Theory-independent randomness generation from spatial symmetries

2025-05-06 0 0 1.01MB 23 页 10玖币
侵权投诉
Theory-independent randomness generation from
spatial symmetries
Caroline L. Jones1,2, Stefan L. Ludescher1,2, Albert Aloy1,2, and Markus P. Müller1,2,3
1Institute for Quantum Optics and Quantum Information, Austrian Academy of Sciences, Boltzmanngasse 3, A-1090 Vienna, Austria
2Vienna Center for Quantum Science and Technology (VCQ), Faculty of Physics, University of Vienna, Vienna, Austria
3Perimeter Institute for Theoretical Physics, 31 Caroline Street North, Waterloo, Ontario N2L 2Y5, Canada
December 12, 2024
We characterize how the response of physical
systems to spatial rotations constrains the prob-
abilities of events that may be observed. From a
foundational point of view, we show that the set
of quantum correlations in our scenarios can be
derived from rotational symmetry alone, with-
out assuming quantum physics. This shows that
important predictions of quantum theory can
be derived from the structure of space, demon-
strating that semi-device-independent scenarios
can be utilized to shed light on the founda-
tions of physics. From a practical perspective,
these results allow us to introduce semi-device-
independent protocols for the generation of se-
cure random numbers based on the breaking of
spatial symmetries. While experimental imple-
mentations will rely on quantum physics, the se-
curity analysis and the amount of extracted ran-
domness is theory-independent and certified by
the observed correlations only. That is, our pro-
tocols rely on a physically meaningful assump-
tion: a bound on a theory-independent notion
of spin.
1 Introduction
Quantum field theory and general relativity, as they cur-
rently stand, describe two distinct classes of physical
phenomena: probabilities of events on the one hand,
and spacetime geometry on the other. Large efforts are
currently underway to construct a theory of quantum
gravity that would describe both classes of phenomena
and their interaction in a unified way. Given the dif-
ficulties in this endeavour, one may start with a more
modest, but nonetheless illuminating approach: ana-
lyze how probabilities of detector clicks and properties
of spacetime interact, and what constraints they impose
on one another. Here, we propose to use semi-device-
independent (semi-DI) quantum information protocols
to study this interrelation.
DI and semi-DI approaches [19] treat devices in an
Caroline L. Jones: CarolineLouise.Jones@oeaw.ac.at,
Stefan L. Ludescher: Stefan.Ludescher@oeaw.ac.at,
CLJ and SLL contributed equally to this work.
Figure 1: Setup. A fixed but arbitrary state is generated in the
preparation device P, which is rotated by an angle αx∈ {0, α}
relative to the measurement device Maccording to an input
setting x∈ {1,2}. The state is then sent to M, where a
measurement yields one of two outcomes b∈ {±1}.
experiment as “black boxes”: no assumptions (or only
very mild ones) are made about the inner workings
of the devices, and the analysis relies on the observed
input-output statistics alone. While Bell and other DI
black-box scenarios have previously been used to study
the foundations of quantum theory [10,11], here we sug-
gest to “put the boxes into space and time”.
Specifically, we consider the prepare-and-measure
scenario sketched in Fig. 1, which can be used to gener-
ate random numbers that are secure against eavesdrop-
pers with additional classical information [9,1216]. We
define a class of semi-DI quantum random number gen-
erators based on an assumption about how the transmit-
ted system may respond to spatial rotations. Crucially,
this semi-DI assumption does not rely on the validity
of quantum theory, since it is representation-theoretic
in nature and hence applies to all possible probabilistic
theories. We show that the exact shape of the set of
quantum correlations in this setup appears to emerge
as a direct consequence of the symmetries of spacetime,
which also entails the security of our protocol against
post-quantum eavesdroppers.
2 The setup
We consider a semi-DI random number generator simi-
lar to the one described in [9,17], given by the prepare-
and-measure scenario depicted in Fig. 1. The goal is to
1
arXiv:2210.14811v3 [quant-ph] 12 Dec 2024
generate statistics P(b|x)that certify that even exter-
nal eavesdroppers with additional (classical) knowledge
cannot predict b. As in standard DI quantum informa-
tion, the security of semi-DI protocols does not require
any assumptions on the inner-workings of the devices,
but it requires some constraint on the physical system
that is communicated between the devices [5,9,18]. This
has often been implemented with a bound on the di-
mension of the Hilbert space of the transmitted system,
restricting the communication to qubits or qutrits, as
in [5,12,18,19], although this is arguably not very well-
motivated for non-idealized physical scenarios. An al-
ternative scheme was provided in [9,17], in which the
mean value of some observable H(such as the energy of
the transmitted system) was constrained. This formu-
lation, however, requires trust in the valid characteri-
zation of the observable H, including, for example, the
assumption of a specific gap above the ground state. In
fact, the physical meaning of H(say, as the generator
of time translations) plays no direct role in their analy-
sis. Here, instead, we propose semi-DI assumptions on
quantities like spin or energy, which anchor the secu-
rity of the resulting protocols on properties of spacetime
physics that are directly related to the interpretation of
these quantities. Not only are these assumptions ar-
guably physically well-motivated, but they can also be
formulated without assuming the validity of quantum
theory, as we will show below. This is in contrast to
dimension bounds or assumptions on the expectation
values of observables, which rely crucially on the valid-
ity of quantum theory.
3 Quantum boxes
Let us start by describing the setup in terms of quan-
tum theory, which we will later generalize to a theory-
agnostic description. We consider two devices (Fig. 1).
The first device prepares some quantum state ρ1and
takes an input x∈ {1,2}. The experimenter either does
nothing to the device (i.e. applies R0=1if x= 1), or
rotates it by an angle αaround a fixed axis relative to
the other device (i.e. applies the rotation Rα, if x= 2).
After the rotation, the physical system is prepared and
sent to the second device. The second device produces
an outcome b∈ {±1}, and is described by a POVM
(positive operator-valued measure) {Mb}. Minimal as-
sumptions are made about the devices [20], such that
ρ1and Mbare treated as unknown and may fluctuate
according to some shared random variable λ.
While we allow such shared randomness (see Eq. (7)
below), we do not allow shared entanglement between
preparation and measurement devices, which is a stan-
dard assumption in the semi-DI context [21]. Disallow-
ing this, and demanding that the full preparation device
is rotated, prevents the rotation from being applied only
to a part of the emitted system, which in turn prevents
the appearance of detectable relative phases like (1)
for a 2π-rotation of spin-1/2fermions.
Well-known arguments (e.g. in [22, Sec. 13.1]) im-
ply that fundamental symmetries, such as the rotations
Rα, must act as unitary transformations Uαon Hilbert
space, furnishing a projective representation of the sym-
metry group (here SO(2)). All finite-dimensional pro-
jective representations of SO(2) can be written in the
form
Uα=
J
M
j=J
eijα1nj,(1)
where jruns over either integers or half-integers, and
nj∈ {0,1,2. . .}. The assumption about the response
of the system to rotations is implemented via an up-
per bound Jon the absolute value of these labels. For
details see Appendix B.
Fixing some J∈ {0,1
2,1,3
2, . . .}introduces an as-
sumption on the physical system that is sent from the
preparation to the measurement device, namely, on its
possible response to spatial rotations. This is what
makes our scenario semi-DI, and what replaces the more
common assumption on the Hilbert space dimension of
the transmitted system. It is important to note that we
do not fix the numbers nj, thus allowing for the num-
ber of copies to vary, i.e. the Hilbert space dimension is
not bounded by this. The number Jupper-bounds the
spin or angular momentum quantum number associated
with the physical system that is sent from the prepara-
tion to the measurement device. For example, if we
have a single particle of spin J, then Uα= exp(iαZJ),
where ZJ= diag(J, J 1,...,J)is the spin-Jrepre-
sentation of the Pauli Zmatrix, such that nj= 1 for
j=J, J+ 1, . . . , J. However, since the njare arbi-
trary, the representation (1) is allowed to be reducible,
which includes the case of composite systems. For ex-
ample, if the measurement probes helicity with a po-
larizer, then sending a single photon corresponds to a
scenario with J= 1, and Nphotons to J=N[25].
Moreover, every J> N will serve as a valid upper
bound.
Our mathematical formulation does not presuppose
that the SO(2)-representation must arise from spatial
rotations: it could also arise for some other reason, e.g.
from periodicity of time evolution. However, the spe-
cial case that the preparation device is physically ro-
tated in space is a paradigmatic instance in which the
group symmetry is manifestly imposed from special co-
variance [24].
We are interested in the possible correlations between
outcome band setting xthat can be obtained under
an assumption on Jvia Eq. (1) in the quantum case.
Let us for the moment assume that the initial state ρ1
is a pure state ρ1=|ϕ1ϕ1|, then |ϕ2=Uα|ϕ1is
prepared on input x= 2, and the observable M=M1
M1characterizes the measurement procedure. If we
consider all possible pure states |ϕxand observables M
arising from POVMs {Mb}b∈{−1,+1}in this way, then
QJ,α :={(E1, E2)|Ex=ϕx|M|ϕx,|ϕ2=Uα|ϕ1⟩}
(2)
2
is the set of all possible correlations arising in our sce-
nario, and Ex=P(+1|x)P(1|x)characterizes the
bias of the outcome toward ±1for a given x. In [9]
it was shown that when the states that may be sent
in a general prepare-and-measure scenario have overlap
γ≥ |⟨ϕ1|ϕ2⟩|, the set of possible correlations is charac-
terized by the inequality
1
2p1 + E1p1 + E2+p1E1p1E2γ. (3)
We show in Section Athat for our scenario,
γ= min |⟨ϕ1|ϕ2⟩| =cos(Jα)if |Jα|<π
2
0if |Jα| ≥ π
2
.(4)
The bound γdescribes the smallest possible overlap of
any initial state with its rotation by α, given that the
absolute value of its spin is at most J. From [9], it
follows that (3) and (4) define some set of correlations
e
QJ,α (see Fig. 2), of which we know that our set of
interest is a subset: QJ,α e
QJ,α. In Appendix C, we
show that the two sets are in fact identical: the extremal
boundary of e
QJ,α can be realized via rotations of the
family of states (|j+e|j)/2, hence QJ,α =e
QJ,α.
The set QJ,α grows with Jα until Jα =π/2, at which
point a |ϕ1exists such that |ϕ2=Uα|ϕ1is orthogo-
nal to it. If |ϕ1and |ϕ2are perfectly distinguishable,
there exist (even deterministic) strategies to generate
all conceivable correlations.
Anticipating the generation of private randomness as
discussed further below, we define classical correlations
as convex combinations of deterministic behaviors, i.e.
Eλ:= (E1, E2)∈ {±1} × {±1}, that again satisfy the
maximum spin Jbound:
CJ,α :={E=X
λ
p(λ)Eλ|EλQJ,α,Eλ∈ {±1}×{±1}},
(5)
where {p(λ)}λis a probability distribution. If Jα <
π/2, the states are not perfectly distinguishable, and so
correlations are limited to Eλ= (±1,±1); alternatively,
if Jα π/2, the states can be perfectly distinguishable,
(+1,+1)(-1,+1)
(+1,-1)(-1,-1)
E2
E1
Figure 2: The quantum sets QJ,α (dark blue) and the classical
sets CJ,α (dark red; line E1=E2), and the quantum and
classical relaxed sets Qδ
J,α and Cδ
J,α for δ∈ {0.15,0.3}. We set
J= 1 and α= 0.66 in this figure.
and so Eλ= (±1,1) are also possible correlations.
Convex combinations of the former case gives the set
CJ,α ={(E1, E2)|1E1=E21}, whilst the latter
case gives all possible correlations.
So far only pure states have been considered. How-
ever, it turns out that this is sufficient, as the set of
mixed state correlations, defined by
Q
J,α :={(E1, E2)|Ex= tr(Mρx), ρ2=Uαρ1U
α},(6)
coincides precisely with QJ,α. Clearly QJ,α ⊆ Q
J,α,
and the converse Q
J,α ⊆ QJcan be proven by purify-
ing arbitrary states ρusing an ancilla system, without
adding any spin (for details, see D). Thus, the set QJ
is convex, which means that it also describes scenarios
where preparation ρ1and measurements Mbfluctuate
according to some shared random variable λdistributed
p(λ), i.e.
P(b|α) = X
λ
p(λ)tr(Mb(λ)Uαρ1(λ)U
α)(7)
(where the input x∈ {0, α}is chosen independently
from λ). So far we have assumed that the constraint on
the maximum spin Jholds exactly and in every run of
the experiment. However, in a more realistic scenario,
one may want to grant room for imperfections. This
can be taken into account by trusting only that the
constraint strictly holds with probability 1δ, with
0δ < 1, but for probability δthe system might carry
arbitrarily high spin. This leads to the relaxed quantum
set
Qδ
J,α = (1 δ)QJ+δ[1,+1] ×[1,+1](8)
depicted in Fig. 2. Similarly, replacing Qby Cin this
expression defines the classical relaxed set Cδ
J,α. For a
full characterization of the relaxed quantum and classi-
cal sets, see Appendix E, where we also discuss types of
experimental uncertainties for which these sets are phys-
ically relevant. For example, we show that for coherent
states, where the photon number nfollows a Poisson dis-
tribution on Fock space, the relaxed quantum set Qδ
J,α
with δ=O(η1/4)contains the relevant set of possible
correlations, with η:= Prob(n > N)giving the proba-
bility of a constraint on J(= N)failing (which tends to
zero exponentially in N).
4 Generating private randomness
Adapting the results of [17], we can show that corre-
lations in QJ,α outside of the classical set admit the
generation of private randomness. Consider an eaves-
dropper Eve with classical (but no quantum) side infor-
mation who tries to guess the value of b. Alice, who
uses the setup of Fig. 1to generate private random
outcomes b, will in general not have complete knowl-
edge of all variables λΛof relevance for the exper-
iment, which is expressed in Eq. (7) by P(b|x)being
the mixture Pλp(λ)P(b|x, λ). Eve, however, may have
3
additional relevant information λ(in addition to know-
ing the inputs x). It is straightforward to see that
if p(λ)>0, then Eve cannot perfectly predict b(i.e.
0< P (b|x, λ)<1) if the observed correlations Eare
outside of the classical set CJ,α, as long as the semi-DI
assumption is also satisfied for every given value of λ.
In order to generate private randomness in our sce-
nario, Alice would like to guarantee that the conditional
entropy H(B|X, Λ) = Pb,x,λ p(b, x, λ) log2p(b|x, λ)
is large, quantifying Eve’s difficulty to predict b.
Since H(B|X, Λ) = Pλp(λ)H(Eλ)where H(E) :=
1
2Pb,x
1+bEx
2log 1+bEx
2, the amount of conditional
entropy Hthat Alice can guarantee if she observes
correlations E= (E1, E2), i.e. H(B|X, Λ) H, is de-
termined by the optimization problem
H= min
{p(λ),Eλ}X
λ
p(λ)H(Eλ)
subject to X
λ:Eλ∈Qω
J,α
p(λ)1ε
and X
λ
p(λ)Eλ=E.(9)
That is, Htells us the number of certified bits of pri-
vate randomness against Eve, under the assumption
that the transmitted systems have spin at most J
or, rather, when this assumption holds approximately
(up to some ω), with high probability (1 ε). This
quantity is non-zero, HH
ε,ω>0, whenever the
observed correlations are outside of the relaxed classical
set, E̸∈ Cε
J,α. For ε=ω= 0, this optimization prob-
lem is equivalent to the one in [17, Sec. 3.2] for the case
that there is, in the terminology of that paper, no max-
average assumption (see Appendix F). For determining
the numerical value of H
0,0, we thus refer the reader
to [17]. Furthermore, as we show in Appendix G, we
have a robustness bound for H
ε,ω, which reads
H
0,0H
ε,ω
H
0,0+c(ε+ω)+ log(1 ε)εlog(2)
1ε,
where c= 2 cot(Jα)/J. Thus, for small ε, ω > 0, the
number of certified random bits can still be well approx-
imated by using the results of [17] for ε=ω= 0.
5 Rotation boxes
We now drop the assumption that quantum theory
holds, and consider the most general form the proba-
bilities P(b|α)may take that is consistent with the ro-
tational symmetry of the setup while implementing our
spin bound. As discussed later in more detail in Sec-
tion 5.1, to every prepare-and-measure scenario, we can
associate a convex set of states in a real vector space (in
quantum theory, these are the density operators in the
space of Hermitian matrices). Covariance implies [22]
that spacetime symmetries (and hence their subgroup
SO(2)) have linear representations on this space, nec-
essarily characterized by a maximum charge (“spin”) J.
As shown later in Section 5.1, it follows that
P(b|α) =
2J
X
k=0 c(b)
kcos(kα) + s(b)
ksin(kα),(10)
with suitable coefficients c(b)
k,s(b)
k. In quantum the-
ory in particular, if P(b|α)satisfies Eq. (7) and Uα
satisfies the semi-DI assumption Eq. (1), then it is of
the form (10). Conversely, we show [24] that every
“rotation box” P(b|α)of the form (10), yielding valid
outcome probabilities between 0and 1, comes from
a representation of SO(2) on some (in general non-
quantum) probabilistic theory with maximal spin J.
Since P(+1|α) + P(1|α)=1, the set of possible spin-
Jquantum and rotation boxes respectively can be de-
noted by
QJ:= {α7→ P(+1|α)|P(b|α)is of the form (7)},
RJ:= {α7→ P(+1|α)|P(b|α)is of the form (10)},
where, for QJ, we assume that Uαis of the form (1).
We have just seen that QJ⊆ RJ. Trivially, Q0=R0
is the set of constant probability functions, and it can
be shown that Q1/2=R1/2(see Appendix I). How-
ever, in [24], we show that QJRJ, i.e. that there are
more general ways to respond to spatial rotations than
allowed by quantum theory, if J3/2.
5.1 The physical meaning of rotation boxes
Natural extensions of quantum theory are often phrased
within the language of generalized probabilistic theo-
ries (GPTs) [2932]. In particular, all possible con-
sistent statistical descriptions of prepare-and-measure
scenarios can be described by a GPT system [33]. A
GPT system Aconsists of vector space VA(here taken
to be finite-dimensional), a state space AVA, an
effect space EAV
Aand a set of transformations
TA⊂ L(VA). In summary, preparation procedures are
described by states ωA, outcomes of measurements
by effects e∈ EA, and transformations Tby linear maps
on T∈ TAsuch that (e, T ω)is the probability to obtain
the corresponding outcome, following the preparation
and transformation procedures. Quantum systems over
Cnare special cases of GPT systems, with VAthe space
of Hermitian complex n×nmatrices, Athe set of den-
sity matrices, EAthe set of POVM elements, and TAthe
completely positive trace-preserving maps.
Now, assuming the rotational covariance of physics,
similar arguments as in the quantum case [22] imply
that there must be a representation of SO(2) on the
state space. First considering QT, the most general rep-
resentation acting on a Hilbert space is given by equa-
tion (1), which induces a representation on the real vec-
tor space of Hermitian matrices (and therefore also on
the state space of density matrices) Uα(ρ) := UαρU
α.
In a suitable basis, the superoperator Uαhas the block
4
matrix form [24]
Uα=1
2J
M
k=1
1mkcos (kα)sin (kα)
sin (kα) cos (kα).(11)
This must be true because every representation of SO(2)
on a finite-dimensional real vector space is of this form.
To say that a quantum system carries a representation
of SO(2) of this form, with m2J̸= 0, is equivalent to say-
ing that the all outcome probabilities tr(MUαρU
α)are
trigonometric polynomials in α(i.e. of the form (10)),
and the maximal degree over all states ρand POVM el-
ements Mis equals 2J. These are two equivalent ways
of saying that we have a quantum spin-Jsystem.
We can now drop the assumption that quantum the-
ory holds, and say that a GPT system is a spin-Jsystem
if it carries a representation of SO(2) as transformations
Tαthat can be decomposed as in (11). Similarly as in
quantum theory, this is equivalent to saying that all out-
come probabilities (e, Tαω)are trigonometric polynomi-
als in α, of maximal degree 2J. Moreover, all rotation
box probabilities P(b|α)of Equation (10) can be seen
as arising from some spin-JGPT system [24].
The “post-quantum number” Jbehaves in similar
ways as its quantum counterpart. For example, placing
two independent rotation boxes P1and P2side by side
gives a resulting box P(b1, b2|α) := P1(b1|α)P2(b2|α)
with J=J1+J2. This is in line with particle physics
intuition by hinting at Jbeing related to the number of
constituents or “size” of the physical system.
5.2 Agreement of correlation sets
If we consider only two possible inputs, x∈ {1,2}, with
corresponding rotations by 0and α(which is a fixed
angle), the resulting set of rotation box correlations is
RJ,α :={(E1, E2)|E1=P(+1|0)P(1|0),
E2=P(+1|α)P(1|α), P as in (10)}.(12)
Obviously QJ,α ⊆ RJ, but we can say more:
Theorem 1. For every fixed angle α, the quantum set
coincides with the rotation box set, i.e. QJ=RJ,α.
Proof. Clearly QJ⊆ RJ,α. We use [26, Chapter 4,
Thm. 1.1]: If Tis a trigonometric polynomial of degree
nwith 1T(x)1x, then
T(x)2+n2T(x)2n2.(13)
Suppose that Pdefines some spin-Jrotation box corre-
lation, i.e. P(+|α)is a trigonometric polynomial of de-
gree at most 2J, taking values in the interval [0,1] for
all α. Define T(α):=P(+|α)P(−|α)=12P(+|α),
which is a trigonometric polynomial of degree n= 2J
with 1T(α)1. Rewrite (13) as T(x)
2Jp1T(x)2and set Ex:= T(0) and Ex:= T(αε),
then
αε=Zαε
0
Zαε
0
T(α)
2Jp1T(α)2
=1
2JZEx
Ex
dy
p1y2
=1
2J(arcsin Exarcsin Ex),
where we have substituted y=T(α). It follows that
1
2|arcsin E2arcsin E1| ≤ Jα. (14)
For Jα π/2, the set RJ,α contains all possible corre-
lations, as in the quantum case. For Jα < π/2, taking
the cosine of both sides of (14) reproduces, after some
elementary manipulations (see Appendix J), precisely
the conditions of the quantum set, as in (3) and (4),
hence (E1, E2)∈ QJ,α, and so RJ⊆ QJ,α.
This shows that the set of quantum correlations in
our setup can be understood as a consequence of the in-
terplay of probabilities and spatial symmetries, without
assuming the validity of quantum theory. Notably, [27]
also identify a general polytope Gthat characterizes the
set of correlations under an abstract informational re-
striction [28] when no assumption is made on the un-
derlying physical theory, and in the simplest case of
two inputs, this polytope agrees with the set of achiev-
able quantum correlations. Here, however, we show that
a physically well-motivated assumption reproduces the
curved boundary of the set of quantum correlations ex-
actly, for all J. Moreover, Theorem 1 implies that the
amount of certifiable randomness Hremains correct
even if the validity of quantum theory is not assumed.
To the best of our knowledge, there has not been a
description of a semi-DI prepare-and-measure scenario
with this property in earlier work.
6 Post-quantum security
The equality RJ,α =QJimplies that the semi-DI
protocol above is secure against post-quantum eaves-
droppers. While Alice observes quantum correlations
E∈ QJ,α, i.e. of the form (7), it is conceivable that
these are actually mixtures of beyond-quantum rotation
boxes Eλ∈ Rω
J,α such that E=Pλp(λ)Eλ, where Eve
may have access to beyond-quantum physics and know
the value of λ. To see how many bits of private random-
ness HAlice can guarantee against Eve in this case,
the optimization problem (9) has to be altered by re-
laxing the condition on Eλ∈ Qω
J,α to Eλ∈ Rω
J,α, i.e.
by only demanding that every transmitted system is, up
to probability ε, approximately a (not necessarily quan-
tum) rotation box of maximal spin J. However, since
Rω
J,α =Qω
J,α, the optimization problem and hence H
are unaffected by this. Moreover, the definition of the
classical set CJ,α as the mixtures of the possible deter-
ministic correlations is the same, regardless of whether
5
摘要:

Theory-independentrandomnessgenerationfromspatialsymmetriesCarolineL.Jones1,2,StefanL.Ludescher1,2,AlbertAloy1,2,andMarkusP.Müller1,2,31InstituteforQuantumOpticsandQuantumInformation,AustrianAcademyofSciences,Boltzmanngasse3,A-1090Vienna,Austria2ViennaCenterforQuantumScienceandTechnology(VCQ),Facult...

展开>> 收起<<
Theory-independent randomness generation from spatial symmetries.pdf

共23页,预览5页

还剩页未读, 继续阅读

声明:本站为文档C2C交易模式,即用户上传的文档直接被用户下载,本站只是中间服务平台,本站所有文档下载所得的收益归上传人(含作者)所有。玖贝云文库仅提供信息存储空间,仅对用户上传内容的表现方式做保护处理,对上载内容本身不做任何修改或编辑。若文档所含内容侵犯了您的版权或隐私,请立即通知玖贝云文库,我们立即给予删除!
分类:图书资源 价格:10玖币 属性:23 页 大小:1.01MB 格式:PDF 时间:2025-05-06

开通VIP享超值会员特权

  • 多端同步记录
  • 高速下载文档
  • 免费文档工具
  • 分享文档赚钱
  • 每日登录抽奖
  • 优质衍生服务
/ 23
客服
关注