Skip to main content Accessibility help
×
Hostname: page-component-77c89778f8-vsgnj Total loading time: 0 Render date: 2024-07-23T10:30:14.294Z Has data issue: false hasContentIssue false

7 - Classical statistical physics

Published online by Cambridge University Press:  03 February 2010

B. Roy Frieden
Affiliation:
University of Arizona
Get access

Summary

Goals

Classical statistical physics is usually stated in the non-relativistic limit, and so we restrict ourselves to this limit in the analyses to follow. However, as usual, we initiate the analysis on a covariant basis.

The overall aim of this chapter is to show that many classical distributions of statistical physics, defining both equilibrium and non-equilibrium scenarios, follow from a covariant EPI approach. Such equilibrium PDFs as the Boltzmann law on energy and the Maxwell–Boltzmann law on velocity will be derived. Non-equilibrium PDFs on velocity will also be found. Finally, some recently discovered inequalities linking entropy and Fisher information will be derived.

Covariant EPI problem

Physical scenario

Let a gas be composed of a large number M of identical molecules of mass m within a container. The temperature of the gas is kept at a constant value T. The molecules are randomly moving and mutually interacting through forces due to potentials. The particles randomly collide with themselves and the container walls. All such collisions are assumed to be perfectly elastic. The mean velocity of any particle over many samples is zero.

The overall goal is to find the probability laws governing the energy E and momentum μ fluctuations of an arbitrary particle of the gas, at an arbitrary time t. The value of t is not necessarily large, so the gas is not necessarily at equilibrium. Consequently we seek general non-equilibrium probability laws.

An alternative EPI approach to the one to be taken here is given in Chapter 13. It is called the “macroscopic approach” (of MFI in Sec. 1.8.8) and is briefly discussed in this paragraph.

Type
Chapter
Information
Science from Fisher Information
A Unification
, pp. 209 - 242
Publisher: Cambridge University Press
Print publication year: 2004

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

Save book to Kindle

To save this book to your Kindle, first ensure coreplatform@cambridge.org is added to your Approved Personal Document E-mail List under your Personal Document Settings on the Manage Your Content and Devices page of your Amazon account. Then enter the ‘name’ part of your Kindle email address below. Find out more about saving to your Kindle.

Note you can select to save to either the @free.kindle.com or @kindle.com variations. ‘@free.kindle.com’ emails are free but can only be saved to your device when it is connected to wi-fi. ‘@kindle.com’ emails can be delivered even when you are not connected to wi-fi, but note that service fees apply.

Find out more about the Kindle Personal Document Service.

Available formats
×

Save book to Dropbox

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Dropbox.

Available formats
×

Save book to Google Drive

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Google Drive.

Available formats
×