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arXiv:2610.42131

Time-optimal quantum dynamics under fixed-norm generators

Oskar A. Prośniak, Karol Życzkowski

quant-phmath-phSubmitted Oct 30, 2026• Announced Nov 2, 2026
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Abstract

We investigate the dynamics of quantum systems whose evolution is governed by linear generators of fixed unitarily invariant norm. For this broad class of evolutions, we derive a universal time-optimal generator of the dynamics converting one given state into another. It provides a time-optimal non-Hermitian Hamiltonian for pure state conversion. We then use this general result to derive quantum speed limits for mixed-state evolutions governed by Lindbladians and non-Hermitian Hamiltonians. Our findings follow from the geometric properties of the group $GL(n,\mathbb{C})$, in particular the geodesic distance. The derived bounds hold for an arbitrary system size $n$, depend only on the norms of the evolution generator and the initial and final states, and do not require performing any time-averaging.

AI Summary

The paper asks how quickly prescribed quantum states can be connected when the instantaneous generator has a fixed, normalized unitarily invariant norm. It treats unrestricted non-Hermitian evolution of pure-state vectors exactly and derives lower bounds for Lindblad and non-Hermitian mixed-state dynamics. For nonzero, possibly unnormalized vectors, the optimal conversion time is $T_*=\sqrt{\lambda^2+\theta^2}$, where $\lambda=\log(\|\psi_f\|/\|\psi_i\|)$ and $\theta=\arccos[\operatorname{Re}\langle\psi_i|\psi_f\rangle/(\|\psi_i\|\|\psi_f\|)]$. An explicit time-dependent rank-one generator attains this time for every allowed norm. For normalized states with irrelevant final phase, $T_*=\arccos|\langle\psi_i|\psi_f\rangle|$. At fixed Schatten-$p$ norm, this is faster than optimal Hermitian evolution by a factor $2^{1/p}$, including no advantage for the operator norm. The derivation uses a quotient geometry induced from a right-invariant metric on $GL(n,\mathbb C)$. The resulting state-space metric is a product of logarithmic radius and spherical angle. Applying it to vectorized density matrices gives $T_{\mathrm{Lind}}\geq\sqrt{\lambda_\rho^2+\theta_\rho^2}$, with $\lambda_\rho=\log(\|\rho_f\|_{HS}/\|\rho_i\|_{HS})$ and $\theta_\rho=\arccos[\operatorname{Tr}(\rho_i\rho_f)/(\|\rho_i\|_{HS}\|\rho_f\|_{HS})]$. Bounding the Hamiltonian norm instead gives half this lower bound for non-Hermitian mixed-state evolution. The mixed-state bounds generally are not tight because the geometric optimization permits nonphysical maps and states. Simulations show deteriorating Lindblad-bound tightness with increasing dimension; exact Lindblad optima remain open. Non-Hermitian evolution also cannot connect states of different rank.

No sign of AI-generated textStrong assumptions

Error found: The pure-state theorem imposes both global L^1 integrability on [0,infinity) and unit generator norm at every time, making its admissible class empty; local integrability is the appropriate replacement. The mixed-state non-Hermitian corollary omits reverse time ordering from the right propagator, so its displayed evolution generally differs from the physical evolution assumed in the proof.

Written by gpt-6.1-sol from the paper's full text. Automated: it can be wrong.

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We investigate the dynamics of quantum systems whose evolution is governed by linear generators of fixed unitarily invariant norm. For this broad class of evolutions, we derive a universal time-optimal generator of the dynamics converting one given state into another. It provides a time-optimal non-Hermitian Hamiltonian for pure state conversion. We then use this general result to derive quantum speed limits for mixed-state evolutions governed by Lindbladians and non-Hermitian Hamiltonians. Our findings follow from the geometric properties of the group GL(n,C)GL(n,\mathbb{C})GL(n,C), in particular the geodesic distance. The derived bounds hold for an arbitrary system size nnn, depend only on the norms of the evolution generator and the initial and final states, and do not require performing any time-averaging.
The paper asks how quickly prescribed quantum states can be connected when the instantaneous generator has a fixed, normalized unitarily invariant norm. It treats unrestricted non-Hermitian evolution of pure-state vectors exactly and derives lower bounds for Lindblad and non-Hermitian mixed-state dynamics.
For nonzero, possibly unnormalized vectors, the optimal conversion time is T∗=λ2+θ2T_*=\sqrt{\lambda^2+\theta^2}T∗​=λ2+θ2​, where λ=log⁡(∥ψf∥/∥ψi∥)\lambda=\log(\|\psi_f\|/\|\psi_i\|)λ=log(∥ψf​∥/∥ψi​∥) and θ=arccos⁡[Re⁡⟨ψi∣ψf⟩/(∥ψi∥∥ψf∥)]\theta=\arccos[\operatorname{Re}\langle\psi_i|\psi_f\rangle/(\|\psi_i\|\|\psi_f\|)]θ=arccos[Re⟨ψi​∣ψf​⟩/(∥ψi​∥∥ψf​∥)]. An explicit time-dependent rank-one generator attains this time for every allowed norm. For normalized states with irrelevant final phase, T∗=arccos⁡∣⟨ψi∣ψf⟩∣T_*=\arccos|\langle\psi_i|\psi_f\rangle|T∗​=arccos∣⟨ψi​∣ψf​⟩∣. At fixed Schatten-ppp norm, this is faster than optimal Hermitian evolution by a factor 21/p2^{1/p}21/p, including no advantage for the operator norm.
The derivation uses a quotient geometry induced from a right-invariant metric on GL(n,C)GL(n,\mathbb C)GL(n,C). The resulting state-space metric is a product of logarithmic radius and spherical angle. Applying it to vectorized density matrices gives TLind≥λρ2+θρ2T_{\mathrm{Lind}}\geq\sqrt{\lambda_\rho^2+\theta_\rho^2}TLind​≥λρ2​+θρ2​​, with λρ=log⁡(∥ρf∥HS/∥ρi∥HS)\lambda_\rho=\log(\|\rho_f\|_{HS}/\|\rho_i\|_{HS})λρ​=log(∥ρf​∥HS​/∥ρi​∥HS​) and θρ=arccos⁡[Tr⁡(ρiρf)/(∥ρi∥HS∥ρf∥HS)]\theta_\rho=\arccos[\operatorname{Tr}(\rho_i\rho_f)/(\|\rho_i\|_{HS}\|\rho_f\|_{HS})]θρ​=arccos[Tr(ρi​ρf​)/(∥ρi​∥HS​∥ρf​∥HS​)]. Bounding the Hamiltonian norm instead gives half this lower bound for non-Hermitian mixed-state evolution.
The mixed-state bounds generally are not tight because the geometric optimization permits nonphysical maps and states. Simulations show deteriorating Lindblad-bound tightness with increasing dimension; exact Lindblad optima remain open. Non-Hermitian evolution also cannot connect states of different rank.
Abstract The quantum speed limit describes how quickly a quantum system can evolve in time from an initial state to a final state under a given dynamics. Here, we derive a generalised quantum speed limit (GQSL) for arbitrary time-continuous evolution using the geometrical approach of quantum mechanics. The GQSL is applicable for quantum systems undergoing unitary, non-unitary, completely positive, non-completely positive and relativistic quantum dynamics. This reduces to the well known standard quantum speed limit (QSL), i.e. the Mandelstam-Tamm bound when the quantum system undergoes unitary time evolution. Using our formalism, we then obtain a quantum speed limit for non-Hermitian quantum systems. To illustrate our findings, we have estimated the quantum speed limit for a time-independent non-Hermitian system as well as for a time-dependent non-Hermitian system namely the Bethe-Lamb Hamiltonian for general two-level system.
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.
We derive a Geometric quantum speed limit (QSL) for imaginary-time evolution, where the dynamics is governed by a non-unitary Schrödinger equation. By introducing a cost function based on the angular distance between the normalized evolving state and the initial state, we obtain a lower bound on the evolution time expressed as the ratio between this angle and the time-averaged energy dispersion. Our bound is analytical, general, and applicable to arbitrary time-independent Hamiltonians. We analytically evaluate this bound for two physically motivated cases. First, we apply it to a two-level system and derive an expression for the minimal time. Second, we analyze the imaginary-time version of Grover search problem and rigorously reproduce the well-known logarithmic scaling T=O(log⁡N)T=\mathcal{ O}(\log N)T=O(logN) within our QSL framework.
The quantum speed limit (QSL) refers to the maximum speed of a quantum system to evolve from an initial state to its orthogonal states. The bound on the QSL for Hermitian systems, for example the Mandelstam-Tamm (MT) and Margolus-Levitin (ML) as well as Sun-Zheng(SZ) bound, was studied respectively from the perspectives of average value and variance of the system Hamiltonian as well as the geometry of the system. While the compactness of the MT-type, ML-type and SZ-type bounds has been examined well for Hermitian systems, a compact QSL for non-Hermitian systems has not been well studied. In this work, based on the biorthogonal basis theory we derive two distinct and tighter bounds on the QSL for non-Hermitian systems, which correspond to the MT and ML bounds for Hermitian systems. We show that the shortest evolution time corresponding to the two bounds of the non-Hermitian system can be attained by certain initial states, showing the compactness and tightness of our bounds. These initial states dubbed fastest initial states(FIS) are different from that in Hermitian systems. A bound close to QSL for non-FIS is presented and comparison of our bound with others in literature is performed. To illustrate our results, we present a minimal non-Hermitian system to show QSL, and the condition for the shortest evolution time is derived analytically using the present theory.
Quantum speed limits (QSLs) provide lower bounds on the minimum time required for a process to unfold by using a distance between quantum states and identifying the speed of evolution or an upper bound to it. We introduce a generalization of QSL to characterize the evolution of a general operator when conjugated by a unitary. The resulting operator QSL (OQSL) admits a geometric interpretation, is shown to be tight, and holds for operator flows induced by arbitrary unitaries, i.e., with time- or parameter-dependent generators. The derived OQSL is applied to the Wegner flow equations in Hamiltonian renormalization group theory and the operator growth quantified by the Krylov complexity.
We develop an intuitive geometric picture of quantum states, define a particular state distance, and derive a quantum speed limit (QSL) for open systems. Our QSL is attainable because any initial state can be driven to a final state by the particular dynamics along the geodesic. We present the general condition for dynamics along the geodesic for our QSL. As evidence, we consider the generalized amplitude damping dynamics and the dephasing dynamics to demonstrate the attainability. In addition, we also compare our QSL with others by strict analytic processes as well as numerical illustrations, and show our QSL is tight in many cases. It indicates that our paper is significant in tightening the bound of evolution time.