Page - 161 - in Differential Geometrical Theory of Statistics
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Entropy2016,18, 433
Ouraimis toevaluateξofE∗∗∗∗(f)atξ∈A⊗q+2.Here
ξ=X1⊗ ...⊗Xq+2.
Tocalculate [E∗∗∗∗(f)](ξ)wetake intoaccountbothSTEP1andSTEP2. Thenweobtain
[E∗∗∗∗(f)](ξ)= ∑
[i<j<q+2;1≤k≤q+2] [E∗∗∗∗[ijk] (f)](ξ).
At therightsidemember
[E∗∗∗∗[ijk] (f)](ξ)=(−1)i+j[KV(Xi,Xj, f(X1⊗ ...Xˆi⊗ ..Xˆj⊗ ...Xk⊗ ...⊗Xq+2))
+KV(Xi, f(X1⊗ ...Xˆi...Xˆj⊗ ...⊗Xq+1⊗Xj),Xq+2)
+KV(Xj, f(X1⊗ ...Xˆi...Xˆj⊗ ...⊗Xq+1⊗Xi),Xq+2)
+ω(f)(ω(f)+1)f(X1⊗ ...Xˆi...Xˆj⊗ ...⊗KV(Xi,Xj,Xk)⊗ ...⊗Xq+2)].
Step4.
Weare inpositionto faceCH(D).
Definition 17. Let f ∈Hom(A⊗q,W) and ξ =X1⊗ ...⊗Xq+1 ∈A⊗q+1. We take into account Step 1,
Step2andStep3. Therefore,wedefine the linearmap
Hom(A⊗q,W) f→∂f ∈Hom(A⊗q+1,W)
byputting
[∂f](ξ)= ∑
1≤i<j≤q+1 S[i,j](f)(ξ)
Thefollowing lemmaisastraightforwardconsequenceof themachinery inSTEP3.
Lemma2.
∂2 f(ξ)= ∑
[i<j<q+2];1≤k≤q+2
[E∗∗∗∗[ijk] (f)](ξ)
Lemma2tellsus that∂2 f(ξ)depends linearlyonthevaluesof theKVanomalyfunctions.
ThechallengeCH(D) iswoninthecategoryofKValgebrasandtheir two-sidedKVmodules.
We replace the category ofKValgebras and their two-sidedmodules by the category ofKV
algebroidsandtheirbi-modules. ThenwewinthegeometryversionofCH(D.
We use Lemma 2 for introducing a theory of KV homology of KV algebras and their
two-sidedmodules.
3.3.3. TheKVCohomology
LetWbeatwosidedKVmoduleofaKValgebraA.Weconsider thegradedvectorspace
CKV=⊕qCqKV.
The homogeneous subspaces are definedby CqKV = 0 if q is a negative integer, C0KV = J(W),
CqKV=Hom(A⊗q,W) ifq isapositive integer.
Wedefinethe linearmap
CqKV f→∂KVf ∈Cq+1KV
161
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