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<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>USING SINGULAR PERTURBATED SYSTEMS OF DIFFERENCIAL EQUATIONS OF INFINITE ORDER FOR COUNTABLE MARKOV CHAINS ANALYSIS*</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Sergey Vasilyev</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Galina Tzareva G.O.</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Peoples' Friendship University of Russia</institution>
          ,
          <addr-line>Moscow</addr-line>
          ,
          <country country="RU">Russia</country>
        </aff>
      </contrib-group>
      <fpage>15</fpage>
      <lpage>20</lpage>
      <abstract>
        <p />
      </abstract>
      <kwd-group>
        <kwd>x = f ( x(t</kwd>
        <kwd>g x )</kwd>
        <kwd>y(t</kwd>
        <kwd>g y )</kwd>
        <kwd>t )</kwd>
        <kwd> y == F (x(t</kwd>
        <kwd>gx )</kwd>
        <kwd>y(t</kwd>
        <kwd>g y )</kwd>
        <kwd>t)</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>АННОТАЦИЯ
Introduction</p>
      <p>The recent research of service networks with complex routing discipline in [16], [17], [18]
transport networks [1], [4], [5] faced with the problem of proving the global convergence of the solutions of
certain infinite systems of ordinary differential equations to a time-independent solution. Scattered results
of these studies, however, allow a common approach to their justification. This approach will be expounded
here. In work [11] the countable systems of differential equations with bounded Jacobi operators are
studied and the sufficient conditions of global stability and global asymptotic stability are obtained. In [10]
it was considered finite closed Jackson networks with N first come, first serve nodes and M customers.
In the limit M   , N   , M / N   &gt; 0 , it was got conditions when mean queue lengths are
uniformly bounded and when there exists a node where the mean queue length tends to infty under the
above limit (condensation phenomena, traffic jams), in terms of the limit distribution of the relative
utilizations of the nodes. It was deriven asymptotics of the partition function and of correlation functions.</p>
      <p>Cauchy problems for the systems of ordinary differential equations of infinite order was
investigated A.N. Tihonov [13], K.P. Persidsky [12], O.A. Zhautykov [19], [20], Ju. Korobeinik [7] other
researchers.</p>
      <p>It was studied the singular perturbated systems of ordinary differential equations by A.N. Tihonov
[14], A.B. Vasil’eva [15], S.A. Lomov [9] other researchers.</p>
      <p>A particular our interest is the synthesis all these methods and its applications in
telecommunications. In this paper we apply methods from [11] for the singular perturbated systems of
ordinary differential equations of infinite order of Tikhonov-type.</p>
      <p>TIKHONOV-TYPE CAUCHY PROBLEMS FOR SYSTEMS OF ORDINARY DIFFERENTIAL EQUATIONS OF
INFINITE ORDER WITH A SMALL PARAMETER</p>
      <p>Let us consider Tikhonov-type Cauchy problems for systems of ordinary differential equations of
infinite order with a small parameter  and initial conditions:
x = f ( x(t, g x ), y(t, g y ), t ),
 y = F ( x(t, gx ), y(t, g y ), t);
x(t0 , g x ) = gx ,
y(t0 , g y ) = g y ,
where x, f  X , X  Rn</p>
      <p>
        are n-dimensional functions; y, F  Y , Y  l1 are infinite-dimensional
functions and t t0 , t1  ( t0 &lt; t1   ), t T , T  R ; gx  X and g y  Y are given vectors,  &gt; 0 is a
small real parameter;
x(t, gx )
and
y(t, g y )
are
solutions
of (
        <xref ref-type="bibr" rid="ref1">1</xref>
        )-(
        <xref ref-type="bibr" rid="ref2">2</xref>
        ). Given functions
f ( x(t, gx ), y(t, g y ), t ) and F ( x(t, g x ), y(t, g y ), t) are continuous functions for all variables. Let S is
an integral manifold of the system (
        <xref ref-type="bibr" rid="ref1">1</xref>
        )-(
        <xref ref-type="bibr" rid="ref2">2</xref>
        ) in X  Y  T . If any point t*  t0 , t1  (x(t*), y(t*), t*)  S of
trajectory of this system has at least one common point on S this trajectory ( x(t, G ), y(t, g ), t)  S
belongs the integral manifold S totally. If we assume in (
        <xref ref-type="bibr" rid="ref1">1</xref>
        )-(
        <xref ref-type="bibr" rid="ref2">2</xref>
        ) that  = 0 than we have a degenerate
system of the ordinary differential equations and a problem of singular perturbations
x = f (x(t, gx ), y(t), t ),
0 = F (x(t, g x ), y(t ), t);
x(t0 , gx ) = gx ,
where the dimension of this system is less than the dimension of the system (
        <xref ref-type="bibr" rid="ref1">1</xref>
        )-(
        <xref ref-type="bibr" rid="ref2">2</xref>
        ), since the relations
F ( x(t), y(t), t) = 0 in the system (
        <xref ref-type="bibr" rid="ref3">3</xref>
        ) are the algebraic equations (not differential equations). Thus for the
system (
        <xref ref-type="bibr" rid="ref3">3</xref>
        ) we can use limited number of the initial conditions then for system (
        <xref ref-type="bibr" rid="ref1">1</xref>
        )-(
        <xref ref-type="bibr" rid="ref2">2</xref>
        ). Most natural for this
case we can use the initial conditions x(t0 , gx ) = gx for the system (
        <xref ref-type="bibr" rid="ref3">3</xref>
        ) and the initial conditions
y(t0 , g y ) = g y disregard otherwise we get the overdefined system. We can solve the system (
        <xref ref-type="bibr" rid="ref3">3</xref>
        ) if the
equation F ( x(t), y(t), t) = 0 could be solved. If it is possible to solve we can find a finite set or countable
set of the roots yq (t, g x ) = uq ( x(t, g x ), t) where q  N .
      </p>
      <p>
        If the implicit function F ( x(t), y(t), t) = 0 has not simple structure we must investigate the
question about the choice of roots. Hence we can use the roots yq (t, g x ) = uq ( x(t, g x ), t) ( q  N ) in (
        <xref ref-type="bibr" rid="ref3">3</xref>
        )
and solve the degenerate system
xd = f (xd (t, g x ), uq (xd (t, g x ), t), t);
yd (t0 , g x ) = g x .
      </p>
      <p>
        Since it is not assumed that the roots yq (t, g x ) = uq ( x(t, g x ), t) satisfy the initial conditions of the Cauchy
problem (
        <xref ref-type="bibr" rid="ref1">1</xref>
        )-(
        <xref ref-type="bibr" rid="ref2">2</xref>
        ) ( yq (t0 )  gx , q  N ), the solutions y(t, g y ) (
        <xref ref-type="bibr" rid="ref1">1</xref>
        )-(
        <xref ref-type="bibr" rid="ref2">2</xref>
        ) and yq (t, g x ) do not close to each
other at the initial moments of time t &gt; 0 . Also there is a very interesting question about behaviors of the
solutions x(t, gx ) of the singular perturbated problem (
        <xref ref-type="bibr" rid="ref1">1</xref>
        )-(
        <xref ref-type="bibr" rid="ref2">2</xref>
        ) and the solutions xd (t, g x ) of the
degenerate problem (
        <xref ref-type="bibr" rid="ref4">4</xref>
        ). When t = 0 we have x(t0 , g x ) = xd (t0 , gx ) . Do these solutions close to each
other when t  t0 , t1  ? The answer to this question depends on using roots yq (t, g x ) = uq ( x(t, g x ), t)
and the initial conditions which we apply for the systems (
        <xref ref-type="bibr" rid="ref1">1</xref>
        )-(
        <xref ref-type="bibr" rid="ref2">2</xref>
        ) and (
        <xref ref-type="bibr" rid="ref3">3</xref>
        ).
      </p>
      <p>LOCAL EXISTENCE THEOREM FOR CAUCHY PROBLEMS FOR SYSTEMS OF ORDINARY DIFFERENTIAL
EQUATIONS OF INFINITE ORDER</p>
      <p>
        Let Tikhonov-type Cauchy problems for systems of ordinary differential equations of infinite order
with a small parameter  &gt; 0 and initial conditions (
        <xref ref-type="bibr" rid="ref1">1</xref>
        )-(
        <xref ref-type="bibr" rid="ref2">2</xref>
        ) has a form:
z = P(z(t, G,  ), t,  );z(t0 , G,  ) = G,
z = (x1, x2 ,..., xn , y1, y2 ,...)T ,
P(z(t, G,  ), t,  ) = ( f1, f2 ,..., fn ,  1F1,  1F2 ,...)T ,
      </p>
      <p>G = (g x1, g x2 ,..., gxn , g y1, g y2 ,...)T
where P( z(t, G,  ), t,  ) is the infinite-dimensional function; G is the given vector; t t0 , t1  (
t0 &lt; t1   ).</p>
      <p>
        Let z(t, G,  ) be a continuously differentiable solution of the Cauchy problems (
        <xref ref-type="bibr" rid="ref5">5</xref>
        ) then there are
(t, G,  ) = z(t, G,  ) / G , (t, G,  ) = z(t, G,  ) /  where (t, G,  ) and (t, G,  ) satisfy
(
        <xref ref-type="bibr" rid="ref4">4</xref>
        )
(
        <xref ref-type="bibr" rid="ref5">5</xref>
        )
(
        <xref ref-type="bibr" rid="ref6">6</xref>
        )
of the system of ordinary differential equations in variations:
z = P( z(t, G,  ), t,  ),
 (t, G,  ) = J z (t, G,  )(t, G,  ),
 (t, G,  ) = J z (t, G,  )(t, G,  )   (t, G,  );
z(t0 , G,  ) = G, (t0 , G,  ) = I , (t0 , G,  ) = 0,t0  T ,
J z (t, G,  ) = (Pi / z j )i, j=1 is Jacobi matrix, I is an
identity
operator
and
where
 (t, G,  ) = (Pi /  )i=1 is a vector.
      </p>
      <p>
        Theorem 1 (local existence theorem). Let P( z(t, G,  ), t,  ) , J z (t, G,  ) ,  (t, G,  ) be
continuous and meet Gelder’s local condition with z U (G) then the system (
        <xref ref-type="bibr" rid="ref6">6</xref>
        ) has only one solution, which
meet the conditions z(t0 , G,  ) = G , z(t, G,  ) U (G) . Thus z(t, G,  ) continuously differentiable
with respect to the initial condition, and its derivative meet the equation (
        <xref ref-type="bibr" rid="ref6">6</xref>
        ).
      </p>
      <p>Proof. This statement is following from [3] (theorem 3.4.4) when the unlimited operator be A = 0 . End
proof.</p>
      <p>
        The behavior of the solution z(t, G,  ) (
        <xref ref-type="bibr" rid="ref5">5</xref>
        ) and the nonnegative condition for the off-diagonal
elements of the matrix J z (t, G,  ) is demonstrated by the following theorem.
      </p>
      <p>
        Theorem 2. Let the solution z of (
        <xref ref-type="bibr" rid="ref5">5</xref>
        ) be z(t, G,  )  l1 for any t  0 , G  l1 and  . The following
claims are equal: (i) the off-diagonal elements J z (t, G,  ) are non-negative for any G ; (ii) for any G and
any vector h  l1, h  0, z(t, G  h,  )  z(t, G,  ) .
      </p>
      <p>
        Proof. Let us examine a convex set Z , and z(t, G,  )  Z for any G  Z , derivative (t, G,  )
of function z(t, G,  ) can be specify by simultaneous equations (
        <xref ref-type="bibr" rid="ref6">6</xref>
        ). In that case the following formula is
fair for any G0 , G1  Z :
z(t, G1,  )  z(t, G0 ,  ) =
= 01(t, (s),  )(G1  G0 )ds ,
(
        <xref ref-type="bibr" rid="ref7">7</xref>
        )
where  (s) = (1 s)G0  sG1, 0  s  1.
      </p>
      <p>
        In fact the function z(t, G,  ) transfer the segment  (s) into the curve z(t, (s),  ) in (
        <xref ref-type="bibr" rid="ref7">7</xref>
        ). The
following formula is fair because of the continuous differentiability of function z(t, G,  )
z(t, ( ),  ) = z(t, G0 ,  )  0 z(t,(ss),  ) ds.
      </p>
      <p>By the formula of complex derivative
z(t, (s),  ) = z ( (s)) (s) .</p>
      <p>
        s G
Recalling that z / G =  and  (s) = G1  G , with  = 1 we get (
        <xref ref-type="bibr" rid="ref7">7</xref>
        ). Let us suppose that
0
statement (i) is fair. So because of (
        <xref ref-type="bibr" rid="ref7">7</xref>
        )
      </p>
      <p>
        z(t, G  h,  )  z(t, G,  ) = 01(t, (s),  )hds ,
where  (s) = G  sh, 0  s  1 . Because of non-negativeness of function J z (t, G,  ) outside of diagonal
from (
        <xref ref-type="bibr" rid="ref7">7</xref>
        ) we get (t, (s),  )  0 , so (t, (s),  )h  0 whence we get statement (ii).
      </p>
      <p>
        Let us suppose that (ii) is fair. Under the conditions of Theorem 1 P, J z with z U (G) be
continuous and meet Gelder’s local condition. Let Gelder’s local condition be P P P&lt; M 0 ,P J P&lt; M1 , and
there are numbers  &gt; 0, = min( / M0 ,1/ M1) . Let z(t, G,  ) = G  z*(t, G,  ) be a solution of (
        <xref ref-type="bibr" rid="ref7">7</xref>
        ),
t
where z* (t, G, ) is a fixed point of Picard’s mapping ( )(t) = t0P(G  ( ))d under conditions
t [t0 1, t0 1],1 &lt;  . Mapping  is contraction with coefficient  = 1M1 &lt; 1. Consider the
approximation to solution z(t, G,  ) = G  z* (t, G,  ) = G  (t  t0 )P(z(t, G,  ), t,  ) . We can see that
      </p>
      <p>P z(t, G,  )  z(t, G,  ) P=
=P z*(t, G,  )  z* (t, G,  ) P
 1 Pz(t, G,  )  z(t, G,  ) P,
1  </p>
      <p>z(t, G,  )  z(t, G,  ) =
= tt0P(G  (  t0 )P)d  tt0Pd =
= tt0 (P(G  (  t0 )P)  P)d = D.</p>
      <p>Because of the derivative of the function P is limited and P meet Gelder’s local condition with the
constant M1 , where P P(G  (  t0 )P(G))  P(G) P M1 P(  t0 )P(G) P M 0 M1 |  t0 | , so
P D P M 0 M1(t  t0 )2 / 2(1   ) , or P z(t, G,  )  z(t, G,  ) P M 0 M1(t  t0 )2 / 2(1   ) . Using this
estimation and for all small  &gt; 0 we have that</p>
      <p>0  z(t, G   e j ,  )  z(t, G,  ) =  e j  (t  t0 )[P(G   e j )  P(G)]   (G, t),
where P (G, t) P M 0 M1(t  t0 )2 / 2(1   ) and ej is a vector, which has all coordinates equal to 0 but
j -th coordinate equal to 1 . Component i  j of this inequality is given by
0  (t  t0 )[Pi (G   e j )  Pi (G)]   i (G, t) . Dividing by t  t0 &gt; 0 and directing t  t0 on the right,
and direct   0
0  lim
 0</p>
      <p>P(G  e )  P(G)</p>
      <p>j

=
G
i
i = Jij ,
what is mean the fairing of statement (i). End proof.</p>
    </sec>
    <sec id="sec-2">
      <title>Theorem 3.</title>
      <p>Let

be</p>
      <p>Markovian
mapping
and
P z(t, G1,  )  z(t, G0 ,  ) PPG1  G0 P.</p>
      <p>
        Proof. Using (
        <xref ref-type="bibr" rid="ref6">6</xref>
        ) from the proofing of theorem 4 we have
1 0
P z(t, G1,  )  z(t, G0 ,  ) P  P(t, (s))(G1  G ) Pds .
      </p>
      <p>
        0
(
        <xref ref-type="bibr" rid="ref8">8</xref>
        )
Let function (t, (s)) is Markovian mapping for any
      </p>
      <p>Pt  0,s [0,1],P(t, (s))(G1  G ) PPG1  G0 P.</p>
      <p>0
Estimating the integral, considering this inequality, we get required. End proof.</p>
      <p>This theorem shows us the following sufficient condition for the boundedness of the norm-solution
z(t, G,  ) .</p>
      <p>Corollary fact from theorem 3. Let G*  X : z(t, G*,  ) = G*. Then P z(t, G,  )  G* PG  G* P
G , G1  X ,
0
t  0 ,
 &gt; 0
than
with t  0, G  X .</p>
    </sec>
    <sec id="sec-3">
      <title>Conclusions</title>
      <p>
        This fact we can use for solutions analysis of the systems (
        <xref ref-type="bibr" rid="ref5">5</xref>
        ).
      </p>
      <p>The boundaries of applications and possible generalizations. Some works in the routing disciplines.
All systems can be analyzed for the global stability but with some condition that the convergence to the
steady-state solution will not coordinate-wise, but the norm. We have seen that the most serious constraints
of our methods are non-negativity of the Jacobi matrix off-diagonal elements and the availability of the first
integral, which equal to the sum of the components. It would be interesting to understand the physical
meaning of these conditions. It is necessary to remember that such systems describes the behavior of the
queue lengths on the devices. Roughly speaking, zk is the proportion of units in the queue for a service, to
which there is at least k requests (including requests, which are serviced at the moment). Non-negative
elements of the Jacobi matrix indicate that the rate of change of zk (i.e., the time derivative of zk ) can only
grow at the expense of zj with j  k . It can be reduced (or decrease) only due to uk . Thus, with the increase
of the portion of queues with a minimum number of requests j in the system, the percentage change in
intensity with the minimum number of queues requests k  j can only increase.</p>
    </sec>
  </body>
  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          1.
          <string-name>
            <surname>Afanassieva</surname>
            <given-names>L.G.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Fayolle</surname>
            <given-names>G.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Popov</surname>
            <given-names>S.</given-names>
          </string-name>
          <string-name>
            <surname>Yu</surname>
          </string-name>
          .
          <article-title>Models for Transportation Networks</article-title>
          .
          <source>J. Math. Science</source>
          . Vol.
          <volume>84</volume>
          ,
          <string-name>
            <surname>Issue</surname>
            <given-names>3</given-names>
          </string-name>
          ,
          <year>1997</year>
          , pp.
          <fpage>1092</fpage>
          -
          <lpage>1103</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          2.
          <string-name>
            <surname>Daletsky</surname>
            <given-names>Y.L.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Krein</surname>
            <given-names>M.G.</given-names>
          </string-name>
          <article-title>Stability of solutions of differential equations in Banach space</article-title>
          . Moscow, Science Pub.,
          <year>1970</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          3.
          <string-name>
            <surname>Henry</surname>
            <given-names>D.</given-names>
          </string-name>
          <article-title>Geometric theory of semilinear parabolic equations</article-title>
          .
          <source>Lecture Notes in Mathematics</source>
          . Springer-Verlag, Berlin,
          <year>1981</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref4">
        <mixed-citation>
          4.
          <string-name>
            <surname>Khmelev</surname>
            <given-names>D. V.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Oseledets</surname>
            <given-names>V.I.</given-names>
          </string-name>
          <article-title>Mean-field approximation for stochastic transportation network and stability of dynamical system: Preprint No</article-title>
          . 434 of University of Bremen,
          <year>1999</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref5">
        <mixed-citation>
          5.
          <string-name>
            <surname>Khmelev</surname>
            <given-names>D. V.</given-names>
          </string-name>
          <article-title>Limit theorems for nonsymmetric transportation networks</article-title>
          .
          <source>Fundamentalnaya i Priklladnaya Matematika</source>
          . Vol.
          <volume>7</volume>
          , no.
          <issue>4</issue>
          ,
          <issue>2001</issue>
          , pp.
          <fpage>1259</fpage>
          -
          <lpage>1266</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref6">
        <mixed-citation>
          6.
          <string-name>
            <surname>Kirstein</surname>
            <given-names>B. M.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Franken</surname>
            <given-names>D. E.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Stoian</surname>
            <given-names>D</given-names>
          </string-name>
          .
          <article-title>Comparability and monotonicity of Markov processes</article-title>
          .
          <source>Theory of probability and its applications</source>
          .Vol.
          <volume>22</volume>
          ,
          <string-name>
            <surname>Issue</surname>
            <given-names>1</given-names>
          </string-name>
          ,
          <year>1977</year>
          , pp.
          <fpage>43</fpage>
          -
          <lpage>54</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref7">
        <mixed-citation>
          7.
          <string-name>
            <given-names>Korobeinik</given-names>
            <surname>Ju.</surname>
          </string-name>
          <article-title>Differential equations of infinite order and infinite systems of differential equations</article-title>
          .
          <source>Izv. Akad. Nauk SSSR Ser. Mat</source>
          . Vol.
          <volume>34</volume>
          ,
          <year>1970</year>
          , pp.
          <fpage>881</fpage>
          -
          <lpage>922</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref8">
        <mixed-citation>
          8.
          <string-name>
            <surname>Krasnoselsky</surname>
            <given-names>M.A.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Zabreyko</surname>
            <given-names>P.P.</given-names>
          </string-name>
          <article-title>Geometrical methods of nonlinear analysis</article-title>
          . Springer-Verlag, Berlin,
          <year>1984</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref9">
        <mixed-citation>
          9.
          <string-name>
            <surname>Lomov</surname>
            <given-names>S. A.</given-names>
          </string-name>
          <article-title>The construction of asymptotic solutions of certain problems with parameters</article-title>
          .
          <source>Izv. Akad. Nauk SSSR Ser. Mat</source>
          . Vol.
          <volume>32</volume>
          ,
          <year>1968</year>
          , pp.
          <fpage>884</fpage>
          -
          <lpage>913</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref10">
        <mixed-citation>
          10.
          <string-name>
            <surname>Malyshev</surname>
            <given-names>V.</given-names>
          </string-name>
          and
          <article-title>Yakovlev A. Condensation in large closed Jackson networks</article-title>
          .
          <source>Ann. Appl. Probab</source>
          . Vol.
          <volume>6</volume>
          , no.
          <issue>1</issue>
          ,
          <issue>1996</issue>
          , pp.
          <fpage>92</fpage>
          -
          <lpage>115</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref11">
        <mixed-citation>
          11.
          <string-name>
            <surname>Oseledets</surname>
            <given-names>V. I.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Khmelev D</surname>
          </string-name>
          . V.
          <article-title>Global stability of infinite systems of nonlinear differential equations, and nonhomogeneous countable Markov chains</article-title>
          .
          <source>Problemy Peredachi Informatsii (Russian)</source>
          , Vol.
          <volume>36</volume>
          ,
          <string-name>
            <surname>Issue</surname>
            <given-names>1</given-names>
          </string-name>
          ,
          <year>2000</year>
          , pp.
          <fpage>60</fpage>
          -
          <lpage>76</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref12">
        <mixed-citation>
          12.
          <string-name>
            <surname>Persidsky</surname>
            <given-names>K.P.</given-names>
          </string-name>
          <string-name>
            <surname>Izv</surname>
          </string-name>
          .
          <article-title>AN KazSSR, Ser</article-title>
          .
          <source>Mat. Mach., Issue</source>
          <volume>2</volume>
          ,
          <year>1948</year>
          , pp.
          <fpage>3</fpage>
          -
          <lpage>34</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref13">
        <mixed-citation>
          13.
          <string-name>
            <surname>Tihonov</surname>
            <given-names>A. N.</given-names>
          </string-name>
          <article-title>Uber unendliche Systeme von Differentialgleichungen</article-title>
          . Rec. Math. Vol.
          <volume>41</volume>
          ,
          <string-name>
            <surname>Issue</surname>
            <given-names>4</given-names>
          </string-name>
          ,
          <year>1934</year>
          , pp.
          <fpage>551</fpage>
          -
          <lpage>555</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref14">
        <mixed-citation>
          14.
          <string-name>
            <surname>Tihonov</surname>
            <given-names>A. N.</given-names>
          </string-name>
          <article-title>Systems of differential equations containing small parameters in the derivatives</article-title>
          .
          <source>Mat. Sbornik N. S</source>
          . Vol.
          <volume>31</volume>
          ,
          <string-name>
            <surname>Issue</surname>
            <given-names>73</given-names>
          </string-name>
          ,
          <year>1952</year>
          , pp.
          <fpage>575</fpage>
          -
          <lpage>586</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref15">
        <mixed-citation>
          15.
          <string-name>
            <surname>Vasil</surname>
          </string-name>
          <article-title>'eva A. B. Asymptotic behaviour of solutions of certain problems for ordinary non-linear differential equations with a small parameter multiplying the highest derivatives</article-title>
          .
          <source>Uspehi Mat. Nauk</source>
          . Vol.
          <volume>18</volume>
          ,
          <string-name>
            <surname>Issie</surname>
            <given-names>111</given-names>
          </string-name>
          , no.
          <issue>3</issue>
          ,
          <issue>1963</issue>
          , pp.
          <fpage>15</fpage>
          -
          <lpage>86</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref16">
        <mixed-citation>
          16.
          <string-name>
            <surname>Vvedenskaya N.D.</surname>
          </string-name>
          ,
          <string-name>
            <surname>Dobrushin</surname>
            <given-names>R.L.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Kharpelevich</surname>
            <given-names>F.I.</given-names>
          </string-name>
          <article-title>Queueing system with a choice of the lesser of two queues - the asymptotic approach</article-title>
          .
          <source>Probl. inform</source>
          . Vol.
          <volume>32</volume>
          ,
          <string-name>
            <surname>Issue</surname>
            <given-names>1</given-names>
          </string-name>
          ,
          <year>1996</year>
          , pp.
          <fpage>15</fpage>
          -
          <lpage>27</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref17">
        <mixed-citation>
          17.
          <string-name>
            <surname>Vvedenskaya N.D.</surname>
            ,
            <given-names>Suhov</given-names>
          </string-name>
          <string-name>
            <surname>Yu</surname>
          </string-name>
          .M.
          <article-title>Dobrushin's Mean-Field Approximation for a Queue with Dynamic Routing</article-title>
          .
          <source>Markov Processes and Related Fields. Issue 3</source>
          ,
          <year>1997</year>
          , pp.
          <fpage>493</fpage>
          -
          <lpage>526</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref18">
        <mixed-citation>
          18.
          <string-name>
            <surname>Vvedenskaya</surname>
            <given-names>N.D.</given-names>
          </string-name>
          <article-title>A large queueing system with message transmission along several routes</article-title>
          .
          <source>Problemy Peredachi Informatsii</source>
          . Vol.
          <volume>34</volume>
          , no.
          <issue>2</issue>
          ,
          <issue>1998</issue>
          , pp.
          <fpage>98</fpage>
          -
          <lpage>108</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref19">
        <mixed-citation>
          19.
          <string-name>
            <surname>Zhautykov</surname>
            <given-names>O. A.</given-names>
          </string-name>
          <string-name>
            <surname>On</surname>
          </string-name>
          <article-title>a countable system of differential equations with variable parameters</article-title>
          .
          <source>Mat. Sb. (N.S.)</source>
          . Vol.
          <volume>49</volume>
          ,
          <string-name>
            <surname>Issue</surname>
            <given-names>91</given-names>
          </string-name>
          ,
          <year>1959</year>
          , pp.
          <fpage>317</fpage>
          -
          <lpage>330</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref20">
        <mixed-citation>
          20.
          <string-name>
            <surname>Zhautykov</surname>
            <given-names>O. A.</given-names>
          </string-name>
          <article-title>Extension of the Hamilton-Jacobi theorems to an infinite canonical system of equations</article-title>
          .
          <source>Mat. Sb. (N.S.)</source>
          . Vol.
          <volume>53</volume>
          ,
          <string-name>
            <surname>Issue</surname>
            <given-names>95</given-names>
          </string-name>
          ,
          <year>1961</year>
          , pp.
          <fpage>313</fpage>
          -
          <lpage>328</lpage>
          .
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>