{ "id": "2109.06771", "version": "v1", "published": "2021-09-14T15:37:29.000Z", "updated": "2021-09-14T15:37:29.000Z", "title": "Resolvent of the parallel composition and proximity operator of the infimal postcomposition", "authors": [ "Luis Briceño-Arias", "Fernando Roldán" ], "categories": [ "math.OC" ], "abstract": "In this paper we provide the resolvent computation of the infimal postcomposition of a maximally monotone operator by a linear operator under mild assumptions. Connections with a modification of the warped resolvent are provided. In the context of convex optimization, we obtain the proximity operator of the infimal postcomposition of a convex function by a linear operator and we extend full range conditions on the linear operator to mild qualification conditions. We also introduce a generalization of the proximity operator involving a general linear bounded operator leading to a generalization of Moreau's decomposition for composite convex optimization.", "revisions": [ { "version": "v1", "updated": "2021-09-14T15:37:29.000Z" } ], "analyses": { "subjects": [ "47H05", "47H10", "65K05", "65K15", "90C25", "49M29" ], "keywords": [ "proximity operator", "infimal postcomposition", "parallel composition", "linear operator", "linear bounded operator leading" ], "note": { "typesetting": "TeX", "pages": 0, "language": "en", "license": "arXiv", "status": "editable" } } }