Capturing expert knowledge of mesh refinement in numerical methods of impact analysis by means of genetic programming
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- @Article{Howard:2011a:SC,
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author = "Daniel Howard and Adrian Brezulianu",
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title = "Capturing expert knowledge of mesh refinement in
numerical methods of impact analysis by means of
genetic programming",
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journal = "Soft Computing",
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year = "2011",
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volume = "15",
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number = "1",
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pages = "103--110",
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month = jan,
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keywords = "genetic algorithms, genetic programming",
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publisher = "Springer Berlin / Heidelberg",
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ISSN = "1432-7643",
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URL = "https://rdcu.be/cAMtA",
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DOI = "doi:10.1007/s00500-010-0684-x",
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abstract = "The mesh refinement decisions of an experienced user
of high-velocity impact numerical approximation finite
differences computations are discovered as a set of
comprehensible rules by means of Genetic Programming.
These rules that could automatically trigger adaptive
mesh refinement to mimic the expert user, detect mesh
cells that require refinement by evolving a formula
involving cell quantities such as material densities.
Various cell variable combinations are investigated in
order to identify the optimal ones for indicating mesh
refinement. A high-velocity impact phenomena example of
a tungsten ball that strikes a steel plate illustrates
this methodology.",
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affiliation = "Howard Science Limited, 24 Sunrise, Malvern, WR14 2NJ
UK",
- }
Genetic Programming entries for
Daniel Howard
Adrian Brezulianu
Citations