Along the downward gradient flow, the gradient-flow dissipation identity, the chain rule and the defining property of the Riemannian gradient give
A smooth vector field on a compact manifold is complete, so the trajectory exists for every . In particular, its function value never increases.
If the trajectory is still in at time , its monotone function value has stayed in throughout . Consequently
Thus a uniform exit bound is
The trajectory is outside the closed band for every . Once it leaves below level , monotonicity prevents its return. The argument also covers the zero-width band .
For the total occupation-time bound for a gradient flow, let and , which exist by compactness. For every , the same gradient flow identity gives
Taking , by monotone convergence theorem, gives the total occupation-time bound
This allows arbitrarily many visits to ; it bounds their total duration. Neither of these two estimates needs the Morse function hypothesis.
For exponential convergence of a Morse gradient flow, first observe that a limiting point is a critical point. Indeed, writing for the flow and using continuous dependence on initial data,
Differentiation at gives .
We use the Morse lemma: near a nondegenerate critical point of Morse index , there are coordinates in which
Choose a Riemannian metric equal to the Euclidean metric on a smaller ball in these coordinates. Such a global Riemannian metric exists by a partition of unity: patch this metric to any background metric outside a slightly larger ball. One can do this simultaneously at every critical point, since a Morse function on a compact manifold has only finitely many critical points. The metric is chosen before forming its gradient flow; changing the metric can change trajectories.
For this metric, any trajectory converging to eventually remains in the smaller coordinate ball. From some time onward its equations are exactly
Convergence forces , and then
The straight radial segment stays in the coordinate ball, so its length bounds the Riemannian distance from above:
Increase beyond both and . Then the requested strict estimate holds for all :
This proof uses the Morse lemma, existence and uniqueness for smooth ordinary differential equations, continuous dependence on initial data, and the existence of a partition of unity. The expanding coordinates explain why convergence to a saddle occurs only along its stable manifold.
For a counterexample, use an arc coordinate around a point of the circle, its flat local metric, and a globally smooth function that equals on this arc. Such a function can be made by a smooth cutoff, agreeing with a positive constant outside a larger arc. For sufficiently small the downward gradient flow remains in the arc and is
It converges to the degenerate critical point , and its Riemannian distance from is for sufficiently large . For every , , so no exponential bound is possible. This counterexample is on a compact manifold as well.
Figure 1.
Exponential decay near a Morse minimum and algebraic decay near a degenerate quartic minimum, on a logarithmic vertical scale
. Details.
With the convention
the time-dependent Hamiltonian vector field is uniquely determined because is nondegenerate. If is its local flow, Cartan's magic formula gives
Thus wherever the flow is defined, which is the Hamiltonian flow preserves the symplectic form property.
Write and . The linear Hamiltonian
has Hamiltonian vector field . Choose a smooth cutoff that is one on and zero outside , and put . Every trajectory beginning in and following remains in for time , so the time-one map translates that ball by . Outside its vector field vanishes, so the map is the identity. This is a compactly supported Hamiltonian translation and hence a compactly supported symplectomorphism.
For the connected-sum construction, choose a Darboux chart about the unique transverse intersection and straighten the two Lagrangian sheets to and in . Remove small disks from the two sheets and join their boundary circles by the standard Lagrangian neck
in , where follows a smooth arc from one positive coordinate ray to the other and agrees with those rays near its ends. Its pullback of vanishes because . Gluing this neck to the unchanged surfaces performs Lagrangian surgery. Topologically it is their connected sum, so it gives a Lagrangian connected sum
Finally, choose an immersed circle with exactly transverse double points and no other multiple points; one may add small figure-eight kinks to an embedded circle. Let be an embedded circle and define
This Product Lagrangian immersion satisfies . If is a double point of , its two local branches times meet along . Their tangent spaces intersect precisely in the tangent line to that circle, so the intersection is clean. The double points therefore give exactly disjoint clean self-intersection circles.
Near each clean circle, perturb one Lagrangian sheet by the graph of in its Weinstein neighborhood, where is a Morse function with one minimum and one maximum. The clean circle is replaced by two transverse double points. Resolve both by Lagrangian surgery. Each resolution attaches one one-handle and lowers the Euler characteristic by two, so resolving all clean circles changes the Euler characteristic of the original torus from zero to
Choose the orientation-reversing neck at one double point; the resulting connected surface is nonorientable, while all the surgeries remove their double points and leave an embedding. Thus the Givental construction of nonorientable Lagrangian surfaces gives a closed connected nonorientable surface of Euler characteristic Lagrangian embedded in .
Perfect Morse function 2026-10-14
A Morse function is perfect over a specified field when its numbers of critical points equal the Betti numbers over that field. Over the rationals this forces every integer matrix in its Morse chain complex to have rank zero, hence to vanish. Consequently its integral homology is free of rank in every degree; a manifold with integral homology torsion cannot admit such an integral-critical-count perfect function.