Topological search in automated mechatronic system synthesis using bond graphs and genetic programming
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gp-bibliography.bib Revision:1.7954
- @InProceedings{jianjunHu:2004:ACC,
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author = "Jianjun Hu and Erik Goodman and Ronald Rosenberg",
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title = "Topological search in automated mechatronic system
synthesis using bond graphs and genetic programming",
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booktitle = "Proceedings of American Control Conference ACC 2004",
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year = "2004",
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volume = "6",
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pages = "5628--5634",
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month = jun # " 30-" # jul # " 2",
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organisation = "American Control Conference",
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address = "Boston, MA, USA",
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email = "hujianju@msu.edu",
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keywords = "genetic algorithms, genetic programming, bond graphs,
control system synthesis, eigenvalues and
eigenfunctions, inverse problems, mechatronics, search
problems, automated mechatronic system synthesis, bond
graphs, eigenvalue placement problem, encoding, inverse
problem, open ended topology search, population
seeding, scalable benchmark problem",
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ISBN = "0-7803-8335-4",
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URL = "http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=1384751",
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abstract = "We have introduced a well-defined scalable benchmark
problem - the eigenvalue placement problem - to
investigate scalability issues in automated topology
synthesis of mechatronic systems based on bond graphs
and genetic programming. This classical inverse problem
shares characteristics with many other system synthesis
problems, such as electric circuit and controller
synthesis, in terms of epistasis and multi-modality of
the search space. Critical issues of open-ended
topology search by genetic programming are
investigated, including encoding, population seeding,
scalability and evolvability. For the eigenvalue
problems, we have found there exists a correlation
between structure and function that is important for
efficient topology search. Standard genetic programming
has been used to solve up to 20-eigen-value problems,
finding the target system of bush topology out of
823,065 possibilities with only 29506 topology
evaluations.",
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notes = "Also known as \cite{1384751}",
- }
Genetic Programming entries for
Jianjun Hu
Erik Goodman
Ronald C Rosenberg
Citations