Stochastic frequency characteristics (Q2753219)

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scientific article; zbMATH DE number 1667496
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Stochastic frequency characteristics
scientific article; zbMATH DE number 1667496

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    29 October 2001
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    coercivity
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    frequency characteristics
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    indefinite stochastic linear-quadratic problem
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    control
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    stochastic Riccati equation
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    bilinear form
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    Stochastic frequency characteristics (English)
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    The paper is concerned with stochastic linear-quadratic (LQ) problems in infinite time horizon with control-dependent diffusions and indefinite cost weighting matrices. A new frequency characteristic for the indefinite stochastic LQ problem is obtained. This characteristic is a complex matrix that can be calculated directly from the given parameters of the LQ problem. The equivalence of the following statements is established: 1) the LQ problem is solvable and has a unique optimal control; 2) the stochastic Riccati equation has a unique solution such that the induced feedback control is stabilizing; 3) the associated optimization problem of the bilinear form is coercive; and 4) the frequency characteristic matrix is uniformly positive definite.
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