Existence of Minimizers: Direct Method in the Calculus of Variations
Let be continuous on , and suppose:
- Coercivity: for some , , and .
- Convexity: is convex for each fixed .
Then the functional attains its minimum on the Sobolev space subject to boundary conditions , . That is, there exists with .
Proof
The proof follows Tonelli's direct method in four steps.
Step 1: Boundedness below and minimizing sequence. Coercivity gives , so is bounded below. Let and choose a minimizing sequence with .
Step 2: Uniform bounds. From (for large ): , giving uniform bounds on . Combined with the boundary condition , the Poincare inequality yields (uniform bound in Sobolev norm).
Step 3: Weak compactness. Since is reflexive for (as a closed subspace of ), the bounded sequence has a weakly convergent subsequence: in . By the Rellich-Kondrachov compactness theorem, strongly in (and in ), so and .
Step 4: Lower semicontinuity. The key step: convexity of in implies weak lower semicontinuity of . For each fixed , convexity gives:
Integrating with and :
As : the first integral converges to (by strong convergence of ), and the second integral converges to (by weak convergence of tested against the function ). Therefore:
giving .
For (the Dirichlet energy), is strictly convex and coercive with . Tonelli's theorem guarantees a minimizer in with prescribed boundary values. The minimizer satisfies the Euler-Lagrange equation (Laplace's equation). This justifies Dirichlet's principle: the harmonic function with given boundary data minimizes the Dirichlet energy. Historically, Weierstrass showed that infimum need not be attained without the correct function space (the gap that Hilbert and Tonelli resolved).
Without convexity, minimizers may not exist. Consider with . The infimum is (approached by zigzag functions with ), but no smooth function achieves with these boundary conditions. The minimizing sequence develops increasingly rapid oscillations. Relaxation theory replaces by its quasiconvexification to restore existence in a generalized sense.