Genetic Programming Theory and Practice 2010: An Introduction
Created by W.Langdon from
gp-bibliography.bib Revision:1.8098
- @InCollection{McConaghy:2010:intro,
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author = "Trent McConaghy and Ekaterina Vladislavleva and
Rick Riolo",
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title = "Genetic Programming Theory and Practice 2010: An
Introduction",
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booktitle = "Genetic Programming Theory and Practice VIII",
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year = "2010",
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editor = "Rick Riolo and Trent McConaghy and
Ekaterina Vladislavleva",
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series = "Genetic and Evolutionary Computation",
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volume = "8",
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address = "Ann Arbor, USA",
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month = "20-22 " # may,
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publisher = "Springer",
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pages = "xvii--xxviii",
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keywords = "genetic algorithms, genetic programming",
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isbn13 = "978-1-4419-7746-5",
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URL = "http://www.springer.com/computer/ai/book/978-1-4419-7746-5",
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URL = "http://trent.st/content/2010-GPTP-introduction.pdf",
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size = "12 pages",
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abstract = "The toy problems are long gone, real applications are
standard, and the systems have arrived. Genetic
programming (GP) researchers have been designing and
exploiting advances in theory, algorithm design, and
computing power to the point where (traditionally) hard
problems are the norm. As GP is being deployed in more
real-world and hard problems, GP research goals are
evolving to a higher level, to systems in which GP
algorithms play a key role. The key goals in GP
algorithm design are reasonable resource usage,
high-quality results, and reliable convergence. To
these GP algorithm goals, we add GP system goals: ease
of system integration, end-user friendliness, and user
control of the problem and interactivity. In this book,
expert GP researchers demonstrate how they have been
achieving and improving upon the key GP algorithm and
system aims, to realize them on real-world / hard
problems. This work was presented at the GP Theory and
Practice (GPTP) 2010 workshop. This introductory
chapter summarises how these experts' work is driving
the frontiers of GP algorithms and GP systems in their
application to ever-harder application domains.",
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notes = "part of \cite{Riolo:2010:GPTP}",
- }
Genetic Programming entries for
Trent McConaghy
Ekaterina (Katya) Vladislavleva
Rick L Riolo
Citations