Distributed Primal Decomposition for Large-Scale MILPs

This article deals with a distributed Mixed-Integer Linear Programming (MILP) setup arising in several control applications. Agents of a network aim to minimize the sum of local linear cost functions subject to both individual constraints and a linear coupling constraint involving all the decision v...

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Bibliographic Details
Published in:	IEEE transactions on automatic control Vol. 67; no. 1; pp. 413 - 420
Main Authors:	Camisa, Andrea, Notarnicola, Ivano, Notarstefano, Giuseppe
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.01.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Approximation algorithms Constraint-coupled optimization Cost function Coupling Couplings Decomposition Distributed algorithms distributed optimization Heuristic algorithms Integer programming Linear programming Mixed integer mixed-integer linear programming Resource management Task analysis
ISSN:	0018-9286, 1558-2523
Online Access:	Get full text
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