A centre–free approach for resource allocation with lower bounds

Germán Obando, Nicanor Quijano, Naly Rakoto–Ravalontsalama

Resultado de la investigación: Contribución a una revistaArtículorevisión exhaustiva

8 Citas (Scopus)

Resumen

Since complexity and scale of systems are continuously increasing, there is a growing interest in developing distributed algorithms that are capable to address information constraints, specially for solving optimisation and decision-making problems. In this paper, we propose a novel method to solve distributed resource allocation problems that include lower bound constraints. The optimisation process is carried out by a set of agents that use a communication network to coordinate their decisions. Convergence and optimality of the method are guaranteed under some mild assumptions related to the convexity of the problem and the connectivity of the underlying graph. Finally, we compare our approach with other techniques reported in the literature, and we present some engineering applications.

Idioma originalInglés estadounidense
Páginas (desde-hasta)1830-1845
Número de páginas16
PublicaciónInternational Journal of Control
Volumen90
N.º9
DOI
EstadoPublicada - sep 2 2017
Publicado de forma externa

All Science Journal Classification (ASJC) codes

  • Ingeniería de control y sistemas
  • Informática aplicada

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