Minimizing sequence 2026-10-05
A minimizing sequence satisfies . Coercivity bounds an appropriate sublevel set, Compactness supplies a convergent subsequence, and sequential lower semicontinuity turns its limit into a global minimizer.
Past exam of the mathematics course of the University of Cambridge 2018 iii Paper 326 1 1 2 d Solution Created 2026-10-03 Updated 2026-10-05
The direct method in the calculus of variations gives the following existence theorem. Suppose bounded sequences in the Banach space have -convergent subsequences, and is a proper extended-real function with coercivity and is -sequentially lower semicontinuous. Then has a finite-valued global minimizer.
To prove this, properness makes . First rule out : a sequence with eventually lies in a fixed sublevel set, which is bounded by coercivity. A -convergent subsequence would then have a limit with , contradicting the codomain. Hence is finite.
Choose a minimizing sequence with . It eventually belongs to the bounded sublevel set . Extract . By sequential lower semicontinuity,Thus . In particular, a reflexive Banach space with the weak topology supplies the required subsequence property by weak sequential compactness of bounded sequences in a reflexive Banach space. A strictly convex function has at most one minimizer; this is an additional property, not part of the existence theorem.