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Evolution of Self-Assembling Patterns in Cellular Automata using Development

Öztürkeri, Can, Johnson, Colin G. (2011) Evolution of Self-Assembling Patterns in Cellular Automata using Development. Journal of Cellular Automata, 6 (4). pp. 257-300. ISSN 1557-5969. E-ISSN 1557-5977. (KAR id:70946)

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Abstract

This paper is concerned with the application of ideas inspired by developmental biology to the evolution of cellular automata rules using genetic programming. In particular, it is focused on so-called self-assembling patterns. The application of development in computing is reviewed, as is the evolutionary technique used in the paper—Cartesian Genetic Programming. A novel developmental algorithm, termed the Developmental Cellular Model is introduced, and five sets of experiments on various self-assembly problems are detailed and the results examined.

Item Type: Article
Subjects: Q Science > QA Mathematics (inc Computing science) > QA 76 Software, computer programming,
Divisions: Faculties > Sciences > School of Computing
Depositing User: Colin Johnson
Date Deposited: 11 Dec 2018 15:37 UTC
Last Modified: 30 May 2019 08:33 UTC
Resource URI: https://kar.kent.ac.uk/id/eprint/70946 (The current URI for this page, for reference purposes)
Johnson, Colin G.: https://orcid.org/0000-0002-9236-6581
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