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