Seite - 157 - in Differential Geometrical Theory of Statistics
Bild der Seite - 157 -
Text der Seite - 157 -
Entropy2016,18, 433
We recall that for everypositive integer q> 0 thevector spaceCq(B,V) is a leftmoduleofB.
The leftactionof sâB isdeïŹnedby
(s · f)(Ο)= s · f(Ο)â f(s ·Ο).
DeïŹnition15. Acochain f âCq(B,V) is calleda left invariant cochain if
s · f=0 âsâB âs.
Astraightforwardconsequenceof thisdeïŹnition is that a left invariant cochain is a cocycleof
bothCâKV andCâÏ.Thevector subspaceof left invariantq-cochainsofB isdenotedbyHqe(B,V). It is
easy tosee that
ZqÏ(B,V)â©ZqKV(B,V)=Hqe(B,V),
ZqÏ(A,V)â©ZqKV(A,V)=Hqe(A,V).
DeïŹnition 16. AKVcochain of degree qwhose coboundary is left invariant invariant is called a residual
KVcocycles.
(1) Thevector subspaceof residualKVcocycles ofdegreeq isdenotedbyZqKVres.
(2) ThevectorsubspaceofresidualcoboundariesofdegreeqisdefinedbyBqKVres=H q
e(B,V)+dKV(Cqâ1KV (B,V)).
TheresidualKVcohomologyspaceofdegreeq is thequotientvector space.
(3) HqKVres(B,V)= ZqKVres
BqKVres .
(4) By replacing the KV complex by the total KV complex one deïŹnes the vector space of residual total
cocyclesZqÏres and the space of residual total coboundariesB q
Ïres. Thereforeweget the residual totalKV
cohomologyspace
HqÏres(A,V)= Z q
Ïres
BqÏ,res
The deïŹnitions above lead to the cohomological exact sequences which is similar to those
constructedbyEilenbergmachinery [35].Wearegoingtopayaspecialattentionto twocohomology
exact sequences.
(1)Atoneside theoperatordKV yieldsacanonical linearmap
HqKVres(B,V)âHq+1e (B,V).
(2)AtanothersideeveryKVcocycle isaresidualcocycleandeveryKVcoboundary isaresidual
coboundaryaswell. Thenonehasacanonical linearmap
HqKV(B,V)âHqKVres(A,V).
Thosecanonical linearmappingsyield the followingexact sequences
âHqâ1KVres(B,V)âHqe(B,V)âHqKV(B,V)âHqKVres(B,V)â
âHqâ1Ïres(B,V)âHqe(B,V)âHqÏ(B,V)âHqÏres(B,V)â
157
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