History


Please fill in your query. A complete syntax description you will find on the General Help page.
Convergence analysis of an extended auxiliary problem principle with various stopping criteria. (English)
Optim. Methods Softw. 26, No. 1, 127-154 (2011).
The paper deals with the following problem. Let $K \subset {\mathbb R}^n$ be a closed convex set, ${\mathcal F} : K \rightarrow {\mathbb R}^n$ be a continuous operator with certain monotonicity properties, and ${\mathcal Q} : K \rightarrow 2^{{\mathbb R}^n}$ be a maximal monotone and multi-valued operator. The author studies the variational inequality: find $x^{\ast}\in K$ and $q^{\ast}\in {\mathcal Q}(x^{\ast})$ such that $$ \langle {\mathcal F}(x^{\ast}) + q^{\ast}, x - x^{\ast}\rangle \geq 0,\;\;\; \forall x\in K, \tag1$$ where $\langle \cdot, \cdot \rangle$ means the canonical inner product in ${\mathbb R}^n$. An application of the extended proximal auxiliary problem principle scheme with some weakened assumptions on ${\mathcal Q}$ is proposed. The convergence analysis of the inexact method using the stopping criterion of fixed-relative-error type is performed.
Reviewer: Sergei V. Rogosin (Minsk)
WorldCat.org
Valid XHTML 1.0 Transitional Valid CSS!