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Entropy2016,18, 433
In Part B of this paper we will be addressing this fundamental problem. A reading of the
McCullaghpaperwouldbeuseful fordrawingacomparisonbetweenourapproachand[15,16,30].
4.TheKVTopologyofLocallyFlatManifolds
4.1. TheTotalCohomologyandRiemannianFoliations
InthissectionwefocusontheKValgebroidswhicharedefinedbystructuresof locallyflatmanifolds.
Tofacilitateacontinuousreadingof thispaperwerecall fundamentalnotionswhichareneeded.
DeïŹnition18. A locally ïŹatmanifold is a pair (M,D). HereD is a torsion freeKoszul connectionwhose
curvature tensorRDvanishes identically.
Thepair (M,D)deïŹnesaKoszul-Vinbergalgebroid
A=(TM,D,1)
Theanchormapis the identitymapofTM. Themultiplicationofsections isdeïŹnedbyD, viz
X ·Y=DXY
forallX,YâX(M).
TheKValgebraof (M,D) is thealgebra
A :=(X(M),D).
The cotangent bundle TâM is a left module of the KV algebroid (TM,D,1). For every
(X,Y,Ξ)âX(M)ĂX(M)ĂÎ(TâM) thedifferential1-formX ·Ξ isdeïŹnedby
[X ·Ξ](Y)= [d(Ξ(Y))](X)âΞ(X ·Y).
Intherighthandmemberof theequalityaboved(Ξ(Y)) is theexteriorderivativeof therealvalued
functionΞ(Y).
LetS2(TâM)bethevectorbundleofsymmetricbi-linear forms inM.
ThevectorspaceofsectionsofS2(TâM) isdenotedbyS2(M),viz
S2(M)=Î(S2(TâM)).
Thevector spaceS2(M) is a leftmoduleof theKValgebraA. The left actionofA inS2(M) is
deïŹnedby
(X ·g)(Y,Z)= [dg(Y,Z)](X)âg(X ·Y,Z)âg(Y,X ·Z).
Weput
Ω1(M)=Î(TâM).
TheTâM-valuedcohomologyof theKValgebroid (TM,D,1) isbut thecohomologyofAwith
coefïŹcients inΩ1(M). TheKVcohomologyandthe total cohomologyaredenotedby
HâKV(A,Ω1(M)),
HâÏ(A,Ω1(M)).
164
Differential Geometrical Theory of Statistics
- Title
- Differential Geometrical Theory of Statistics
- Authors
- Frédéric 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