Page - 169 - in Differential Geometrical Theory of Statistics
Image of the Page - 169 -
Text of the Page - 169 -
Entropy2016,18, 433
Wehavepointedout thatcriterions fordecidingwhetherasmoothmanifoldadmitsRiemannian
foliations (respectivelysymplectic foliations )aremissing.Ourpurpose is toaddress thisexistence
problem in the category SLC whose objects are symmetric gauge structures. Such an object is
a pair (M,ā) whereā is a torsion free Koszul connection in M. The category of locally ļ¬at
structureLF isasubcategoryofSLC. The theoryofKVhomologyisuseful fordiscussinggeodesic
Riemannianfoliations in thecategoryLF. Ina locallyļ¬atmanifold (M,D)wehavebeendealingwith
thedecomposition
H2Ļ(A,R)=H2dR(M)āSD2 (M).
HereA is theKValgebraof (M,D).
Letb2(M)be thesecondBettinumberofM.Wedeļ¬nethenumericalgeometric invariant r(D)by
r(D)=dim(H2Ļ(A,R))āb2(M).
Formally r(D) is thecodimensionofH2dR(M)āH2Ļ(A,R),viz
r(D)=dim( H2Ļ(A,R)
H2dR(M) ).
Weconsider theexact sequences
OāH2dR(M)āH2Ļ(A,R)āSA2 (M)ā0
and
āH2Ļ,e(A,R)āH2Ļ(A,R)āH2Ļ,res(A,R)āH3Ļ,e(R,R)ā
Fromthoseexact sequences,onededuces theequality
H2Ļ(A,R)
H2dR(M) = H2Ļ,e(A,R)
H2dR(M) .
Thus r(D) is formally thedimensionofSA2 (M).
Thepresentapproach leads to the followingstatement
Proposition1. If r(D)>0 thenMadmitsnontrivialD-geodesicRiemannian foliations.
Proof. LetBbeanonzeroelementofSA2 (M)andletDbethekernelofB.
(1)Suppose that
0< rank(D)<dim(M)
Therefore, (M,B) isaD-geodesicRiemannianfoliation.
(2)Suppose that
rank(D)=O.
Then (M,B) isaRiemannianmanifoldtheLevi-Civitaconnectionofwhich isD. Therefore, the
propositionholds.
Beforeproceedingwedeļ¬nethreenumerical invariants
r(M)=max{r(D)|DāLC(M)} ,
s(M,A)=max {
rank(B)|BāSA2 (M) }
,
s(M)=max{s(M,A)|DāLF(M)} .
169
Differential Geometrical Theory of Statistics
- Title
- Differential Geometrical Theory of Statistics
- Authors
- FrƩdƩric 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