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Differential Geometrical Theory of Statistics
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Entropy2016,18, 370 still has ameaningwhen the restmassm of the particle is 0. In an orthonormal reference frame, theequationsofmotionof aparticlewhosemotion ismathematicallydescribedbyaHamiltonian systemwithHamiltonian H= cp= c √ p12+p22+p32 are ⎧âŽȘâŽȘ⎚âŽȘâŽȘ⎩ dxi dt = ∂H ∂pi = c pi p dpi dt =−∂H ∂xi =0, (1≀ i≀3) , which shows that theparticlemovesona straight line at thevelocityof light c. It seems therefore reasonable todescribeagasofNphotons inavesselofvolumeV at rest inan inertial reference frame byaHamiltoniansystem,with theHamiltonian H= c N ∑ i=1 ‖−→pi‖= c N ∑ i=1 √ pi12+pi22+pi32 . With thesamenotationsas thoseused in theprevioussection, thepartition functionPof thegas takes thevalue, foreachb>0, P(b)= ∫ D exp ( −bc N ∑ i=1 ‖−→pi‖ ) N ∏ i=1 (d−→xid−→pi)= ( 8πV c3b3 )N . Theprobabilitydensityof thecorrespondingGibbsstate,withrespect to theLiouvillemeasure λω=∏Ni=1(d −→xid−→pi), is ρb= N ∏ i=1 ( c3b3 8πV ) exp(−bc‖−→pi‖) . This formulaappears in thebooksbySynge[54]andSouriau[14]. Physicistsconsider itasnot adequate for thedescriptionofagasofphotonscontained inavesselat thermalequilibriumbecause thenumberofphotons in thevessel, at anygiven temperature, cannotbe imposed: it results from theprocessesofabsorptionandemissionofphotonsbythewallsof thevessel,heatedat the imposed temperature,whichspontaneouslyoccur. Inotherwords, thisnumber isastochastic functionwhose probability lawis imposedbyNature. Souriauproposes, inhisbook [14], away toaccount for the possible variation of the number of photons. Instead of using the phase space of the systemof N massless relativisticparticlescontainedinavessel,heuses themanifoldofmotionsMN of that system (which is symplectomorphic to itsphase space). Heconsiders that themanifoldofmotionsMofa systemofphotons in thevessel is thedisjointunion M= ⋃ N∈N MN , of all themanifolds ofmotions MN of a systemof N massless relativistic particles in the vessel, for all possible values of N ∈ N. Fo N = 0 the manifold M0 is reduced to a singleton with, asLiouvillemeasure, themeasurewhichtakes thevalue1ontheonlynonemptypartof thatmanifold (thewholemanifoldM0).Moreover, sinceanyphotoncannotbedistinguishedfromanyotherphoton, twomotionsof the systemwith the samenumberNofmasslessparticleswhichonlydifferby the labelling of these particlesmust be considered as identical. Souriau considers too that since the numberNofphotons freelyadjusts itself, thevalueof theparameterb= 1 kT must,at thermodynamic equilibrium,be thesameinallpartsMN of thesystem,N∈N.Heuses too the fact thataphotoncan havetwodifferentstatesof (circular)polarization.Withtheseassumptions thevalueatanybof the partitionfunctionof thesystemis 33
zurĂŒck zum  Buch Differential Geometrical Theory of Statistics"
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