Abstract
J.-B. Baillon and G. Haddad ["Quelque propriétés des opérateurs angle-bornés et n-cycliquement monotones", Israel J. Math. 26 (1977) 137--150] proved that if the gradient of a convex and continously differentiable function is nonexpansive, then it is actually firmly nonexpansive. This result, which has become known as the Baillon-Haddad theorem, has found many applications in optimization and numerical functional analysis. In this note, we propose short alternative proofs of this result and strengthen its conclusion.
Suggested citation
H. H. Bauschke, P. L. Combettes. “The Baillon-Haddad Theorem Revisited.” Journal of Convex Analysis 17 (2010), No. 3&4, 781–787.
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