Verifying experiment for automated design of mechatronic systems using Bond-Graph modelling and simulation and genetic programming

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@Article{journals/ijcat/MalikK08,
  title =        "Verifying experiment for automated design of
                 mechatronic systems using Bond-Graph modelling and
                 simulation and genetic programming",
  author =       "Muhammad Afzaal Malik and Saheeb Ahmed Kayani",
  journal =      "International Journal of Computer Applications in
                 Technology",
  year =         "2008",
  number =       "3",
  volume =       "32",
  bibdate =      "2008-11-13",
  bibsource =    "DBLP,
                 http://dblp.uni-trier.de/db/journals/ijcat/ijcat32.html#MalikK08",
  pages =        "173--180",
  DOI =          "doi:10.1504/IJCAT.2008.020952",
  keywords =     "genetic algorithms, genetic programming, automated
                 design, unified design, bond graphs, object-oriented
                 modelling, simulation, mechatronics, multi-domain
                 systems, mechatronic system design",
  abstract =     "All modern dynamic engineering systems can be
                 characterised as mechatronic systems. The multi-domain
                 nature of a mechatronic system makes it difficult to
                 model using a single modelling technique over the whole
                 system as varying sets of system variables are
                 required. Bond-Graphs offer an advanced object-oriented
                 modelling and simulation technique. They are domain
                 independent allowing straight forward and efficient
                 model composition, classification and analysis.
                 Bond-Graph model of the mechatronic system can be
                 directly simulated on a digital computer using
                 simulation software such as 20-Sim and Modelica
                 graphically or manipulated mathematically to yield
                 state equations using a simplified set of power and
                 energy variables. The simulation scheme can be
                 augmented to synthesise designs for mechatronic systems
                 using genetic programming as a tool for open-ended
                 search. This research paper presents results of an
                 experiment conducted to verify a unified approach
                 developed by combining Bond-Graph modelling and
                 simulation with genetic programming for automated
                 mechatronic system design. A comprehensive review of
                 various aspects of the physical modelling paradigm
                 along with the concept and development of automated
                 design and the methodology is also included.",
  notes =        "IJCAT",
}

Genetic Programming entries for Muhammad Afzaal Malik Saheeb Ahmed Kayani

Citations