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Decomposition and Coordination for Multiobjective Complex Systems

Authors: Margaret M. Wiecek and Melissa Gardenghi

Published in: Dagstuhl Seminar Proceedings, Volume 9041, Hybrid and Robust Approaches to Multiobjective Optimization (2009)

Abstract

Complex systems are modeled as collections of multiobjective programs each representing a subsystem (or component) of the overall system. The subsystems interact with each other in various ways adding to the complexity of the overall problem. Since the calculation of efficient sets of these complex systems presents a challenging problem, it is desirable to decompose the overall system into component multiobjective programs that are more easily solvable and then construct the efficient set of the overall system. Selected cases of complex system are presented and relationships between their efficient sets the efficient sets of their subsystems are given.

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Margaret M. Wiecek and Melissa Gardenghi. Decomposition and Coordination for Multiobjective Complex Systems. In Hybrid and Robust Approaches to Multiobjective Optimization. Dagstuhl Seminar Proceedings, Volume 9041, pp. 1-9, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2009)

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@InProceedings{wiecek_et_al:DagSemProc.09041.8,
  author =	{Wiecek, Margaret M. and Gardenghi, Melissa},
  title =	{{Decomposition and Coordination for Multiobjective Complex Systems}},
  booktitle =	{Hybrid and Robust Approaches to Multiobjective Optimization},
  pages =	{1--9},
  series =	{Dagstuhl Seminar Proceedings (DagSemProc)},
  ISSN =	{1862-4405},
  year =	{2009},
  volume =	{9041},
  editor =	{Kalyanmoy Deb and Salvatore Greco and Kaisa Miettinen and Eckart Zitzler},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagSemProc.09041.8},
  URN =		{urn:nbn:de:0030-drops-19992},
  doi =		{10.4230/DagSemProc.09041.8},
  annote =	{Keywords: Multiobjective programs, complex systems, efficient set, decomposition, coordination}
}

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Decomposition and Coordination for Multiobjective Complex Systems

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