Defining and Simulating Open-Ended Novelty: Requirements, Guidelines, and Challenges
Created by W.Langdon from
gp-bibliography.bib Revision:1.7964
- @Article{Banzhaf:2016:TBS,
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author = "Wolfgang Banzhaf and Bert Baumgaertner and
Guillaume Beslon and Rene Doursat and James Foster and
Barry McMullin and Vinicius Veloso {de Melo} and
Thomas Miconi and Lee Spector and Susan Stepney and
Roger White",
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title = "Defining and Simulating Open-Ended Novelty:
Requirements, Guidelines, and Challenges",
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journal = "Theory in Biosciences",
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year = "2016",
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volume = "135",
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number = "3",
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pages = "131--161",
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month = sep,
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note = "Special Issue in Commemoration of Olaf Breidbach -
Part I",
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keywords = "genetic algorithms, genetic programming, open-ended
evolution, Modeling and simulation, Open-ended
evolution, Novelty, Innovation, Major transitions,
Emergence",
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DOI = "doi:10.1007/s12064-016-0229-7",
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abstract = "The open-endedness of a system is often defined as a
continual production of novelty. Here we pin down this
concept more fully by defining several types of novelty
that a system may exhibit, classified as variation,
innovation, and emergence. We then provide a meta-model
for including levels of structure in a system's model.
From there, we define an architecture suitable for
building simulations of open-ended novelty-generating
systems and discuss how previously proposed systems fit
into this framework. We discuss the design principles
applicable to those systems and close with some
challenges for the community.",
- }
Genetic Programming entries for
Wolfgang Banzhaf
Bert Baumgaertner
Guillaume Beslon
Rene Doursat
James A Foster
Barry McMullin
Vinicius Veloso de Melo
Thomas Miconi
Lee Spector
Susan Stepney
Roger White
Citations