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Entropy2016,18, 433 Warning. Here algebrameans amultiplication a Ā·bwithout any rule of calculations. So the product a Ā·b Ā· c is meaningless. Throughout thispaper, the smoothmanifoldswedealwithare connectedandparacompact. Ina smooth manifoldMallgeometrical objectsweare interested inare smoothaswell. Thevector space of smoothvectorfields in amanifoldM isdenotedbyX(M). It is a leftmodule of the associative commutativealgebraCāˆž(M). Considera realvectorbundle E→M. Therealvector spaceof sectionsofE isdenotedbyĪ“(E). Definition3. Areal algebroidovera smoothmanifoldMisa realvectorbundlewhosevector spaceof sections is a real algebra. SothevectorspaceofsectionsofarealalgebroidE isendowedwithaR-bilinearmap Ī“(E)Ć—Ī“(E) (s,sāˆ—)→ s Ā·sāˆ— āˆˆĪ“(E) Tosimplify themultiplicationof twosections isdenoted s Ā·sāˆ—. Definition4. Atwo-sidedmoduleof analgebroidE is avectorbundle V→M whosevector spaceof sections is a two-sidedmoduleof thealgebraĪ“(E). Let sbesectionE andletvbeasectionofV. Both leftaction sonvandtherightactionof sonv aredenotedby s Ā·vandv Ā·s. Definition5. AnanchoredvectorbundleoverMisapair (E,b) formedbyarealvectorbundleE andavectorbundlehomomorphism E e→ b(e)∈TM. Thehomomorphismb is called theanchormap. 2.2.AnomalyFunctionsofAlgebroidsandofModules LetV beatwo-sidedmoduleofanalgebroid (E,b). Definition6. Ananomaly function of an algebroidE is a 3-linearmapAE ofĪ“(E)3 inĪ“(E)whose values AE(s1,s2,s3)belongto spanR[(siĀ·sj)Ā·sk,siĀ·(sjĀ·sk); i, j,k∈ [1,2,3]].Ananomaly functionofanE-moduleV is a3-linearmapAEV ofĪ“(E)2Ć—Ī“(V) inĪ“(V)whosevaluesAEV(s,sāˆ—,v)belongtospanR[(sĀ·sāˆ—)Ā·v,sĀ·(sāˆ—Ā·v)āˆ€s, sāˆ— āˆˆĪ“(E),āˆ€vāˆˆĪ“(V)]. In thispaperweare interestedinsomeanomalyfunctionswhichhavestronggeometrical impacts. Theyaredefinedbelow. 147
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Differential Geometrical Theory of Statistics
Title
Differential Geometrical Theory of Statistics
Authors
FrƩdƩric 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
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