<p>We study stochastic lattice differential equations with Hölder noise where the stochastic integral is defined pathwise in Gubinelli’s sense [<CitationRef CitationID="CR27">27</CitationRef>]. We prove the existence of a random absorbing set by evaluating the difference of the solution and that of the corresponding deterministic equation on each interval of a greedy sequence of stopping times. The asymptotic compactness of the generated random dynamical system is then proved. That implies the existence of a global random pullback attractor <InlineEquation ID="IEq1"> <EquationSource Format="TEX">\(\mathcal {A}\)</EquationSource> <EquationSource Format="MATHML"><math> <mi mathvariant="script">A</mi> </math></EquationSource> </InlineEquation> for the equation. Similar result holds true for the discretization system in the form of the explicit Euler scheme defined on a regular time set. Moreover, the attractor of the discrete system converges upper semi-continuously to <InlineEquation ID="IEq2"> <EquationSource Format="TEX">\(\mathcal {A}\)</EquationSource> <EquationSource Format="MATHML"><math> <mi mathvariant="script">A</mi> </math></EquationSource> </InlineEquation> as the step size tends to zero. We also consider the system in finite dimensional spaces. We show the upper semi-continuity of the random pullback attractor <InlineEquation ID="IEq3"> <EquationSource Format="TEX">\(\mathcal {A}\)</EquationSource> <EquationSource Format="MATHML"><math> <mi mathvariant="script">A</mi> </math></EquationSource> </InlineEquation> in the sense that the random attractors of discrete systems in finite dimensional spaces converge to that of the original lattice system.</p>

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Attractors for Stochastic Lattice Dynamical Systems with Hölder Noises

  • Phan Thanh Hong,
  • Peter E. Kloeden

摘要

We study stochastic lattice differential equations with Hölder noise where the stochastic integral is defined pathwise in Gubinelli’s sense [27]. We prove the existence of a random absorbing set by evaluating the difference of the solution and that of the corresponding deterministic equation on each interval of a greedy sequence of stopping times. The asymptotic compactness of the generated random dynamical system is then proved. That implies the existence of a global random pullback attractor \(\mathcal {A}\) A for the equation. Similar result holds true for the discretization system in the form of the explicit Euler scheme defined on a regular time set. Moreover, the attractor of the discrete system converges upper semi-continuously to \(\mathcal {A}\) A as the step size tends to zero. We also consider the system in finite dimensional spaces. We show the upper semi-continuity of the random pullback attractor \(\mathcal {A}\) A in the sense that the random attractors of discrete systems in finite dimensional spaces converge to that of the original lattice system.