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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>SOLVING THE UHLMANN EQUATION FOR THE BURES- FISHER METRIC ON THE SUBSET OF RANK-DEFICIENT QUDIT STATES</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>M. Bures</string-name>
          <email>bures@physics.muni.cz</email>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff4">4</xref>
          <xref ref-type="aff" rid="aff5">5</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>A. Khvedelidze</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
          <xref ref-type="aff" rid="aff4">4</xref>
          <xref ref-type="aff" rid="aff5">5</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>D. Mladenov</string-name>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff4">4</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>A.Razmadze Mathematical Institute, Iv.Javakhishvili Tbilisi State University</institution>
          ,
          <addr-line>Tbilisi</addr-line>
          ,
          <country country="GE">Georgia</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Faculty of Physics, Sofia University “St. Kliment Ohridski”</institution>
          ,
          <addr-line>5 James Bourchier Blvd, 1164 Sofia</addr-line>
          ,
          <country country="BG">Bulgaria</country>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>Institute of Experimental and Applied Physics Czech Technical University in Prague</institution>
          ,
          <addr-line>Husova 240/5 110 00 Prague 1.</addr-line>
          <country country="CZ">Czech Republic</country>
        </aff>
        <aff id="aff3">
          <label>3</label>
          <institution>Institute of Quantum Physics and Engineering Technologies, Georgian Technical University</institution>
          ,
          <addr-line>Tbilisi</addr-line>
          ,
          <country country="GE">Georgia</country>
        </aff>
        <aff id="aff4">
          <label>4</label>
          <institution>Martin Bures</institution>
          ,
          <addr-line>Arsen Khvedelidze, Dimitar Mladenov</addr-line>
        </aff>
        <aff id="aff5">
          <label>5</label>
          <institution>Meshcheryakov Laboratory of Information Technologies, Joint Institute for Nuclear Research</institution>
          ,
          <addr-line>Dubna</addr-line>
          ,
          <country country="RU">Russia</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2021</year>
      </pub-date>
      <fpage>5</fpage>
      <lpage>9</lpage>
      <abstract>
        <p>consisting of rank-k density matrices is given by a solution to the Uhlmann equation. Solving the</p>
      </abstract>
      <kwd-group>
        <kwd>The Bures-Fisher metric on the subset</kwd>
        <kwd>of the state space of an N-level quantum system</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>Uhlmann</p>
      <p>equation
union of strata
on,
we
use
its
decomposition into a finite
of different SU(N) orbit types with all admissible isotropy groups Hα .
Solution to the Uhlmann equation on the corresponding orbits stratum
defines uniquely the</p>
    </sec>
    <sec id="sec-2">
      <title>Bures-Fisher metric for a rank deficient states.</title>
      <sec id="sec-2-1">
        <title>1. Introduction</title>
        <p>Modern developments in theoretical quantum metrology have given rise to a fresh
interest in the quantum Fisher information and the corresponding Riemannian geometry structure, the
Bures metrics on the state space of a finite dimensional quantum system (see e.g. the review in [1] and
references therein). Currently, it is a common view that:
• the Bures metric is locally equivalent to a Riemannian metric determined by the quantum analog
of the Fisher information matrix [2, p.262];
• the quantum Fisher information matrix and the Bures metric are equivalent to each other, except
at the points where the rank of the density matrix changes [3-6];</p>
        <p>To clarify these interrelations, the knowledge of generic topological features and differential
geometrical properties of the convex body of quantum states is very useful. More precisely, aiming to
determine the Bures-Fisher metric on the subset of fixed rank-k states, , it is helpful to
decompose it into components of strata of orbits of adjoint action of the unitary group. This
decomposition follows by combining two partitions of the state space into different topological
subspaces. The first one is a well-defined partition, the stratification of into unitary orbit types:
where
the isotropy group
, consisting of
is the stratum associated to
. The second partition is the decomposition of the state space into subsets</p>
        <p>density matrices of rank ,</p>
        <p>
          Comparing (
          <xref ref-type="bibr" rid="ref1">1</xref>
          ) and (
          <xref ref-type="bibr" rid="ref2">2</xref>
          ), we arrive at the decomposition of each component
rank-k as a union of orbits of certain types,
(
          <xref ref-type="bibr" rid="ref1">1</xref>
          )
of a fixed
(
          <xref ref-type="bibr" rid="ref2">2</xref>
          )
(
          <xref ref-type="bibr" rid="ref3">3</xref>
          )
        </p>
        <p>
          In the next section, we briefly summarize the results of studying the Uhlmann equation (
          <xref ref-type="bibr" rid="ref4">4</xref>
          ) on
each component of (
          <xref ref-type="bibr" rid="ref3">3</xref>
          ). It will be outlined that the knowledge of the topological decomposition (
          <xref ref-type="bibr" rid="ref3">3</xref>
          ) and
the unique Bures-Fisher metric on unitary strata allows to define the corresponding metric
on rank-k subset and analyze the singularities of this metric in the neighbourhood of states
with different ranks.
2. Bures-Fisher metric from the Uhlmann equation
        </p>
        <p>Let be an element of , a set of unit trace semi-positive
. For a given , consider the equation
density matrices of rank
for an unknown 1-form
Fisher metric on
as</p>
        <p>
          . According to A.Uhlmann [7], the solution to (
          <xref ref-type="bibr" rid="ref4">4</xref>
          ) determines the
Bures
        </p>
        <p>
          In order to treat as a Riemannian manifold endowed with the Bures-Fisher metric, we
need to analyze the existence and uniqueness of the solution to (
          <xref ref-type="bibr" rid="ref4">4</xref>
          ) for all k=1,2,..., N. Following the
standard theory of systems of linear equations, one can easily formulate the corresponding conditions
on the density matrix, which guarantee the existence and uniqueness of the Bures-Fisher metric (
          <xref ref-type="bibr" rid="ref5">5</xref>
          ).
The Uhlmann equation, being a system of linear equations, has its solution represented as
where
is some particular solution and
        </p>
        <p>
          stands for a general solution of the corresponding
homogeneous equation. If then is trivial, while for singular density matrices, i.e.
rank deficient states with , the number of linearly independent solutions of
the homogeneous Uhlmann equation is . However, it can be shown that the metric form (
          <xref ref-type="bibr" rid="ref5">5</xref>
          ),
evaluated at the vectors tangent to turns out to be independent of all parameters in the
solution to the Uhlmann equation. To verify these statements, we note that equation (
          <xref ref-type="bibr" rid="ref4">4</xref>
          ) is a special
form of the famous Sylvester matrix equation with matrices
for an unknown matrix X:1
        </p>
        <p>AX + XB = C.</p>
        <p>
          In 1884, Sylvester (cf.[8]) considered the homogeneous version of this equation and thereby
showed that the condition for (
          <xref ref-type="bibr" rid="ref7">7</xref>
          ) to have a unique solution is that A and −B have no eigenvalues in
common. Following these propositions for equal Hermitian matrices A=B=A†, one can prove that
a) equation (
          <xref ref-type="bibr" rid="ref4">4</xref>
          ) admits the Bures-Fisher metric on states of all possible ranks;
b) for rank deficient states, rank (ρ)=k&lt;N, the solution to (
          <xref ref-type="bibr" rid="ref4">4</xref>
          ) is not unique, but the Bures-Fisher metric
(
          <xref ref-type="bibr" rid="ref5">5</xref>
          ) on every singular stratum is unique iff all directions of the variation dρ are tangent to the
hypersurface of fixed rank matrices;
c) the SVD decomposition of density matrices on each component in (
          <xref ref-type="bibr" rid="ref3">3</xref>
          ) allows for an explicit
solution to the Uhlmann equation to be written and define the Bures-Fisher metric on the product of
the generalized flag manifold SU(N)/Hα and k-simplex.
3. Concluding remarks: Bures-Fisher metric on qubit fixed rank states
        </p>
        <p>A detailed proof and explicit formulae for the generic case will be presented elsewhere. Here
we only state results for the case of a 2-level system, a single qubit.</p>
        <p>
          For a single qubit, there are two types of SU(
          <xref ref-type="bibr" rid="ref2">2</xref>
          )-orbits, labeled by the corresponding isotropy
(
          <xref ref-type="bibr" rid="ref4">4</xref>
          )
(
          <xref ref-type="bibr" rid="ref5">5</xref>
          )
(
          <xref ref-type="bibr" rid="ref6">6</xref>
          )
(
          <xref ref-type="bibr" rid="ref7">7</xref>
          )
group
(
          <xref ref-type="bibr" rid="ref1">1</xref>
          ) of the single qubit state space
, respectively. For the maximally mixed state, H0=SU(
          <xref ref-type="bibr" rid="ref2">2</xref>
          ), and for generic states,
up to conjugation. The sought-for orbit types, the stratification
is given by the following components:
        </p>
      </sec>
    </sec>
    <sec id="sec-3">
      <title>Hence, the components of the partition</title>
      <p>with respect to the rank are:
Using the SVD decomposition of a qubit state,
the Euler (3-2-3)-parameterization by angles
corresponding Bures-Fisher metric are:
, with the unitary factor U in
, the solutions to the Uhlmann equation for the
,
,
,
.</p>
      <p>.</p>
      <p>
        (
        <xref ref-type="bibr" rid="ref8">8</xref>
        )
(
        <xref ref-type="bibr" rid="ref9">9</xref>
        )
(10)
(11)
(12)
(max. mixed stratum)
(generic stratum)
where denotes the Bloch radius of a qubit. Now passing to the new coordinate
χ=arcsin(r), we identify the maximal rank stratum with the Uhlmann 3-hemisphere (cf. [9]) of
radius , embedded in a standard way into the Euclidean space and the Bures-Fisher metric is
identical to the induced metric:
,
(13)
while the Bures-Fisher metric
on rank-1 states,
, is the standard round metric on the
2sphere
      </p>
      <sec id="sec-3-1">
        <title>4. Acknowledgement</title>
        <p>This work was supported in part by the “Bulgaria-JINR” and “Czech Republic-JINR”
Collaborative grants. Additionally, the work of MB was supported in part by the EU Regional
Development Fund-Project No. CZ.02.1.01/0.0/0.0/16019/0000766. AK acknowledges the financial
support of the Shota Rustaveli National Science Foundation of Georgia, Grant FR-19-034. DM was
supported in part by the Bulgarian National Science Fund research grant DN 18/3.</p>
      </sec>
    </sec>
  </body>
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