Automated Design of Hybrid Systems Using Evolutionary Computation

Created by W.Langdon from gp-bibliography.bib Revision:1.2031

@PhdThesis{Dupuis2011ab,
  author =       "Jean-Francois Dupuis",
  title =        "Automated Design of Hybrid Systems Using Evolutionary
                 Computation",
  school =       "Department of Management Engineering, Engineering
                 Design and Product Development (K\&P), Technical
                 University of Denmark",
  year =         "2011",
  address =      "Lyngby, Denmark",
  month =        apr,
  keywords =     "genetic algorithms, genetic programming, bond graphs",
  URL =          "http://www.jfdupuis.info/files/Dupuis2011ab.pdf",
  size =         "172 pages",
  abstract =     "The study of hybrid systems is becoming increasingly
                 popular. They have enjoyed a particular growth in
                 interest since the 1990s. Most of the focus on the
                 subject has been oriented toward the design of
                 controllers and on the development of a complete
                 control theory. However, this work looks at hybrid
                 systems from a synthesis point of view. More precisely,
                 it aims at developing an automated design synthesis
                 method to the design of hybrid mechatronic systems. In
                 order to achieve that, hybrid bond graphs are used to
                 model the physical systems, and evolutionary
                 computation is used to explore the search space.

                 The study of hybrid systems is becoming increasingly
                 popular. They have enjoyed a particular growth in
                 interest since the 1990s. Most of the focus on the
                 subject has been oriented toward the design of
                 controllers and on the development of a complete
                 control theory. However, this work looks at hybrid
                 systems from a synthesis point of view. More precisely,
                 it aims at developing an automated design synthesis
                 method to the design of hybrid mechatronic systems. In
                 order to achieve that, hybrid bond graphs are used to
                 model the physical systems, and evolutionary
                 computation is used to explore the search space.",
  notes =        "Three-tank system, DC-DC converter",
}

Genetic Programming entries for Jean-Francois Dupuis