Evolving Families of Shapes

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Filipe Assunção, João Correia, Pedro Martins, Penousal Machado: Evolving Families of Shapes. In Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015, 2015, pp. 4134-4135.



Visual families are seen as sets of artifacts that share common visual features allowing one to intuitively classify them as belonging to the same family. An evolutionary approach for the creation of such families of shapes, where each genotype encodes a visual language by means of a non-deterministic grammar is explored.

Extended Abstract


author = {Filipe Assun{\c{c}}{\~{a}}o and Jo{\~{a}}o Correia and Pedro Martins and Penousal Machado},
editor = {Qiang Yang and Michael Wooldridge},
title = {Evolving Families of Shapes},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July 25-31, 2015},
pages = {4134–4135},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/papers15/Abstracts/IJCAI15-580.html http://de.evo-art.org/index.php?title=Evolving_Families_of_Shapes },
timestamp = {Mon, 20 Jul 2015 19:12:40 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/ijcai/AssuncaoCMM15},
bibsource = {dblp computer science bibliography, http://dblp.org}

Used References

[Horigan and Lentczner, 2014] J. Horigan and M. Lentczner. Context Free. http://www.contextfreeart.org/, 2014.

[Machado and Nunes, 2010b] Penousal Machado, Henrique Nunes: A Step Towards the Evolution of Visual Languages. In: Computational Creativity 2010 ICCC 2010. 41-50. http://computationalcreativity.net/iccc2010/papers/machado-nunes-1.pdf http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/mn10.pdf

[Machado et al., 2010a] Machado, Penousal; Nunes, Henrique; Romero, Juan: Graph-Based Evolution of Visual Languages. In: EvoMUSART 2010, 271-280. DOI: http://link.springer.com/10.1007/978-3-642-12242-2_28 http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/mnr10.pdf

[Machado et al., 2015] Penousal Machado, João Correia, Filipe Assunção: Graph-based evolutionary art. In: Gandomi, A., Alavi, A.H., Ryan, C. (eds.) Handbook of Genetic Programming Applications. Springer, Heidelberg (2015) http://dx.doi.org/10.1007/978-3-319-20883-1_1 http://www.conceptcreationtechnology.eu/?q=system/files/machado2015.pdf

[Stiny and Gips, 1971] George Stiny and James Gips. Shape grammars and the generative specification of paintings and sculpture. In C. V. Freiman, editor, Information Processing 71, pages 1460–1465, Amsterdam, 1971. North Holland Publishing Co.


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