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Fixed-particle finite-temperature density-matrix free energy
Definition
Let , , and . The fixed-particle density-matrix domain is where means that both and are positive semidefinite in the operator order (Non-negative and positive operators). Define the continuous scalar entropy integrand on by For , is defined by the spectral functional calculus (The spectral functional calculus f(T) for a normal endomorphism, For normal endomorphisms, the spectral functional calculus respects sums, products, adjoints, and composition of scalar functions). The logarithm is the natural logarithm on (The natural logarithm has derivative 1/x and equals the integral from 1 to x of 1/t). Supply a real energy on an open neighborhood of and its Hermitian Frobenius gradient , defined by for every Hermitian direction . Define The fixed-Hermitian-field case is for a fixed Hermitian . For nonlinear self-consistent models, and its gradient may depend on ; the definition alone asserts no uniqueness of a minimizing density.
Depends on
- Self-adjoint and normal endomorphisms of a finite-dimensional real or complex inner product space
- Non-negative and positive operators
- Rectangular matrix multiplication and the identity matrix $I_n$, including zero-sized shapes
- The trace $\operatorname{tr}(A)$ as the sum of the diagonal entries
- The spectral functional calculus f(T) for a normal endomorphism
- For normal endomorphisms, the spectral functional calculus respects sums, products, adjoints, and composition of scalar functions
- The natural logarithm has derivative 1/x and equals the integral from 1 to x of 1/t
- The real Frechet derivative on real and complex matrix spaces with the Frobenius norm
- Trace and Frobenius-linear matrix functionals differentiate by inspection
Used by
- A finite-temperature minimizer has strictly interior occupations Lemma
- The finite-temperature trace entropy is continuous at occupation endpoints Lemma
- The fixed-particle density-matrix domain is nonempty and compact Lemma
- The finite-temperature matrix entropy has its interior trace derivative Proposition
- Interior finite-temperature stationarity gives Fermi-Dirac occupations Theorem
- The finite-temperature free energy attains a minimum on the density domain Theorem
Dependency tree · two levels
22 results within two dependency steps of this one, each drawn at its shortest distance from it. An arrow runs from a result to what uses it, so the chart reads left to right and ends at this result, which carries a heavier outline. Every node is a link to that result. Click elsewhere on the chart to enlarge it.
Sources
- Daniel Arovas, Thermodynamics and Statistical Mechanics, §7.4 Variational Density Matrix Method, UC San Diego / Physics LibreTexts (standard reference, not scraped)
- Eric Cancès and Claude Le Bris, On the convergence of SCF algorithms for the Hartree-Fock equations, ESAIM: Mathematical Modelling and Numerical Analysis 34 (2000), §2.1 (standard reference, not scraped)