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arxiv: 1305.5810 · v1 · pith:P47QKQOOnew · submitted 2013-05-24 · 🧮 math.OC · cs.NA· math.NA

A bundle method using two polyhedral approximations of the epsilon-enlargement of a maximal monotone operator

classification 🧮 math.OC cs.NAmath.NA
keywords operatorbundlemaximalmonotonepolyhedralalgorithmapproximationsepsilon-enlargement
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In this work, we develop a variant of a bundle method in order to find a zero of a maximal monotone operator. This algorithm relies on two polyhedral approximations of the epsilon-enlargement of the considered operator, via a systematic use of the transportation formula. Moreover, the use of a double polyhedral approximation in our algorithm could inspire other bundle methods for the case where the given operator can be split as the sum of two other maximal monotone operators.

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