Combining bond-graphs with genetic programming for
unified/automated design of mechatronic or multi domain
dynamic systems
S. Kayani, and M. Malik. Late breaking paper at Genetic and Evolutionary
Computation Conference (GECCO'2007), page 2515--2518. London, United Kingdom, ACM Press, (7-11 July 2007)
Abstract
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 and polymorphic modeling and
simulation technique. Bond-Graph model of the
mechatronic system can be directly simulated on a
digital computer using simulation software like 20-Sim
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
employing genetic programming as a tool for open ended
search. This research paper presents results of an
experiment developed to combine Bond-Graphs with
genetic programming for unified and automated design of
mechatronic or multi domain dynamic systems.
%0 Conference Paper
%1 1274019
%A Kayani, Saheeb Ahmed
%A Malik, Muhammad Afzaal
%B Late breaking paper at Genetic and Evolutionary
Computation Conference (GECCO'2007)
%C London, United Kingdom
%D 2007
%E Bosman, Peter A. N.
%I ACM Press
%K algorithms, bond design, domain dynamic genetic graphs, mechatronic multi or programming, systems, unified/automated verification
%P 2515--2518
%T Combining bond-graphs with genetic programming for
unified/automated design of mechatronic or multi domain
dynamic systems
%U http://doi.acm.org/10.1145/1274000.1274019
%X 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 and polymorphic modeling and
simulation technique. Bond-Graph model of the
mechatronic system can be directly simulated on a
digital computer using simulation software like 20-Sim
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
employing genetic programming as a tool for open ended
search. This research paper presents results of an
experiment developed to combine Bond-Graphs with
genetic programming for unified and automated design of
mechatronic or multi domain dynamic systems.
@inproceedings{1274019,
abstract = {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 and polymorphic modeling and
simulation technique. Bond-Graph model of the
mechatronic system can be directly simulated on a
digital computer using simulation software like 20-Sim
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
employing genetic programming as a tool for open ended
search. This research paper presents results of an
experiment developed to combine Bond-Graphs with
genetic programming for unified and automated design of
mechatronic or multi domain dynamic systems.},
added-at = {2008-06-19T17:35:00.000+0200},
address = {London, United Kingdom},
author = {Kayani, Saheeb Ahmed and Malik, Muhammad Afzaal},
biburl = {https://www.bibsonomy.org/bibtex/253743376480ae600f806f8fd37b11c0e/brazovayeye},
booktitle = {Late breaking paper at Genetic and Evolutionary
Computation Conference {(GECCO'2007)}},
editor = {Bosman, Peter A. N.},
interhash = {052c8b65351f4dfbade30bf0ae1b6c51},
intrahash = {53743376480ae600f806f8fd37b11c0e},
isbn13 = {978-1-59593-698-1},
keywords = {algorithms, bond design, domain dynamic genetic graphs, mechatronic multi or programming, systems, unified/automated verification},
month = {7-11 July},
notes = {Distributed on CD-ROM at GECCO-2007 ACM Order No.
910071},
pages = {2515--2518},
publisher = {ACM Press},
publisher_address = {New York, NY, USA},
timestamp = {2008-06-19T17:43:00.000+0200},
title = {Combining bond-graphs with genetic programming for
unified/automated design of mechatronic or multi domain
dynamic systems},
url = {http://doi.acm.org/10.1145/1274000.1274019},
year = 2007
}