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Lyapunov–Malkin theorem

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The Lyapunov–Malkin theorem (named for Aleksandr Lyapunov and Ioel Gilevich Malkin) is a mathematical theorem detailing nonlinear stability of systems.

Theorem

In the system of differential equations,

x ˙ = A x + X ( x , y ) , y ˙ = Y ( x , y )  

where, x R m , y R n , A in an m × m matrix, and X(xy), Y(xy) represent higher order nonlinear terms. If all eigenvalues of the matrix A have negative real parts, and X(xy), Y(xy) vanish when x = 0, then the solution x = 0, y = 0 of this system is stable with respect to (xy) and asymptotically stable with respect to  x. If a solution (x(t), y(t)) is close enough to the solution x = 0, y = 0, then

lim t x ( t ) = 0 , lim t y ( t ) = c .  

References

Lyapunov–Malkin theorem Wikipedia