TheoremBase

Existence and Uniqueness of the State-Transition Matrix of a Linear System

For a continuous A on [a,b], a solution of X'=A(t)X vanishing at one point vanishes everywhere, and there is exactly one map Φ on [a,b]×[a,b] with ∂Φ(t,s)/∂t=A(t)Φ(t,s) and Φ(s,s)=I_n.

Statement

In the settings of Single-Variable Calculus on an Interval and Euclidean Space and Real Matrices: Standing Notation, let a,b∈Ra,b\in\mathbb{R} with a<ba<b, let n∈Nn\in\mathbb{N}, and let A:[a,b]→Mn(R)A:[a,b]\to\mathcal{M}_{n}(\mathbb{R}) be continuous on [a,b][a,b], for dRd_{\mathbb{R}} on [a,b][a,b] and dnd_{n} on Mn(R)\mathcal{M}_{n}(\mathbb{R}). By Basic Facts about Intervals of the Real Line (v), [a,b][a,b] is an interval containing the two distinct points aa and bb; differentiability and derivatives of maps from [a,b][a,b] into Rn\mathbb{R}^{n} or into Mn×q(R)\mathcal{M}_{n\times q}(\mathbb{R}) (q∈Nq\in\mathbb{N}) are as in Derivative of a Vector-Valued or Matrix-Valued Map on an Interval (i), Derivative of a Vector-Valued or Matrix-Valued Map on an Interval (ii) and Derivative of a Vector-Valued or Matrix-Valued Map on an Interval (iii), taken relative to [a,b][a,b]. For a map Φ:[a,b]×[a,b]→Mn(R)\Phi:[a,b]\times[a,b]\to\mathcal{M}_{n}(\mathbb{R}) and s∈[a,b]s\in[a,b], Φ(⋅,s):[a,b]→Mn(R)\Phi(\cdot,s):[a,b]\to\mathcal{M}_{n}(\mathbb{R}) is the map t↦Φ(t,s)t\mapsto\Phi(t,s) (Maps Formed Pointwise: Constant Maps, Pairs of Values, Maps Applied to Values, and Families of Maps (iii)).

Let s∈[a,b]s\in[a,b] and q∈Nq\in\mathbb{N}. If X:[a,b]→Mn×q(R)X:[a,b]\to\mathcal{M}_{n\times q}(\mathbb{R}) is differentiable, with X′(t)=A(t)X(t)X'(t)=A(t)X(t) for every t∈[a,b]t\in[a,b], and X(s)=0n×qX(s)=0_{n\times q}, then X(t)=0n×qX(t)=0_{n\times q} for every t∈[a,b]t\in[a,b]. Likewise, if x:[a,b]→Rnx:[a,b]\to\mathbb{R}^{n} is differentiable, with x′(t)=A(t)x(t)x'(t)=A(t)x(t) for every t∈[a,b]t\in[a,b], and x(s)=0x(s)=0, then x(t)=0x(t)=0 for every t∈[a,b]t\in[a,b].

There is exactly one map Φ:[a,b]×[a,b]→Mn(R)\Phi:[a,b]\times[a,b]\to\mathcal{M}_{n}(\mathbb{R}) such that, for every s∈[a,b]s\in[a,b], the map Φ(⋅,s)\Phi(\cdot,s) is differentiable, with derivative A(t)Φ(t,s)A(t)\Phi(t,s) at every t∈[a,b]t\in[a,b], and Φ(s,s)=In\Phi(s,s)=I_{n}.

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