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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.
Definition18. A locally flatmanifold is a pair (M,D). HereD is a torsion freeKoszul connectionwhose
curvature tensorRDvanishes identically.
Thepair (M,D)definesaKoszul-Vinbergalgebroid
A=(TM,D,1)
Theanchormapis the identitymapofTM. Themultiplicationofsections isdefinedbyD, viz
X ·Y=DXY
forallX,Y∈X(M).
TheKValgebraof (M,D) is thealgebra
A :=(X(M),D).
The cotangent bundle T∗M is a left module of the KV algebroid (TM,D,1). For every
(X,Y,θ)∈X(M)×X(M)×Γ(T∗M) thedifferential1-formX ·θ isdefinedby
[X ·θ](Y)= [d(θ(Y))](X)−θ(X ·Y).
Intherighthandmemberof theequalityaboved(θ(Y)) is theexteriorderivativeof therealvalued
functionθ(Y).
LetS2(T∗M)bethevectorbundleofsymmetricbi-linear forms inM.
ThevectorspaceofsectionsofS2(T∗M) isdenotedbyS2(M),viz
S2(M)=Γ(S2(T∗M)).
Thevector spaceS2(M) is a leftmoduleof theKValgebraA. The left actionofA inS2(M) is
definedby
(X ·g)(Y,Z)= [dg(Y,Z)](X)−g(X ·Y,Z)−g(Y,X ·Z).
Weput
Ω1(M)=Γ(T∗M).
TheT∗M-valuedcohomologyof theKValgebroid (TM,D,1) isbut thecohomologyofAwith
coefficients inΩ1(M). TheKVcohomologyandthe total cohomologyaredenotedby
H∗KV(A,Ω1(M)),
H∗τ(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