A new discrete calculus of variations and its applications in statistical physics
Q. H. Liu

TL;DR
This paper develops a new formalism for discrete calculus of variations that accurately derives statistical physics distributions like Bose, Fermi, and Boltzmann without the need for infinite particle limits.
Contribution
It introduces a formalism that distinguishes true solutions in discrete calculus of variations by analyzing second order variations, improving upon previous methods.
Findings
Derives exact distributions for Boltzmann, Bose, and Fermi systems.
Provides a formalism that does not require infinite particle numbers.
Illustrates the approach with the derivation of the Bose distribution.
Abstract
For a discrete function on a discrete set, the finite difference can be either forward and backward. However, we observe that if is a sum of two functions defined on the discrete set, the first order difference of is equivocal for we may have where and denotes the forward and backward difference respectively. Thus, the first order variation equation for this function gives many solutions which include both true and false one. A proper formalism of the discrete calculus of variations is proposed to single out the true one by examination of the second order variations, and is capable of yielding the exact form of the distributions for…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
Topicsadvanced mathematical theories · Mathematical Biology Tumor Growth · Statistical Mechanics and Entropy
