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Entropy2016,18, 433
Ci,j=CiĎ(Aâ,Aâ)âCjKV(A,R).
Werecall thatCâ(A,R)stands forCâ(A,Câ(M)).
Foreverynonnegative integerqweset
Cq=ÎŁi+j=qCi,j.
WedeďŹnes the linearmap
δi,j :Ci,jâCi+1,jâCi,j+1
by
δi,j= δĎâ1+(â1)iâδĎ.
Soweobtaina linearmap
CqâCq+1
Therefore,weconsider thebi-gradeddifferentialvectorspace
C :=(Cââ,δââ).
That isabi-gradedcochaincomplexwhoseqthcohomology isdenotedbyHq(C). Thecohomology
inherits thebi-grading
Hq(C)= â
[i+j=q] Hi,j(C).
Here
Hi,j(C)= Ci,j⊠[ZiĎ(Aâ,Aâ)âZjĎ(A,R)]
im(δiâ1,j)+ im(δi, jâ1)
In thenextsubsubsectionweshalldiscuss the impactsof thiscohomology.
Remark2. Thepair (Cââ,δââ)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
GivingaduallyďŹatpair (M,g,D,Dâ)oneconsiders the linearmap
C1,0Ď (Aâ,Aâ) ĎâĎâqĎâC1,2.
Here thesymmetric2-formqĎ isdeďŹnedby
qĎ(X,Y)= 1
2 [g(Ď(X),Y)+g(X,Ď(Y))].
To relate the bi-complex (Cââ,δââ) and the space of gauge homomorphisms we use the
followingstatement.
Theorem9. Givenagaugemorphism
Ď :TMâTM
the followingstatementsare equivalent
(1) ĎâM(D,Dâ),
(2) δ1,2(ĎâqĎ)=0
179
Differential Geometrical Theory of Statistics
- Title
- Differential Geometrical Theory of Statistics
- Authors
- FrĂŠdĂŠric Barbaresco
- Frank Nielsen
- Editor
- MDPI
- Location
- Basel
- Date
- 2017
- Language
- English
- License
- CC BY-NC-ND 4.0
- ISBN
- 978-3-03842-425-3
- Size
- 17.0 x 24.4 cm
- Pages
- 476
- Keywords
- Entropy, Coding Theory, Maximum entropy, Information geometry, Computational Information Geometry, Hessian Geometry, Divergence Geometry, Information topology, Cohomology, Shape Space, Statistical physics, Thermodynamics
- Categories
- Naturwissenschaften Physik