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10. Horigan, J., Lentczner, M.: Context Free Design Grammar version 2 syntax (2015). http://​www.​contextfreeart.​org/​mediawiki/​index.​php/​Version_​2_​Syntax
 
10. Horigan, J., Lentczner, M.: Context Free Design Grammar version 2 syntax (2015). http://​www.​contextfreeart.​org/​mediawiki/​index.​php/​Version_​2_​Syntax
  
11. [[Penousal Machado]], Correia, J., Assunção, F.: [[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
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11. [[Penousal Machado]], Correia, J., [[Filipe Assunção | Assunção, Filipe]]: [[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
  
 
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12. Krcah, P., Toropila, D.: Combination of novelty search and fitness-based search applied to robot body-brain co-evolution. In: Czech-Japan Seminar on Data Analysis and Decision Making in Service Science, pp. 1–6 (2010)
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25. Vinhas, A.: [[Novelty and figurative expression-based evolutionary art]]. Master’s thesis, Department of Informatic Engineering, Faculty of Sciences and Technology, University of Coimbra, July 2015
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25. [[Adriano Vinhas | Vinhas, Adriano]]: [[Novelty and figurative expression-based evolutionary art]]. Master’s thesis, Department of Informatic Engineering, Faculty of Sciences and Technology, University of Coimbra, July 2015
  
 
26. Fonseca, C.M., Fleming, P.J.: An overview of evolutionary algorithms in multiobjective optimization. Evol. Comput. 3(1), 1–16 (1995) http://dx.doi.org/10.1162/evco.1995.3.1.1
 
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31. [[Penousal Machado | Machado, Penousal]]; [[Henrique Nunes | Nunes, Henrique]]; [[Juan Romero | 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  
 
31. [[Penousal Machado | Machado, Penousal]]; [[Henrique Nunes | Nunes, Henrique]]; [[Juan Romero | 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  
  
32. Assunção, F.: [[Grammar based evolutionary design]]. Master’s thesis, Department of Informatic Engineering, Faculty of Sciences and Technology, University of Coimbra, July 2015
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32. [[Filipe Assunção | Assunção, Filipe]]: [[Grammar based evolutionary design]]. Master’s thesis, Department of Informatic Engineering, Faculty of Sciences and Technology, University of Coimbra, July 2015
  
 
33. [[Brian J. Ross]], W. Ralph and H. Zong: [[Evolutionary Image Synthesis Using a Model of Aesthetics]]. In: Yen, G.G., Lucas, S.M., Fogel, G., Kendall, G., Salomon, R., Zhang, B.T., Coello, C.A.C., Runarsson, T.P. (eds.) Proceedings of the 2006 IEEE Congress on Evolutionary Computation, July 16–21, pp. 1087–1094. IEEE Press, Vancouver (2006) DOI: http://dx.doi.org/10.1109/CEC.2006.1688430 http://www.cosc.brocku.ca/~bross/research/CEC2006.pdf  http://www.cosc.brocku.ca/~bross/DFN_gallery/
 
33. [[Brian J. Ross]], W. Ralph and H. Zong: [[Evolutionary Image Synthesis Using a Model of Aesthetics]]. In: Yen, G.G., Lucas, S.M., Fogel, G., Kendall, G., Salomon, R., Zhang, B.T., Coello, C.A.C., Runarsson, T.P. (eds.) Proceedings of the 2006 IEEE Congress on Evolutionary Computation, July 16–21, pp. 1087–1094. IEEE Press, Vancouver (2006) DOI: http://dx.doi.org/10.1109/CEC.2006.1688430 http://www.cosc.brocku.ca/~bross/research/CEC2006.pdf  http://www.cosc.brocku.ca/~bross/DFN_gallery/

Aktuelle Version vom 12. Juni 2016, 13:57 Uhr

Referenz

Adriano Vinhas, Filipe Assunção, João Correia, Anikó Ekárt, Penousal Machado: Fitness and Novelty in Evolutionary Art. In: EvoMUSART 2016, 225-240.

DOI

http://dx.doi.org/10.1007/978-3-319-16498-4_3

Abstract

In this paper the effects of introducing novelty search in evolutionary art are explored. Our algorithm combines fitness and novelty metrics to frame image evolution as a multi-objective optimisation problem, promoting the creation of images that are both suitable and diverse. The method is illustrated by using two evolutionary art engines for the evolution of figurative objects and context free design grammars. The results demonstrate the ability of the algorithm to obtain a larger set of fit images compared to traditional fitness-based evolution, regardless of the engine used

Extended Abstract

Bibtex

@incollection{
year={2016},
isbn={978-3-319-31007-7},
booktitle={Evolutionary and Biologically Inspired Music, Sound, Art and Design},
volume={9596},
series={Lecture Notes in Computer Science},
editor={Johnson, Colin and Ciesielski, Vic and Correia, João and Machado, Penousal},
doi={http://dx.doi.org/10.1007/978-3-319-16498-4_3 },
title={Fitness and Novelty in Evolutionary Art},
url={http://link.springer.com/chapter/10.1007/978-3-319-31008-4_16 http://de.evo-art.org/index.php?title=Fitness_and_Novelty_in_Evolutionary_Art },
publisher={Springer International Publishing},
keywords={Novelty search; Evolutionary art; Multi-objective optimisation},
author={Vinhas, Adriano and Assunção, Filipe and Correia, João and Ekárt, Anikó and Machado, Penousal},
pages={225-240},
language={English}
}


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