Non-Hermitian Quantum Rényi Entropy Dynamics in Anyonic-PT Symmetric Systems

: We reveal the continuous change of information dynamics patterns in anyonic-PT symmetric systems that originates from the continuity of anyonic-PT symmetry. We find there are three information dynamics patterns for anyonic-PT symmetric systems: damped oscillations with an overall decrease (increase) and asymptotically stable damped oscillations, which are three-fold degenerate and are distorted using the Hermitian quantum Rényi entropy or distinguishability. It is the normalization of the non-unitary evolved density matrix that causes the degeneracy and distortion. We give a justification for non-Hermitian quantum Rényi entropy being negative. By exploring the mathematics and physical meaning of the negative entropy in open quantum systems, we connect negative non-Hermitian quantum Rényi entropy and negative quantum conditional entropy, paving the way to rigorously investigate negative entropy in open quantum systems.

Anyonic-PT symmetry can be seen as the complex generalization of PT symmetry, and the relationships between PT, APT, and anyonic-PT symmetry can be an analogy to relationships between bosons, fermions, and anyons [23][24][25].In this spirit, it was named anyonic-PT symmetry.PT, anti-PT, and anyonic-PT symmetric systems can be simulated [9,17,23,42] by current quantum devices using the linear combination of unitaries (LCU) in the scheme of duality quantum computing [43,44].While (anti-)PT symmetry is discrete, anyonic-PT symmetry is continuous with respect to the phase parameter in a way similar to rotational symmetry [32].The investigation of information dynamics in (anti-)PT symmetric systems [8,18] shows that the change of information dynamics patterns in (anti-)PT symmetric systems are discontinuous.In this paper, through a new information dynamics description, which is found to be synchronous and correlated with NH quantum Rényi entropy [45][46][47], we investigate the non-Hermitian (NH) quantum Rényi entropy dynamics of anyonic-PT symmetric systems.Our results show: in contrast to the discontinuous change of information dynamics patterns in (anti-)PT symmetric systems, the change of information dynamics patterns in anyonic-PT symmetry is continuous and originates from the interplay of features of (anti-)PT symmetry and the continuity of anyonic-PT symmetry.
While Hermiticity ensures the conservation of probability in an isolated quantum system and guarantees the real spectrum of eigenvalues of energy, it is ubiquitous in nature that the probability in an open quantum system effectively becomes non-conserved due to the flows of energy, particles, and information between the system and the external environment [33].In the study of radiative decay in reactive nuclei, which is analyzed by an effective NH Hamiltonian, the essential idea is that the decay of the norm of a quantum state indicates the presence of nonzero probability flow to the outside of the nucleus [48,49].The non-conserved norm indicates there is information flow between the NH system and the environment.Thus, the non-conserved norm is essential for describing information dynamics in NH systems.In quantum information, a trace of the density matrix is a central concept in various formulae characterizing information properties, such as von Neumann entropy [50], Rényi entropy [45][46][47]51], and trace distance measuring of the distinguishability of two quantum states [8, 18,52,53].
In this work, we investigate the NH quantum Rényi entropy dynamics of anyonic-PT symmetric systems through a new information dynamics description, which is found to be synchronous and correlated with NH quantum Rényi entropy.Our results show that the intertwining of (anti-)PT symmetry leads to new information dynamics patterns: damped oscillation with an overall decrease (increase) and asymptotically stable damped oscillation.The approaches of Hermitian quantum Rényi entropy or distinguishability adopted in [8,18,53,54] not only degenerate the three distinguished patterns to the same one, but they also distort it.The degeneracy is caused by the normalization of the nonunitary evolved density matrix, which leads to the loss of information about the total probability flow between the open system and the environment, while our approach based on the non-normalized density matrix reserves all the information related to the nonunitary time evolution.Furthermore, our results show that the lower bounds of both von Neumann entropy and distinguishability being zero is related to their distortion of the information dynamics in the NH systems.The discussion of the degeneracy and distortion also serves as a justification for NH quantum Rényi entropy being negative.We further explore the mathematical reason and physical meaning of the negative entropy in open quantum systems, revealing a connection between negative NH entropy and negative quantum conditional entropy [55][56][57].Our work paves the way to rigorously investigate the physical interpretations and the application prospects of negative entropy in open quantum system.In contrast to the discontinuous change of information dynamics patterns in (anti-)PT symmetric systems, we find that the change of information dynamics patterns in anyonic-PT symmetry is continuous and originates from the interplay of features of (anti-)PT symmetry and the continuity of anyonic-PT symmetry.

NH Quantum Rényi Entropy in Anyonic-PT Symmetric Systems
Quantum Rényi entropy [47] is suitable for Hermitian quantum systems (thus, we call it Hermitian quantum Rényi entropy) as it requires the trace of the density matrix to satisfy Tr ρ ∈ (0, 1].The Hermitian quantum Rényi entropy is defined as: where α ∈ (0, 1) ∪ (1, ∞).If the initial quantum state ρ(0) is a pure state, S H α (ρ) is trivial as it is always zero under unitary time evolution.For open quantum systems with a trace of the initial density matrix less than 1, due to the nonzero probability flow between the systems and the environment, Tr ρ > 1 is possible with the time evolution of the systems.Thus, the condition Tr ρ ∈ (0, 1] should be relaxed to Tr ρ ≥ 0 for open quantum systems.To describe the information dynamics in NH open quantum systems properly, NH quantum Rényi entropy [46] is defined using both the non-normalized density matrix Ω and the normalized one ρ = Ω/Tr Ω as with Another commonly adopted description of information dynamics is the distinguishability D of two quantum states [8,52,58]: where |ρ| := ρ † ρ, and ρ 1,2 are normalized density matrices.We notice that the only difference between the expressions of S α (Ω) and S H α (ρ) is the use of Ω. Investigation of S 1 (Ω) is enough for our purpose, as the dynamics of NH quantum Rényi entropy for different values of α are similar [46,47].Boltzmann's entropy formula and Shannon's entropy formula state the logarithmic connection between entropy and probability.We borrow this wisdom and take the natural logarithm of Tr Ω.We find that − ln Tr Ω(t) can serve as a new description for the information dynamics in NH systems, as it is found to be synchronous and correlated with NH quantum Rényi entropy.The function − ln Tr Ω(t) captures the essence of the information dynamics in NH systems, as we show in Figure 1.10) in PT-unbroken phase.The black line marked with △ represents − ln Tr Ω(t), which is shown to be synchronous and highly correlated with S α (Ω).

Anyonic-PT Symmetry
Anyonic-PT symmetric Hamiltonians H φ satisfy (PT)H φ (PT) −1 = e iφ H φ , and thus, where p = cos φ 2 , q = − sin φ 2 , and H PT are PT symmetric, and iH PT satisfy anti-PT symmetry (thus, we denote H APT = iH PT ).H PT and H APT commute, which means the two can be simultaneously diagonalized, and so the eigenfunctions of H φ (H PT and H APT ) are independent of φ even though the eigenvalues vary with φ.The eigenvalues of H PT (H APT ) undergo an abrupt change with the symmetry breaking, indicating a discontinuous change of information dynamics patterns [8,18].In contrast, the change of eigenvalues of H φ with symmetry breaking can be continuous because of the phase e −i φ 2 , indicating the possibility of continuous change of information dynamics patterns.
We employ the usual Hilbert-Schmidt inner product when we investigate the effective non-unitary dynamics of open quantum systems governed by H φ (it is worth comparing the results with calculations using biorthogonal inner products; please refer to Appendix B for details) [8, 59,60]: For H φ with eigenenergies E n + iΓ n , with ⟨φ n |φ n ⟩ = 1.Define the eigenstates with the largest (second largest) imaginary part as |φ 1 ⟩ (|φ 2 ⟩).After a sufficiently long time, |φ 1 ⟩ and |φ 2 ⟩ dominate the dynamics.With arbitrary initial state |φ 0 ⟩ = ∑ n=1 c n |φ n ⟩ and Ω(0) = |φ 0 ⟩⟨φ 0 |, we have For H PT in the PT-unbroken phase, Γ n = 0, − ln Tr Ω(t) periodically oscillates; for H PT in the PT-broken phase, some pairs of its eigenvalues become complex conjugate to each other; the biggest positive Γ n determines the dynamics of − ln Tr Ω(t): it asymptotically decreases.For H APT in the PT-unbroken phase, E n = 0, Γ 1,2 determines the overall trend of − ln Tr Ω(t): it may be asymptotically decreasing (increasing or stable) without oscillation; for H APT in the PT-broken phase, Γ 1,2 determines the overall trend of − ln Tr Ω(t): it may be asymptotically decreasing (increasing or stable) with oscillation.Investigations [8,18] of information dynamics in (anti-)PT symmetric systems show that the change of information dynamics patterns in them is discontinuous, which is connected with the fact that paritytime (PT) symmetry and anti-PT symmetry are discrete.By Equation ( 5), we know that the information dynamics of H φ are the result of the interplay of H PT and H APT .According to our analysis of H PT and H APT , damped oscillation of information dynamics is possible for H φ in the PT-unbroken phase or the PT-broken phase, showing that the change of information dynamics patterns in anyonic-PT symmetry is continuous.

Two-Level Systems
As a proof-of-principle example, we consider a generic two-level anyonic-PT symmetric system governed by H φ .With the parity operator P given by 0 1 1 0 and the time reversal operator T being the operation of complex conjugation, H φ can be expressed as a family of matrices: where φ, r, θ, r 1 , θ 1 are real.The energy eigenvalues of H φ are When δ > 0, H φ is in the PT-unbroken phase; when δ < 0, H φ is in the PT-broken phase; the exceptional point of H φ is located at δ = 0.When δ > 0, with a = Tr where 1−a 2 cos 2p √ δt is the feature of H PT in the PT-unbroken phase, and 1+a 2 cos 2iq √ δt and e q•2tr cos θ are the features of H APT in the PT-unbroken phase.The interplay of H PT and H APT leads to new novel properties unique to H φ .When δ < 0, with b = So, similar to Equation ( 13), Equation ( 14) is a combination of underdamped oscillation and overdamped oscillation (see Appendix A for details), and thus, the information dynamics patterns of H φ in the PT-unbroken phase or the PT-broken phase can be similar, which shows that the change of information dynamics patterns in two-level anyonic-PT symmetry is continuous.The asymptotically stable damped oscillation of S 1 (Ω) of H φ in the PTbroken phase is shown in Figure 2.For H φ 1 and H φ 2 with φ 1 + φ 2 = −2π or 2π, the trace expressions of H φ 1 and H φ 2 are the same.Therefore, we only consider −π < φ < 0 (p > 0, q > 0).For significantly large t, Equation ( 15) determines the overall trend of Equation ( 13), with λ = r cos θ + √ δ (λ = 0 if and only if |r 1 | = |r| and r cos θ < 0 ).There are three information dynamics patterns for anyonic-PT symmetric systems: damped oscillation with an overall decrease (increase) and asymptotically stable damped oscillation, as we show in Figure 3.If we use the Hermitian quantum Rényi entropy or distinguishability, a three-fold degeneration and distortion happen, as we show in Figure 4.The three-fold degeneration and distortion happen in the PT-broken phase of H φ too, as we show in Figure 2 for the case of asymptotically stable damped oscillation.The degeneracy is caused by the normalization of the non-unitary evolved density matrix Ω, which washes out the effects of decay parts e Γ n t and thus leads to the loss of information about the total probability flow between the open system and the environment, while our approach based on the non-normalized density matrix reserves all the information related to the non-unitary time evolution.The asymptotically stable damped oscillations and their relaxation time varying with φ are showed in Figure 5.     3a; (b) r = 1.2, λ < 0; all parameters are the same as in Figure 3c; (c) r = 1, λ = 0; all parameters are the same as in Figure 3b.While S 1 (Ω) and − ln Tr(Ω) show that there are three information dynamics patterns for anyonic-PT symmetric systems-damped oscillation with an overall decrease (increase) and asymptotically stable damped oscillation-the three patterns are distorted by D and S H 1 (ρ) and are degenerate to the same pattern, as we show here.We see that the distortion is related to the lower bounds of D and S H 1 (ρ) being zero.

Negative Entropy
Here comes the problem that S α (Ω) can be negative, and the comparison above in Figure 4 gives a phenomenological justification for the necessity of it.We go one step further and discuss the negative entropy in NH open quantum system.Entropy measures the degree of uncertainty.In the sense of a classical statistical mixture, a closed system with complete certainty is possible, and thus, it is reasonable that the lower bound of the von Neumann entropy is zero.However, a general open quantum system cannot possess complete certainty since it constantly interacts with its external environment in a unpredictable way.Therefore, if we take the entropy of closed systems as reference, it is natural that for open quantum systems, entropy might be negative.For example, unique properties of PT symmetric systems are always predicted and observed in classical or quantum systems where gain and loss of energy or amplitude are balanced.Then, we can reasonably expect that different magnitudes of the balanced gain and loss will lead to different lower bounds of entropy.Negative entropy is possible and important in Hermitian physics too.It is well known that quantum information theory has peculiar properties that cannot be found in its classical counterpart.For example, an observer's uncertainty about a system, if measured by von Neumann conditional entropy, can become negative [55][56][57].With the density matrix of the combined system of A and B being ρ (Tr ρ AB = 1), von Neumann conditional entropy is defined as which is based on a conditional 'amplitude' operator ρ A|B [57].The eigenvalues of ρ A|B can exceed 1, and it is precisely for this reason that the von Neumann conditional entropy can be negative [57].For our purpose, the similarity between Equation ( 16) and Equation ( 3) inspires a comparison of the role of non-normalized density matrix Ω in NH entropy S 1 (Ω) and the role of ρ A|B in von Neumann conditional entropy S(A|B); we remark that the mathematical reason why S 1 (Ω) can be negative is similar to S(A|B), as Tr Ω can exceed 1.
The strong correlation between − ln Tr Ω and S 1 (Ω) also suggests that Tr Ω > 1 will lead to negative entropy.Negative von Neumann conditional entropy has been given a physical interpretation in terms of how much quantum communication is needed to gain complete quantum information [55].Furthermore, a direct thermodynamic interpretation of negative conditional entropy is given in [56].For NH entropy, our results above demonstrate that allowing NH entropy to be negative is necessary and inevitable if we want to characterize the information dynamics of NH systems properly.

Conclusions
We investigate the NH quantum Rényi entropy dynamics of anyonic-PT symmetric systems through a new information dynamics description, i.e., − ln Tr Ω, which is found to be synchronous and correlated with NH quantum Rényi entropy.While the information dynamics in PT symmetric systems and anti-PT symmetric systems show that the change of information dynamics patterns in them is discontinuous, we demonstrate that the change of information dynamics patterns in anyonic-PT symmetry is continuous.Based on the analysis of spectra and the information dynamics in PT symmetric systems and anti-PT symmetric systems, we find that the continuous change of information dynamics patterns originates from the interplay of features of PT symmetry and anti-PT symmetry plus the continuity of anyonic-PT symmetry.We find that there are three information dynamics patterns for anyonic-PT symmetric systems: damped oscillation with an overall decrease, damped oscillation with an overall increase, and asymptotically stable damped oscillation.We then use the Hermitian quantum Rényi entropy and distinguishability to investigate the information dynamics in anyonic-PT symmetric and find that the three patterns are distorted and degenerate to the same one.The discussion of the degeneracy and distortion serves as a justification for negative NH quantum Rényi entropy.We further explore the mathematical reason and physical meaning of the negative entropy in open quantum systems, revealing a connection between negative NH entropy and negative quantum conditional entropy, as both quantities can be negative for similar mathematical reasons.Since the physical interpretation and the following applications of negative quantum conditional entropy are successful and promising, our work gives a direction to rigorously investigate the physical interpretations and the application prospects of negative entropy in open quantum system.