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DISROPT: a Python Framework for Distributed Optimization

Published in IFAC-PapersOnLine • Jan 1, 2020
NobleIDNI2P64W02R44S98
Authors:
Francesco Farina
,
Andrea Camisa
,
Andrea Testa

Abstract

In this paper we introduce disropt, a Python package for distributed optimization over networks. We focus on cooperative set-ups in which an optimization problem must be solved by peer-to-peer processors (without central coordinators) that have access only to partial knowledge of the entire problem....

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