The Convexity Condition of Density-Functional Theory
Andrew C. Burgess, Edward Linscott, and David D. O'Regan

TL;DR
This paper proves the convexity of the total energy in density-functional theory under certain conditions, confirming a key assumption and providing criteria for approximate functionals, which impacts understanding of electronic properties.
Contribution
It establishes the convexity condition for DFT and reduced density matrix functional theory, confirming a fundamental assumption and offering criteria for approximate functionals.
Findings
Proves convexity of total energy in DFT for exact, size-consistent, translationally invariant formulations.
Confirms convexity as a fundamental constraint on the exact exchange-correlation functional.
Provides sufficient conditions for convexity in approximate DFT, aiding functional development.
Abstract
It has long been postulated that within density-functional theory (DFT) the total energy of a finite electronic system is convex with respect to electron count, so that 2 E_v[N_0] <= E_v[N_0 - 1] + E_v[N_0 + 1]. Using the infinite-separation-limit technique, this article proves the convexity condition for any formulation of DFT that is (1) exact for all v-representable densities, (2) size-consistent, and (3) translationally invariant. An analogous result is also proven for one-body reduced density matrix functional theory. While there are known DFT formulations in which the ground state is not always accessible, indicating that convexity does not hold in such cases, this proof nonetheless confirms a stringent constraint on the exact exchange-correlation functional. We also provide sufficient conditions for convexity in approximate DFT, which could aid in the development of…
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
TopicsMolecular Junctions and Nanostructures · Advanced Chemical Physics Studies · Quantum and electron transport phenomena
