Archive for 'Publications' Category
E2K: Evolution to knowledge
13 September 2006by Xavier Llorà (2006).
ACM SIGEvolution, Volume 1 , Issue 3, pp. 10-17. Link to the Journal.
Also as IlliGAL TR No 2006022. Link to the PDF.
Analyzing active interactive genetic algorithms using visual analytics
7 July 2006by Xavier Llorà, Kumara Sastry , Francesc Alías, David E. Goldberg, and Michael Welge (2006).
Proceedings of the ACM Genetic and Evolutionary Computation Conference (GECCO 2006), pp. 1417–1418, ACM press. Also as IlliGAL TR No 2006004. Link to the PDF.
Fast rule matching for Learning Classifier Systems via vector instructions
7 July 2006by Xavier Llorà and Kumara Sastry (2006, accepted).
Proceedings of the ACM Genetic and Evolutionary Computation Conference (GECCO 2006), pp. 1513–1520, ACM press. Also as IlliGAL TR No 2006001. Link to the PDF.
The χ-ary extended compact classifier system: Linkage learning in Pittsburgh LCS
7 July 2006by Xavier Llorà, Kumara Sastry, David E. Goldberg, and Luis de la Ossa (2006).
To appear in the Proceedings of the International Workshop on Learning Classifier Systems (IWLCS 2006). Also as IlliGAL TR No 2006015. Link to the PDF.
Fast fitness implementation of multiplexer problems for Pittsburgh LCS
15 April 2006by Xavier Llorà (2006).
IlliGAL TR No 2006017. Link to the PDF. Link to the Java code
Innovation and creativity support via chance discovery, genetic algorithms, and data mining
1 March 2006by Xavier Llorà and David E. Goldberg, Yukio Ohsawa, Naohiro Matsumura, Yuichi Washida, Hiroshi Tamura, Masataka Yoshikawa, Michael Welge, Loretta Auvil, Duane Searshmith, Kei Ohnishi, and Chen-Ju Chao (2006).
New Mathematics and Natural Computation, World Scientific, pp. 2(1):85–100. Link to the Journal publication.
The innovation pump: Supporting creative processes in collaborative engineering
26 February 2006by Xavier Llorà and David E. Goldberg (2006).
IlliGAL TR No 2006011. Link to the PDF.
Evaluation consistency in iGAs: User contradictions as cycles in partial-ordering graphs
27 November 2005by Francesc Alías, Xavier Llorà, Lluís Formiga, Kumara Sastry, and David E. Goldberg (2006, accepted).
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2006). May 14-19, 2006. Also as IlliGAL TR No 2005022. Link to the PDF.
The compact classifier system: Motivation, analysis and first results
20 July 2005by Xavier Llorà, Kumara Sastry, and David E. Goldberg (2006).
Proceedings of the Congress on Evolutionary Computation, 1, 596—603. Also as IlliGAL TR No 2005019. Link to the PDF.
Combating user fatigue in iGAs: Partial ordering, support vector machines, and synthetic fitness
19 July 2005by Llorà, X., Sastry, K., Goldberg, D.E., Gupta, A., Lakshmi, L. (2005).
Published in the ACM Genetic and Evolutionary Computation Conference (GECCO 2005), ACM press, pp. 1363–1371. Also as IlliGAL TR No 2005009. Link to the PDF