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Entropy2016,18, 254 Combiningthis resultwith thegeometricversionof thefirstprincipleof thermodynamics: DivT=0, Div −→ N =0, , (18) In [7,8],Souriauclaimedthat the4-fluxofentropyisgivenby: −→ S =T −→ W+ζ −→ N , (19) andprovedit isdivergence free.Moreover thespecificentropy s isan integralof themotion[2]. Letus introducenowthe5-temperature −ˆ→ W representedbythe5-column: Wˆ= ( W ζ ) , (20) andthe tensor Tˆ representedbythe4×5matrix Tˆ= ( T N ) (21) whichallowsgatheringEquation(18) in themorecompact form Div Tˆ=0 andrepresenting(19) in themorecompact form: S= TˆWˆ , localexpressionof thecontractedproductof Tˆand ˆW: S= Tˆ · ˆW , (22) It is thecornerstoneequationofSouriau’s theory. In this form, it canbeseenasageometrization ofClausius’definitionof theentropyasstate functionofasystem: S=Q θ , (23) whereQ isa theamountofheatabsorbedinanisothermalprocess. Scalarquantitiesarereplacedby analogoustensorialones:S byits4-flux S,Qby Tˆandβ=1/θbyits5-flux ˆW. Replacing(19)by(22) isnotapurelyformalmanipulationbut it takesastrongmeaningwhenconsideringBargmann’sgroup B [15],acentralextensionofGalileo’sone[16], setof theaffinetransformationsdXˆ′ → dXˆ= PˆdXˆ′+Cˆ ofR5 suchthat. Pˆ= ⎛⎜⎝ 1 0 0u R 0 1 2 ‖u‖2 uTR 1 ⎞⎟⎠ . (24) TheB-tensorsarecalledBargmanniantensors. Fromthisviewpoint, the5-column(20) represents aBargmannianvector ˆW of transformation law: Wˆ= PˆWˆ′ , (25) and the 4×5matrix (21) represents a Bargmannian 1-covariant and 1-contravariant tensor Tˆ of transformation law: Tˆ=P Tˆ′ Pˆ−1 . 127
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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
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Differential Geometrical Theory of Statistics