Interweaving genetic programming and genetic algorithm for structural and parametric optimization in adaptive platform product customization
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- @Article{Li:2007:RCIM,
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author = "L. Li and G. Q. Huang and Stephen T. Newman",
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title = "Interweaving genetic programming and genetic algorithm
for structural and parametric optimization in adaptive
platform product customization",
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journal = "Robotics and Computer-Integrated Manufacturing",
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year = "2007",
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volume = "23",
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number = "6",
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pages = "650--658",
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month = dec,
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note = "16th International Conference on Flexible Automation
and Intelligent Manufacturing",
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keywords = "genetic algorithms, genetic programming, Product
platform, Platform product customisation, GBOM,
Evolutionary algorithm",
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DOI = "doi:10.1016/j.rcim.2007.02.014",
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abstract = "An adaptive product platform offers high
customisability for generating feasible product
variants for customer requirements. Customisation takes
place not only to product platform structure but also
to its relevant parameters. Structural and parametric
optimisation processes are interwoven with each other
to achieve the total optimality. This paper presents an
evolutionary method dealing with interwoven structural
and parametric optimisation of adaptive platform
product customisation. The method combines genetic
programming and genetic algorithm for handling
structural and parametric optimization, respectively.
Efficient genetic representation and operation schemes
are carefully adapted. While designing these schemes,
features specific to structural and parameter
customisation are considered for the simplification of
platform product management. The experimental results
show that the performance of the proposed algorithm
outperforms that of the tandem evolutionary algorithm
in which a genetic algorithm for parametric
optimisation is totally nested in a genetic programming
for structural optimisation.",
- }
Genetic Programming entries for
L Li
George Q Huang
Stephen T Newman
Citations