Basin estimate from a Lyapunov sublevel set Created 2026-09-29 Updated 2026-10-07
Suppose a compact connected component of contains an equilibrium and throughout . Then is an invariant sublevel set, and every trajectory in converges to by the LaSalle invariance principle. Thus the interior of lies in the basin of attraction of . The largest such component supplies the strongest basin estimate available from that Lyapunov function alone.
For , put and use the positive-definite Lyapunov function . Its derivative is
For set . The brace divided by is , where , and . Since , . Completing the square gives its maximum
Hence . If , this sublevel region is positively invariant: decreases, and . The exponential bound makes . The trajectory is bounded in a compact ellipse, so smoothness of the vector field also guarantees existence for every positive time. Therefore
For the displayed strict inequality has no solutions; negative gives the same ellipse as . Taking the union of the nonempty ellipses is valid because each point needs only one Lyapunov certificate.
At the certified disk has squared radius . Along , the limiting threshold as is , which is strictly larger, since their difference is for . Choose strictly between these thresholds and then a sufficiently large finite . This point is certified by that ellipse but lies outside the disk. Thus the union gives a strictly larger certified region. It need not equal the whole basin of attraction.
Let denote the flow map generated by .
is nonpositive on .
The First Lyapunov theorem says that the existence of such a function makes the origin Lyapunov stable. To prove it, choose a sufficiently small closed ball . By compactness and positive definiteness,
By continuity, some satisfies whenever . Along a trajectory beginning in , cannot increase. Such a trajectory therefore cannot reach the sphere , where . Hence it remains in for every , which is Lyapunov stability.
The LaSalle invariance principle says that if a trajectory remains in a compact positively invariant set on which , then it approaches the largest invariant subset of .
For , the same three fixed points remain. At the origin the Jacobian is
Its eigenvalues have negative real part; for small they are complex, so the origin is a stable spiral. At , , making the Jacobian determinant negative, so both points remain saddles.
Every nonstationary trajectory moves across the former energy contours in the direction of decreasing
The unstable branches of the two saddles directed into the central region spiral into the origin, while their outward branches escape toward . The stable manifolds of are the separatrices that form the boundary of the basin of attraction of the origin. Initial points between these stable separatrices lose enough energy to remain between the barriers and spiral to the origin; points outside escape to one of the two infinities.
This gives the weakly damped damped rational double-barrier phase portrait and identifies the requested domain of stability as the open region bounded by those stable manifolds.
For , the interval in part (b) contains one exactly when . With ,
because . Hence throughout
Every trajectory starting in the disc remains there and approaches the origin. Thus this disc is contained in the basin of attraction of the origin.
With , the equilibria satisfy
Besides , the two positive equilibria are
where . Since
the nonzero equilibrium relation gives
The fixed point stability for an autonomous differential equation therefore shows that and are stable, while is unstable. The graph of starts at zero with negative slope, crosses upward at , crosses downward at , and tends to as .
For a constant input , write the equilibrium equation as
The low stable equilibrium and the intervening unstable equilibrium coalesce in a saddle-node bifurcation. More precisely, let be the first positive solution of
and define
Equivalently, and , with on the low-concentration branch. If , that branch no longer exists. Holding the input long enough carries the trajectory into the basin of attraction of the high state. When the input returns to zero, the concentration converges to
This is the saturating autocatalytic switch.
For , the threshold occurs at , so
The approximate double-root conditions are
Thus and
Hence the constant in is , as recorded by the strong-autocatalysis switching threshold.