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Article Dans Une Revue Theorie in den Biowissenschaften / Theory in Biosciences Année : 2016

Defining and simulating open-ended novelty: requirements, guidelines, and challenges.

Résumé

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.

Dates et versions

hal-01323108 , version 1 (30-05-2016)

Identifiants

Citer

Wolfgang Banzhaf, Bert Baumgaertner, Guillaume Beslon, René Doursat, James A Foster, et al.. Defining and simulating open-ended novelty: requirements, guidelines, and challenges.. Theorie in den Biowissenschaften / Theory in Biosciences, 2016, ⟨10.1007/s12064-016-0229-7⟩. ⟨hal-01323108⟩
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