Advances in the Evolution of Complex Cellular Automata View Full Text


Ontology type: schema:Chapter     


Chapter Info

DATE

2018-10-04

AUTHORS

Michal Bidlo

ABSTRACT

In this study we present some advanced experiments dealing with the evolutionary design of multi-state uniform cellular automata. The generic square calculation problem in one-dimensional automata will be treated as one of the case studies. An analysis of the evolutionary experiments will be proposed and properties of the resulting cellular automata will be discussed. It will be demonstrated that various approaches to the square calculations in cellular automata exist, some of which substantially overcome the known solution. The second case study deals with a non-trivial pattern development problem in two-dimensional automata. Some of the results will be presented which indicate that an exact behaviour can be automatically designed even for cellular automata working with more than ten cell states. A discussion for both case studies is included and potential areas of further research are highlighted. More... »

PAGES

123-146

Book

TITLE

Computational Intelligence

ISBN

978-3-319-99282-2
978-3-319-99283-9

Identifiers

URI

http://scigraph.springernature.com/pub.10.1007/978-3-319-99283-9_7

DOI

http://dx.doi.org/10.1007/978-3-319-99283-9_7

DIMENSIONS

https://app.dimensions.ai/details/publication/pub.1107371555


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