Optimization ( IF 2.2 ) Pub Date : 2021-03-08 , DOI: 10.1080/02331934.2021.1885033 Wataru Takahashi, Yukio Takeuchi
In this paper, we first give two versions of the Fenchel duality formula and Brøndsted-Rockafellar's theorem. The versions are useful and the proofs are not so difficult. Next, we present a theorem in a Banach space to reconsider the Ekeland variational principle and Takahashi's nonconvex minimization theorem proved in a complete metric space. Finally, using the version of the Fenchel duality formula, the Ekeland variational principle and the version of Brøndsted-Rockafellar's theorem, we prove a minimization theorem in a Banach space and then present a short proof of well–known Rockafellar's theorem for maximal monotonicity of subdifferentials.
中文翻译:
子微分最大单调性的 Fenchel 对偶公式、Ekeland 变分原理和 Rockafellar 定理
在本文中,我们首先给出了 Fenchel 对偶公式和 Brøndsted-Rockafellar 定理的两个版本。这些版本很有用,证明也不难。接下来,我们在 Banach 空间中提出一个定理,以重新考虑在完全度量空间中证明的 Ekeland 变分原理和 Takahashi 的非凸最小化定理。最后,使用 Fenchel 对偶公式的版本、Ekeland 变分原理和 Brøndsted-Rockafellar 定理的版本,我们证明了 Banach 空间中的最小化定理,然后给出了著名的 Rockafellar 定理的简短证明,用于子微分的最大单调性.