The Riccati equation and its asymptotic behavior

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Consider matrices $Ainmathbb{R}^{ntimes n},Binmathbb{R}^{ntimes m}$,
a positive semidefinite symmetric matrix $Qinmathbb{R}^{ntimes n}$
and a positive definite symmetric matrix $Rinmathbb{R}^{mtimes m}$.
Consider $G_{t}$ as solution of a discrete-time Riccati equation
as follows



begin{align*}
G_{N}= & Q,\
G_{t}= & A^{T}G_{t+1}A+Q-A^{T}G_{t+1}B(R+B^{T}G_{t+1}B)^{-1}B^{T}G_{t+1}A,,0leq tleq N-1.
end{align*}

Can we determine conditions under which the solution $G_{t}$ decreases,
i.e. conditions under which $G_{t}-G_{t-1}succeq0$ please? The notation
$succeq0$ means that the matrix $G_{t}-G_{t-1}$ is a positive semidefinite
symmetric matrix. Thanks.










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    0












    $begingroup$


    Consider matrices $Ainmathbb{R}^{ntimes n},Binmathbb{R}^{ntimes m}$,
    a positive semidefinite symmetric matrix $Qinmathbb{R}^{ntimes n}$
    and a positive definite symmetric matrix $Rinmathbb{R}^{mtimes m}$.
    Consider $G_{t}$ as solution of a discrete-time Riccati equation
    as follows



    begin{align*}
    G_{N}= & Q,\
    G_{t}= & A^{T}G_{t+1}A+Q-A^{T}G_{t+1}B(R+B^{T}G_{t+1}B)^{-1}B^{T}G_{t+1}A,,0leq tleq N-1.
    end{align*}

    Can we determine conditions under which the solution $G_{t}$ decreases,
    i.e. conditions under which $G_{t}-G_{t-1}succeq0$ please? The notation
    $succeq0$ means that the matrix $G_{t}-G_{t-1}$ is a positive semidefinite
    symmetric matrix. Thanks.










    share|cite|improve this question









    $endgroup$















      0












      0








      0





      $begingroup$


      Consider matrices $Ainmathbb{R}^{ntimes n},Binmathbb{R}^{ntimes m}$,
      a positive semidefinite symmetric matrix $Qinmathbb{R}^{ntimes n}$
      and a positive definite symmetric matrix $Rinmathbb{R}^{mtimes m}$.
      Consider $G_{t}$ as solution of a discrete-time Riccati equation
      as follows



      begin{align*}
      G_{N}= & Q,\
      G_{t}= & A^{T}G_{t+1}A+Q-A^{T}G_{t+1}B(R+B^{T}G_{t+1}B)^{-1}B^{T}G_{t+1}A,,0leq tleq N-1.
      end{align*}

      Can we determine conditions under which the solution $G_{t}$ decreases,
      i.e. conditions under which $G_{t}-G_{t-1}succeq0$ please? The notation
      $succeq0$ means that the matrix $G_{t}-G_{t-1}$ is a positive semidefinite
      symmetric matrix. Thanks.










      share|cite|improve this question









      $endgroup$




      Consider matrices $Ainmathbb{R}^{ntimes n},Binmathbb{R}^{ntimes m}$,
      a positive semidefinite symmetric matrix $Qinmathbb{R}^{ntimes n}$
      and a positive definite symmetric matrix $Rinmathbb{R}^{mtimes m}$.
      Consider $G_{t}$ as solution of a discrete-time Riccati equation
      as follows



      begin{align*}
      G_{N}= & Q,\
      G_{t}= & A^{T}G_{t+1}A+Q-A^{T}G_{t+1}B(R+B^{T}G_{t+1}B)^{-1}B^{T}G_{t+1}A,,0leq tleq N-1.
      end{align*}

      Can we determine conditions under which the solution $G_{t}$ decreases,
      i.e. conditions under which $G_{t}-G_{t-1}succeq0$ please? The notation
      $succeq0$ means that the matrix $G_{t}-G_{t-1}$ is a positive semidefinite
      symmetric matrix. Thanks.







      linear-algebra optimal-control positive-semidefinite kalman-filter






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      share|cite|improve this question











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      share|cite|improve this question










      asked Nov 26 '18 at 8:47









      G. TravG. Trav

      1529




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