Introducing an Age-Varying Fitness Estimation Function
Created by W.Langdon from
gp-bibliography.bib Revision:1.8098
- @InCollection{Hodjat:2012:GPTP,
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author = "Babak Hodjat and Hormoz Shahrzad",
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title = "Introducing an Age-Varying Fitness Estimation
Function",
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booktitle = "Genetic Programming Theory and Practice X",
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year = "2012",
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series = "Genetic and Evolutionary Computation",
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editor = "Rick Riolo and Ekaterina Vladislavleva and
Marylyn D. Ritchie and Jason H. Moore",
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publisher = "Springer",
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chapter = "5",
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pages = "59--71",
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address = "Ann Arbor, USA",
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month = "12-14 " # may,
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keywords = "genetic algorithms, genetic programming, Evolutionary
Computation, Fitness Functions, Distribution, Large
Data",
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isbn13 = "978-1-4614-6845-5",
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URL = "http://dx.doi.org/10.1007/978-1-4614-6846-2_5",
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DOI = "doi:10.1007/978-1-4614-6846-2_5",
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abstract = "We present a method for estimating fitness functions
that are computationally expensive for an exact
evaluation. The proposed estimation method applies a
number of partial evaluations based on incomplete
information or uncertainties. We show how this method
can yield results that are close to similar methods
where fitness is measured over the entire dataset, but
at a fraction of the speed or memory usage, and in a
parallelisable manner. We describe our experience in
applying this method to a real world application in the
form of evolving equity trading strategies.",
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notes = "part of \cite{Riolo:2012:GPTP} published after the
workshop in 2013",
- }
Genetic Programming entries for
Babak Hodjat
Hormoz Shahrzad
Citations