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arXiv:2404.04136

Geodesics for mixed quantum states via their geometric mean operator

Paul M. Alsing, Carlo Cafaro, Shannon M. Ray

Published Apr 5, 2024• 0 citations
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Abstract

We examine the geodesic between two mixed states of arbitrary dimension by means of their geometric mean operator. We utilize the fiber bundle approach by which the distance between two mixed state density operators $ρ_1$ and $ρ_2$ in the base space $M$ is given by the shortest distance in the (Hilbert Schmidt) bundle space $E$ of their purifications. The latter is well-known to be given by the Bures distance along the horizontal lift in $E$ of the geodesic between the $ρ_1$ and $ρ_2$ in $M$. The horizontal lift is that unique curve in $E$ that orthogonally traverses the fibers $F\subset E$ above the curve in $M$, and projects down onto it. We briefly review this formalism and show how it can be used to construct the intermediate mixed quantum states $ρ(s)$ along the base space geodesic parameterized by affine parameter $s$ between the initial $ρ_1$ and final $ρ_2$ states. We emphasize the role played by geometric mean operator $M(s) = ρ_1^{-1/2}\, \sqrt{ρ_1^{1/2}ρ(s)ρ_1^{1/2}}\,ρ_1^{-1/2}$, where the Uhlmann root fidelity between $ρ_1$ and $ρ(s)$ is given by $\sqrt{F}(ρ_1,ρ(s)) = Tr[M(s)\,ρ_1] = Tr[\sqrt{ρ_1^{1/2}ρ(s)ρ_1^{1/2}}]$, and $ρ(s) = M(s)\,ρ_1\,M(s)$. We give examples for the geodesic between the maximally mixed state and a pure state in arbitrary dimensions, as well as for the geodesic between Werner states $ρ(p) = (1-p) I/N + p\,|Ψ\rangle\langle Ψ|$ with $|Ψ\rangle = \{|GHZ\rangle, |W\rangle\}$ in dimension $N=2^3$. For the latter, we compare expressions in the limit $p\to1$ to the infinite number of possible geodesics between the orthogonal pure states $|GHZ\rangle$ and $|W\rangle$. Lastly, we compute the analytic form for the density matrices along the geodesic that connects two arbitrary endpoint qubit density matrices within the Bloch ball for dimension $N=2$.

DOI
10.48550/arxiv.2404.04136

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We examine the geodesic between two mixed states of arbitrary dimension by means of their geometric mean operator. We utilize the fiber bundle approach by which the distance between two mixed state density operators ρ1ρ_1ρ1​ and ρ2ρ_2ρ2​ in the base space MMM is given by the shortest distance in the (Hilbert Schmidt) bundle space EEE of their purifications. The latter is well-known to be given by the Bures distance along the horizontal lift in EEE of the geodesic between the ρ1ρ_1ρ1​ and ρ2ρ_2ρ2​ in MMM. The horizontal lift is that unique curve in EEE that orthogonally traverses the fibers F⊂EF\subset EF⊂E above the curve in MMM, and projects down onto it. We briefly review this formalism and show how it can be used to construct the intermediate mixed quantum states ρ(s)ρ(s)ρ(s) along the base space geodesic parameterized by affine parameter sss between the initial ρ1ρ_1ρ1​ and final ρ2ρ_2ρ2​ states. We emphasize the role played by geometric mean operator M(s)=ρ1−1/2 ρ11/2ρ(s)ρ11/2 ρ1−1/2M(s) = ρ_1^{-1/2}\, \sqrt{ρ_1^{1/2}ρ(s)ρ_1^{1/2}}\,ρ_1^{-1/2}M(s)=ρ1−1/2​ρ11/2​ρ(s)ρ11/2​​ρ1−1/2​, where the Uhlmann root fidelity between ρ1ρ_1ρ1​ and ρ(s)ρ(s)ρ(s) is given by F(ρ1,ρ(s))=Tr[M(s) ρ1]=Tr[ρ11/2ρ(s)ρ11/2]\sqrt{F}(ρ_1,ρ(s)) = Tr[M(s)\,ρ_1] = Tr[\sqrt{ρ_1^{1/2}ρ(s)ρ_1^{1/2}}]F​(ρ1​,ρ(s))=Tr[M(s)ρ1​]=Tr[ρ11/2​ρ(s)ρ11/2​​], and ρ(s)=M(s) ρ1 M(s)ρ(s) = M(s)\,ρ_1\,M(s)ρ(s)=M(s)ρ1​M(s). We give examples for the geodesic between the maximally mixed state and a pure state in arbitrary dimensions, as well as for the geodesic between Werner states ρ(p)=(1−p)I/N+p ∣Ψ⟩⟨Ψ∣ρ(p) = (1-p) I/N + p\,|Ψ\rangle\langle Ψ|ρ(p)=(1−p)I/N+p∣Ψ⟩⟨Ψ∣ with ∣Ψ⟩={∣GHZ⟩,∣W⟩}|Ψ\rangle = \{|GHZ\rangle, |W\rangle\}∣Ψ⟩={∣GHZ⟩,∣W⟩} in dimension N=23N=2^3N=23. For the latter, we compare expressions in the limit p→1p\to1p→1 to the infinite number of possible geodesics between the orthogonal pure states ∣GHZ⟩|GHZ\rangle∣GHZ⟩ and ∣W⟩|W\rangle∣W⟩. Lastly, we compute the analytic form for the density matrices along the geodesic that connects two arbitrary endpoint qubit density matrices within the Bloch ball for dimension N=2N=2N=2.
Abstract The quantum geometric tensor (QGT) is a fundamental quantity for characterizing the geometric properties of quantum states and plays an essential role in elucidating various physical phenomena. The traditional QGT, defined only for pure states, has limited applicability in realistic scenarios where mixed states are common. To address this limitation, we generalize the definition of the QGT to mixed states using the purification bundle and the covariant derivative. Notably, our proposed definition reduces to the traditional QGT when mixed states approach pure states. In our framework, the real and imaginary parts of this generalized QGT correspond to the Bures metric and the mean gauge curvature, respectively, endowing it with a broad range of potential applications. Additionally, using our proposed mixed-state QGT, we derive the geodesic equation applicable to mixed states. This work establishes a unified framework for the geometric analysis of both pure and mixed states, thereby deepening our understanding of the geometric properties of quantum states.
Abstract In the geometry of quantum evolutions, a geodesic path is viewed as a path of minimal statistical length connecting two pure quantum states along which the maximal number of statistically distinguishable states is minimum. In this paper, we present an explicit geodesic analysis of the dynamical trajectories that emerge from the quantum evolution of a single-qubit quantum state. The evolution is governed by an Hermitian Hamiltonian operator that achieves the fastest possible unitary evolution between given initial and final pure states. Furthermore, in addition to viewing geodesics in ray space as paths of minimal length, we also verify the geodesicity of paths in terms of unit geometric efficiency and vanishing geometric phase. Finally, based on our analysis, we briefly address the main hurdles in moving to the geometry of quantum evolutions for open quantum systems in mixed quantum states.
The quantum speed limit establishes a bound on the minimal time required for a quantum system to evolve from a given initial state to a final state. When the mean energy variance is fixed this limitation is captured by the Mandelstam--Tamm bound. The fastest quantum evolution saturating this bound follows a geodesic arc connecting the two states. Such geodesics in the manifold of quantum states are explicitly known when the states are pure (Fubini-Study geodesics) and when they are mixed and given by faithful density matrices (Bures geodesics). In this article we obtain the explicit form of the Bures geodesic arcs joining two non-faithful density matrices, which may have different ranks. For pure states one recovers the Fubini-Study geodesics. A necessary and sufficient condition for the uniqueness of the shortest geodesic arc is given. When the condition is not fulfilled there are infinitely many such arcs, all having length equal to the arccos Bures distance between the two states, in analogy with the arcs of great circles connecting the two poles of a sphere. We discuss the implications of our results for the quantum speed limit.
It is known that mixed quantum states are highly entropic states of imperfect knowledge (i.e., incomplete information) about a quantum system, while pure quantum states are states of perfect knowledge (i.e., complete information) with vanishing von Neumann entropy. In this paper, we propose an information geometric theoretical construct to describe and, to a certain extent, understand the complex behavior of evolutions of quantum systems in pure and mixed states. The comparative analysis is probabilistic in nature, it uses a complexity measure that relies on a temporal averaging procedure along with a long-time limit, and is limited to analyzing expected geodesic evolutions on the underlying manifolds. More specifically, we study the complexity of geodesic paths on the manifolds of single-qubit pure and mixed quantum states equipped with the Fubini-Study metric and the Sj\"oqvist metric, respectively. We analytically show that the evolution of mixed quantum states in the Bloch ball is more complex than the evolution of pure states on the Bloch sphere. We also verify that the ranking based on our proposed measure of complexity, a quantity that represents the asymptotic temporal behavior of an averaged volume of the region explored on the manifold during the evolution of the systems, agrees with the geodesic length-based ranking. Finally, focusing on geodesic lengths and curvature properties in manifolds of mixed quantum states, we observed a softening of the complexity on the Bures manifold compared to the Sj\"oqvist manifold.
For full-rank density matrices the state space is contractible, the Uhlmann bundle is topologically trivial, and the holonomy admits no quantized invariants; although the Uhlmann phase is genuinely geometric, this topological poverty has kept it from serving as a robust physical diagnostic of mixed-state matter. Mixed states of fixed rank below the Hilbert-space dimension, however, are ubiquitous: reduced states of constrained subsystems, states confined to invariant sectors, and states supported on decoherence-free subspaces can have a support smaller than the Hilbert space, a support that can vary with parameters. Their geometry is far richer: the support carries genuine curvature, non-Abelian holonomy, and Chern topology. We formulate Uhlmann's theory directly on the manifold of rank-kkk density matrices: minimal purifications make the fixed-rank stratum the base of a principal U(k)U(k)U(k)-bundle whose Uhlmann connection is uniquely determined by a Sylvester equation, and in an eigenframe this connection takes a closed form reducing to the Berry, Wilczek--Zee, and faithful Uhlmann connections at k=1k=1k=1, at equal weights, and at k=Nk=Nk=N. The fixed-rank bundle inherits the topology of the Grassmannian, and non-factorizable higher Chern topology requires failure of the global eigenline splitting, which in the present spectral setting requires degeneracy, minimally realized by a rank-2 Yang monopole whose quantized second Chern number links the geometry to the four-dimensional quantum Hall response. Solvable models, from a genuinely non-Abelian holonomy to a dissipatively driven orbit whose Uhlmann holonomy is steered by the reservoir through an elliptic-integral spectral dressing, illustrate the content: the supporting subspace carries the topology, the spectral weights shape the transport, and Uhlmann holonomy provides a direct geometric probe of the resulting mixed-state structures.
This paper develops a rigorous, self-contained differential-geometric framework for tracking mixed quantum states in open physical systems, providing an analytical structural extension to the pure-state Kâhler geometry of Paper 1. Because open quantum dynamics induced by environment-driven dissipation and decoherence break the global manifold homogeneity, we model the total space of density operators S(H) as a stratified space. We prove that the individual rank-k subsets constitute embedded smooth real manifolds of dimension 2k(N + 1) − k2 − 1, satisfying the algebraic conditions of Whitney Regularity Condition B to guarantee continuous tangent space alignment across interfaces. To assign coordinate-independent connection and metric tensors over this stratified landscape, we formalize the global principal U (n) fiber bundle structure using Uhlmann’s purification theorem. By lifting mixed density operators to pure-state amplitudes W ∈ GL(n, C) on a bipartite workspace, we show that minimizing the ambient flat Hilbert–Schmidt metric along the vertical fibers induces the non-degenerate Bures metric on the base manifold. We derive the exact matrix elements of the corresponding Symmetric Logarithmic Derivative (SLD) fields in an arbitrary non-degenerate eigenbasis, establishing the mixed-state information scaling boundary gQF IM = 4gB. Finally, we characterize the non-Abelian Yang–Mills curvature FU = dAU + AU ∧ AU of the Uhlmann connection, demonstrating how non-commutativity emerges naturally under environmental coupling. By isolating the measure-zero boundary configurations where eigenvalues or matrix rank drop, we generalize our control immersion criterion to identify both rank deficient and eigenvalue-vanishing caustic singularities. This metric-determinant verification pipeline allows researchers to systematically diagnose, map, and structurally bypass trajectory bottlenecks during Lindbladian control path optimization on real-world noisy quantum backends