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Energy dissipation along a downward gradient curve
Statement
Let be a smooth Riemannian manifold, let be smooth, and let be a downward gradient curve: . At the derivative is understood from the right. The gradient is the vector field characterized by for every ; write . Then , with a right derivative at , and is nonincreasing. If is bounded below along the curve, there is a finite limit and Here the integral is the limit of the finite-interval integrals. Square-integrability of the speed is not asserted to imply finite length or convergence to a single point.
Facts & Assumptions
Given: The manifold, metric, potential and curve in the statement.
The gradient is the metric dual of the differential, and the metric is positive definite (The Riemannian gradient is the metric dual of the differential, Riemannian metric and riemannian manifold).
In Euclidean coordinates the derivative of a composition is the composition of the derivatives (The chain rule for total derivatives: D(g∘ f)(a)=Dg(f(a))∘ Df(a)).
The fundamental theorem integrates the derivative of a continuously differentiable real function on an interval with endpoints in its domain (The fundamental theorem of calculus and integration by parts).
A continuous real function on a closed interval, differentiable in its interior, has an interior derivative equal to its secant slope (Mean value theorem on a closed real interval).
Every nonempty real set bounded below has a greatest lower bound (Every nonempty set bounded below has an infimum), and values of the set lie arbitrarily close above that bound (Epsilon characterisation of the infimum).
On each finite restriction of , use chartwise regularity with continuous first derivatives and the one-sided endpoint convention; the derivatives match at interior subdivision points, so there are no interior corners (Piecewise c one curve on a manifold).
In a smooth chart around , the coordinate derivation acts on a smooth local function by , and these derivations form a basis of (Coordinate derivations at a point, Coordinate derivations form a basis of the tangent space).
The differential of a smooth real-valued function acts on a tangent derivation by (The differential of a smooth real-valued function).
Proof
Given: The manifold, metric, potential and curve in the statement.
Proof technique: direct.
Goal: Prove the energy dissipation identity, monotonicity and the stated limiting integral.
Fix , put , choose a smooth chart around , and write near . By [F6], is , with the right derivative at . By [F7], is a tangent vector. For any smooth local function near , [F7], [F8] and the Euclidean chain rule give when . At zero, substitute as into the first-order expansion of to obtain the same identity with right derivatives. These identities determine the action of on every smooth germ by [F8], independently of the chart. Thus is the intrinsic tangent velocity denoted by , including its right endpoint value.
Put . Step 1.1 with gives , with the right derivative at zero. The chartwise curve and the smooth potential make this derivative continuous, including from the right at zero. Substituting the downward gradient equation and the metric-dual identity yields .
For , the mean value theorem applied to on gives for some . Thus is nonincreasing.
For , extend to a continuously differentiable real function on an open interval containing by setting for near zero. The fundamental theorem and step 2.1 give .
Suppose is bounded below and set . This is finite because the set is nonempty and bounded below. For every there is with ; for all , monotonicity gives . Hence as . Taking the limit in step 3.2 proves the stated improper integral identity. Since , its squared speed is the integrand.
Depends on
- The Riemannian gradient is the metric dual of the differential
- The chain rule for total derivatives: D(g∘ f)(a)=Dg(f(a))∘ Df(a)
- The fundamental theorem of calculus and integration by parts
- Mean value theorem on a closed real interval
- Every nonempty set bounded below has an infimum
- Epsilon characterisation of the infimum
- Riemannian metric and riemannian manifold
- Piecewise c one curve on a manifold
- Coordinate derivations at a point
- Coordinate derivations form a basis of the tangent space
- The differential of a smooth real-valued function
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