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Entropy2016,18, 433 Ci,j=Ciτ(A∗,A∗)⊗CjKV(A,R). Werecall thatC∗(A,R)stands forC∗(A,C∞(M)). Foreverynonnegative integerqweset Cq=ÎŁi+j=qCi,j. WedeïŹnes the linearmap ÎŽi,j :Ci,j→Ci+1,j⊕Ci,j+1 by ÎŽi,j= Ύτ⊗1+(−1)i⊗Ύτ. Soweobtaina linearmap Cq→Cq+1 Therefore,weconsider thebi-gradeddifferentialvectorspace C :=(C∗∗,ή∗∗). That isabi-gradedcochaincomplexwhoseqthcohomology isdenotedbyHq(C). Thecohomology inherits thebi-grading Hq(C)= ∑ [i+j=q] Hi,j(C). Here Hi,j(C)= Ci,j∩ [Ziτ(A∗,A∗)⊗Zjτ(A,R)] im(ÎŽi−1,j)+ im(ÎŽi, j−1) In thenextsubsubsectionweshalldiscuss the impactsof thiscohomology. Remark2. Thepair (C∗∗,ή∗∗)generates a spectral sequence [34]. That spectral sequence is auseful tool for simultaneously computing both theKVcohomology and the total KV cohomology ofKValgebroids. Those matters arenot thepurposeof thispaper. 5.1.3. TheHomologicalNatureofGaugeHomomorphisms GivingaduallyïŹ‚atpair (M,g,D,D∗)oneconsiders the linearmap C1,0τ (A∗,A∗) ψ→ψ⊗qψ∈C1,2. Here thesymmetric2-formqψ isdeïŹnedby qψ(X,Y)= 1 2 [g(ψ(X),Y)+g(X,ψ(Y))]. To relate the bi-complex (C∗∗,ή∗∗) and the space of gauge homomorphisms we use the followingstatement. Theorem9. Givenagaugemorphism ψ :TM→TM the followingstatementsare equivalent (1) ψ∈M(D,D∗), (2) ÎŽ1,2(ψ⊗qψ)=0 179
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Differential Geometrical Theory of Statistics
Titel
Differential Geometrical Theory of Statistics
Autoren
Frédéric Barbaresco
Frank Nielsen
Herausgeber
MDPI
Ort
Basel
Datum
2017
Sprache
englisch
Lizenz
CC BY-NC-ND 4.0
ISBN
978-3-03842-425-3
Abmessungen
17.0 x 24.4 cm
Seiten
476
Schlagwörter
Entropy, Coding Theory, Maximum entropy, Information geometry, Computational Information Geometry, Hessian Geometry, Divergence Geometry, Information topology, Cohomology, Shape Space, Statistical physics, Thermodynamics
Kategorien
Naturwissenschaften Physik
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Differential Geometrical Theory of Statistics