Solution of differential equations with Genetic Programming and the Stochastic Bernstein Interpolation
Created by W.Langdon from
gp-bibliography.bib Revision:1.7954
- @Misc{BDS-TR-2005-001,
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author = "Daniel Howard and Joseph Kolibal",
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title = "Solution of differential equations with Genetic
Programming and the Stochastic Bernstein
Interpolation",
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institution = "Biocomputing-Developmental Systems Group, University
of Limerick",
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year = "2005",
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number = "BDS-TR-2005-001",
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address = "Ireland",
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month = jun # " 19",
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keywords = "genetic algorithms, genetic programming",
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URL = "http://www.genetic-programming.org/hc2005/bds.pdf",
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abstract = "This report introduces a method for the solution of
the Convection-Diffusion equations (CDE) that combines
Genetic Programming with Stochastic Bernstein
Interpolation. Significantly, it is being used to solve
a problem that has resisted analysis for a long time
using other methods. Although the method in this report
solves the one-dimensional CDE which has also been
solved analytically and optimally, our strategy of
combining the Stochastic Bernstein Interpolation method
with GP allows for the method to extend to higher
dimensions, and thus it shows how to construct GP based
methods for solving a range of computational problems
in multiple dimensions which have hitherto resisted
numerical solution.",
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size = "37 pages",
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notes = "Honorable Mention 2005 HUMIES GECCO-2005",
- }
Genetic Programming entries for
Daniel Howard
Joseph Kolibal
Citations