[φ] =V
m ,n?N2NEmφmnφnm+Z2λ
4? m,n,k,l?N2Nφ m nφnkφklφlmV=?θ4?
2is forΩ =1 thevolumeof the noncommutative
manifold which is sent to∞in the thermodynamic limit. We do this in ascaling limitN⎷V= Λ2μ2=constRaimar Wulkenhaar (M¨unster)Exact solution of the quartic matrix model and application to 4D NCQFT
IntroductionSolution of quartic matrix modelMoyalφ44-theory in batrix basisPosition spaceOutlookAppendix
Integral equations
Matrix indices become continuous|p|⎷V?→μ2pwithp?[0,Λ2]Normalised planar 2-point functionGab=μ2G(0)
|ab|,a,b?[0,Λ2] Difference of eqns forGabandGa0cancels worst divergence normalisation conditionsG00=1anddGab db??a=b=0=-(1+Y) Integral equation for H¨older-continuousGabandΛ→ ∞ ?b a+1+λπaHa?G0?
aGa0Dab-λπHa?Db?=-Ga0
whereDab:=ab(Gab-Ga0),Y=-λ?∞
0dppDp0
Hilbert transformHa[f()] :=1πlim?→0?
?a-? 0 a+?? f(q)dqq-aRaimar Wulkenhaar (M¨unster)Exact solution of the quartic matrix model and application to 4D NCQFT
IntroductionSolution of quartic matrix modelMoyalφ44-theory in batrix basisPosition spaceOutlookAppendix
The Carleman equation
Theorem [Carleman 1922, Tricomi 1957]
The singular linear integral equation
h(x)y(x)-λπHx[y] =f(x),x?[-1,1] is for h(x)continuous + H¨older near±1 andf?Lpsolved by y(x)=sin(?(x))λπ? f(x)cos(?(x)) +eHx[?]Hx? e-H[?]f()sin(?())?CeHx[?]
1-x ?(x) =arctan [0,π]?λπh(x)?
,sin(?(x)) =|λπ|?(h(x))2+ (λπ)2 whereCis an arbitrary constant.
Assumption:
C=0Raimar Wulkenhaar (M¨unster)Exact solution of the quartic matrix model and application to 4D NCQFT
IntroductionSolution of quartic matrix modelMoyalφ44-theory in batrix basisPosition spaceOutlookAppendix
Solution
angle?b(a) :=arctan[0,π]?λπab+1+λπaHa[G0]Ga0?
Ga0is solved for?0(a):Ga0=sin(?0(a))|λ|πaeHa[?0()]-H0[?0()]Addition theorems and Tricomi's identity
e-Ha[?b]cos(?b(a)) +Ha? e -H[?b]sin(?b()? =1give:Theorem
2Consequence:Gab≥0!
Y=λ?
2Raimar Wulkenhaar (M¨unster)Exact solution of the quartic matrix model and application to 4D NCQFT
IntroductionSolution of quartic matrix modelMoyalφ44-theory in batrix basisPosition spaceOutlookAppendix
The self-consistency equation
Given boundary valueGa0,
ab 2Λ 2 0 GabCarleman computesGab,
in particular G0b symmetry forcesGb0=G0bMaster equation
The theory is completely determined by the solution of thefixed point equationG=TGGb0=11+bexp?
b 0 dt?0dp(λπp)2+?t+1+λπpHp[G0]
Gρ0
?2?Raimar Wulkenhaar (M¨unster)Exact solution of the quartic matrix model and application to 4D NCQFT
IntroductionSolution of quartic matrix modelMoyalφ44-theory in batrix basisPosition spaceOutlookAppendix
Existence proof
The operatorTsatisfies assumptions ofSchauder fixed point theorem . DefineKλ:=?
1+b+Cλ?f(b)?
withCλfrom2λP2λ(1+Cλ)eCλPλ=1atPλ=exp(-1λπ2)⎷1+4λ. Then:1Kλconvex
2TKλ? Kλ
?TKλis relatively compact inKλby variant of Arzel´a-Ascoli4T:Kλ→ Kλis continuous
This provides exact solution ofφ4-QFT on 4D Moyal space atθ→∞quotesdbs_dbs14.pdfusesText_20[PDF] application ios pour apprendre le piano
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