Seite - 231 - in Differential Geometrical Theory of Statistics
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Entropy2016,18, 433
AtanothersideeveryââLF(M)givesrise to themap
Ri(M) gââgâLC(M)
which isdeïŹnedby
g(Y,âgXZ)=Xg(Y,Z)âg(âXY,Z).
IneveryRiemannianmanifold (M,g)wedeïŹnethe followingnumerical invariants
rb(M,g)= min
[ââLF(M)] {
dim(M)ârb(ââ) }
,
rB(M)= min
[gâRie(M)] {
rb(M,g) }
.
Inevery locallyïŹatmanifold (M,â)wedeïŹnethe followingnumerical invariant
rb(M,â)= min
[gâRie(M)] {
rb(âg) }
Thenumerical invariantswe justdeïŹnedhavenotable impacts.
AppendixA.1. TheAfïŹnelyFlatGeometry
TheoremA1. Ina smoothmanifoldMthe followingassertionsare equivalent
(1) rb(M)=0,
(2) themanifoldMadmits locallyïŹat structures.
AppendixA.2. TheHessianGeometry
TheoremA2 (Answeraholdquestionsof [65]). InaRiemannianmanifold (M,g) the followingassertions
are equivalent
(1) rb(M,g)=0,
(2) theRiemannianmanifold (M,g)admitsHessianstructures (M,g,â)
AComment.
Assertion (2)has the followingmeaning.
(i) (M,â) is a locallyïŹatmanifold.
(ii) everypointhasanopenneighborhoodUsupportingasystemofafïŹnecoordinate functions (x1,...,xm)anda
local smooth functionh(x1,...,xm) such that
g( â
âxi , â
âxj )= â2h
âxiâxj .
AppendixA.3. TheGeometryofKoszul
TheoremA3. In a locallyïŹatmanifold (M,â)whoseKValgebra is denotedbyA the followingassertions
are equivalent
(1) rb(M,â)=0,
(2) theKVcohomologyspaceH2KV(A,R) containsametric class [g],
(3) the locallyïŹatmanifold (M,â)admitsHessianstructures (M,â,g).
231
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