MATH319 Slides

124 Proof

Let V⁢(t)=⟨K⁢X⁢(t),X⁢(t)⟩, so V⁢(t)≥0 for all t≥0, and use the differential equation to find

d⁢Vd⁢t=⟨K⁢d⁢Xd⁢t,X⁢(t)⟩+⟨K⁢X,d⁢Xd⁢t⟩
=⟨K⁢A⁢X⁢(t),X⁢(t)⟩+⟨K⁢X⁢(t),A⁢X⁢(t)⟩
=⟨K⁢A⁢X⁢(t),X⁢(t)⟩+⟨A†⁢K⁢X⁢(t),X⁢(t)⟩
=-⟨-(A†⁢K+K⁢A)⁢X⁢(t),X⁢(t)⟩≤0.

Hence V⁢(t) is decreasing on (0,∞). Since K is positive definite, the eigenvalues of K are κ1≥κ2≥…≥κn, where κn>0; so by W3.3

0≤κn⁢⟨X⁢(t),X⁢(t)⟩≤⟨K⁢X⁢(t),X⁢(t)⟩≤⟨K⁢X⁢(0),X⁢(0)⟩,

and so ∥X⁢(t)∥≤(⟨K⁢X0,X0⟩/κn)1/2 for all t≥0.