TheoremBase

The State-Transition Matrix of a Linear System

Names Φ_A, the unique map on [a,b]×[a,b] with ∂Φ_A(t,s)/∂t=A(t)Φ_A(t,s) and Φ_A(s,s)=I_n, the state-transition matrix of a continuous A on [a,b].

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}). Differentiability and derivatives of maps [a,b]→Mn(R)[a,b]\to\mathcal{M}_{n}(\mathbb{R}) are as in 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], an interval containing the two distinct points aa and bb by Basic Facts about Intervals of the Real Line (v); and 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)\Phi(\cdot,s) is the map t↦Φ(t,s)t\mapsto\Phi(t,s), as in Existence and Uniqueness of the State-Transition Matrix of a Linear System.

The state-transition matrix of AA on [a,b][a,b] is the map ΦA:[a,b]×[a,b]→Mn(R)\Phi_{A}:[a,b]\times[a,b]\to\mathcal{M}_{n}(\mathbb{R}) of Existence and Uniqueness of the State-Transition Matrix of a Linear System (ii): the only 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], 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}.

For every s∈[a,b]s\in[a,b], the map ΦA(⋅,s):[a,b]→Mn(R)\Phi_{A}(\cdot,s):[a,b]\to\mathcal{M}_{n}(\mathbb{R}), t↦ΦA(t,s)t\mapsto\Phi_{A}(t,s), is differentiable, with derivative A(t)ΦA(t,s)A(t)\Phi_{A}(t,s) at every t∈[a,b]t\in[a,b], by Existence and Uniqueness of the State-Transition Matrix of a Linear System (ii).

ΦA(s,s)=In\Phi_{A}(s,s)=I_{n} for every s∈[a,b]s\in[a,b], by Existence and Uniqueness of the State-Transition Matrix of a Linear System (ii).

If Ψ:[a,b]×[a,b]→Mn(R)\Psi:[a,b]\times[a,b]\to\mathcal{M}_{n}(\mathbb{R}) is a map such that, for every s∈[a,b]s\in[a,b], the map Ψ(⋅,s):[a,b]→Mn(R)\Psi(\cdot,s):[a,b]\to\mathcal{M}_{n}(\mathbb{R}), t↦Ψ(t,s)t\mapsto\Psi(t,s), is differentiable, with derivative A(t)Ψ(t,s)A(t)\Psi(t,s) at every t∈[a,b]t\in[a,b], and Ψ(s,s)=In\Psi(s,s)=I_{n}, then Ψ=ΦA\Psi=\Phi_{A}, by the uniqueness in Existence and Uniqueness of the State-Transition Matrix of a Linear System (ii).

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