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TauCeti.Analysis.ODE.TrajectoryOperator.Kernel

The kernel of the trajectory operator consists of classical solutions #

Let A : ℝ → End(F) be a continuous family of bounded operators on a real Banach space F. An element u of the kernel of the trajectory operator D_A u = u' + A u on the weak-derivative graph over Lᵖ(ℝ, F) is a weak solution of u' = -A u. Since A u is locally integrable, u is almost everywhere a constant plus a primitive of -A u; that primitive is continuous, so along it the integrand -A u is continuous, and the primitive is a classical C¹ solution. Conversely, every classical solution v of v' + A v = 0 with v ∈ Lᵖ comes from the kernel of D_A: its derivative -A v is again in Lᵖ because A is essentially bounded.

For p = 2 this identifies the kernel of D_A with the space TauCeti.squareIntegrableSolutions A of initial values v 0 of square-integrable solutions of v' + A v = 0, by evaluating the continuous representative at time 0; that this is injective is uniqueness of solutions of linear equations. Neither symmetry of A, finite dimensionality of F nor any Fredholm property of D_A is used. The resulting formula for the index of D_A as a difference of dimensions of spaces of square-integrable solutions is TauCeti.WeakDerivStep.index_trajectoryOperator_eq_finrank_sub_finrank_of_isClosed_range.

Main declarations #

References #

The initial values at time 0 of the square-integrable solutions v : ℝ → F of the linear equation v' + A(s) v = 0 on the whole line. For the coefficient of a trajectory operator D_A = d/ds + A, this is a model of the kernel of D_A (TauCeti.WeakDerivStep.kerTrajectoryOperatorEquiv).

Instances For
    theorem TauCeti.mem_squareIntegrableSolutions {F : Type u_1} [NormedAddCommGroup F] [NormedSpace ℝ F] {A : ℝ → F →L[ℝ] F} {x : F} :
    x ∈ squareIntegrableSolutions A ↔ ∃ (v : ℝ → F), v 0 = x ∧ (∀ (s : ℝ), HasDerivAt v (-(A s) (v s)) s) ∧ MeasureTheory.MemLp v 2 MeasureTheory.volume

    A vector lies in TauCeti.squareIntegrableSolutions A when it is the value at time 0 of a square-integrable solution of v' + A v = 0.

    If the scalar equation g' = b g has a solution with g 0 = 1 that is not square integrable, then v' = b v has no nonzero square-integrable solution in F: every solution is g(s) • v 0.

    theorem TauCeti.hasDerivAt_exp_smul_sub_smul_id {F : Type u_1} [NormedAddCommGroup F] [NormedSpace ℝ F] {T : F →L[ℝ] F} {u : ℝ → F} {w : ℝ → ℝ} {w' s : ℝ} (hw : HasDerivAt w w' s) (hu : HasDerivAt u (-T (u s)) s) :
    HasDerivAt (fun (s : ℝ) => Real.exp (w s) • u s) (-(T - w' • ContinuousLinearMap.id ℝ F) (Real.exp (w s) • u s)) s

    Conjugation by an exponential weight. If u' = -T u at s and w has derivative w' at s, then exp w • u solves the shifted equation (exp w • u)' = -(T - w' • id) (exp w • u) at s.

    Weighted solutions are square-integrable solutions. Let w have derivative w' and be bounded below. If u is a square-integrable solution of u' + (A - w') u = 0, then v = exp (w 0 - w) • u is a square-integrable solution of v' + A v = 0 with the same initial value. In terms of the trajectory operator, the kernel of D_A on the weighted space {u | exp w • u ∈ W^{1,2}} is contained in its kernel on W^{1,2}.

    Elements of the kernel are classical solutions. If A is continuous and u lies in the kernel of the trajectory operator D_A u = u' + A u on the weak-derivative graph over Lᵖ(ℝ, F), then the value of u agrees almost everywhere with a classical solution v of v' = -A v.

    Classical solutions give elements of the weak-derivative graph. If v is a classical solution of v' = g - A v with v and g in Lᵖ(ℝ, F), then v is the value of an element u of the weak-derivative graph over Lᵖ(ℝ, F) with D_A u = g. No continuity of A is needed: the derivative g - A v lies in Lᵖ because A is essentially bounded.

    Classical solutions lie in the kernel. If v is a classical solution of v' = -A v that lies in Lᵖ(ℝ, F), then v is the value of an element u of the weak-derivative graph over Lᵖ(ℝ, F) with D_A u = 0.

    The kernel of the trajectory operator is the space of square-integrable solutions. For a continuous family A of bounded operators on a real Banach space F, with L∞ class AL, evaluating the continuous representative at time 0 is a linear equivalence from the kernel of D_A u = u' + A u on W^{1,2}(ℝ, F) to the initial values of the square-integrable solutions of v' + A v = 0.

    Instances For

      The equivalence kerTrajectoryOperatorEquiv evaluates at time 0 any continuous representative of the value of a kernel element.

      The kernel of D_A u = u' + A u on W^{1,2}(ℝ, F) has the dimension of the space of square-integrable solutions of v' + A v = 0.

      The kernel of the trajectory operator D_A u = u' + A u on W^{1,2}(ℝ, F) is finite dimensional when F is: it embeds into the initial values of the solutions of v' + A v = 0.

      Injectivity of the trajectory operator. For a continuous family A of bounded operators on a real Banach space F, the trajectory operator D_A u = u' + A u on W^{1,2}(ℝ, F) is injective exactly when v' + A v = 0 has no nonzero square-integrable solution.