Saturday, March 25, 2006

 

New IlliGAL technical reports

IlliGAL is pleased to announce the publication of following technical reports:

Llorà, X. Goldberg, D. E. (2006). The Innovation Pump: Supporting Creative Processes in Collaborative Engineering. IlliGAL Report No. 2006011. [Abstract] [Full paper in PS] [Full paper in PDF].

Lanzi P.L., Loiacono D. (2006). Standard and Averaging Reinforcement Learning in XCS. IlliGAL Report No. 2006010. [Abstract] [Full paper in PS] [Full paper in PDF].

Lanzi P.L., Loiacono D., Wilson S.W., Goldberg D.E. (2006). Classifier Prediction based on Tile Coding. IlliGAL Report No. 2006009. [Abstract] [Full paper in PS] [Full paper in PDF].

Lanzi P.L., Loiacono D., Wilson S.W., Goldberg D.E. (2006). Prediction Update Algorithms for XCSF: RLS, Kalman Filter, and Gain Adaptation. IlliGAL Report No. 2006008. [Abstract] [Full paper in PS] [Full paper in PDF].

Yu, T.-L., Goldberg, D. E. (2006). Conquering Hierarchical Difficulty by Explicit Chunking: Substructural Chromosome Compression. IlliGAL Report No. 2006007. [Abstract] [Full paper in PS] [Full paper in PDF].

Winward, P., Goldberg, D. E. (2006). Fluctuating Crosstalk, Deterministic Noise, and GA Scalability. IlliGAL Report No. 2006006. [Abstract] [Full paper in PS] [Full paper in PDF].

Sastry, K., Johnson, D.D., Thompson, A. L., Goldberg, D. E., Martinez, T. J., Leiding, J., Owens, J. (2006). Multiobjective Genetic Algorithms for Multiscaling Excited State Direct Dynamics in Photochemistry. IlliGAL Report No. 2006005. [Abstract] [Full paper in PS] [Full paper in PDF].

Llorà, X., Sastry, K., Alías, F., Goldberg, D. E., Welge, M. (2006). Analyzing Active Interactive Genetic Algorithms using Visual Analytics. IlliGAL Report No. 2006004. [Abstract] [Full paper in PS] [Full paper in PDF].

Sastry, K., Lima, C. F., Goldberg, D. E. (2006). Evaluation Relaxation Using Substructural Information and Linear Estimation. IlliGAL Report No. 2006003. [Abstract] [Full paper in PS] [Full paper in PDF].

Pelikan, M., Sastry, K., Butz, M.V., Goldberg, D.E. (2006).
Hierarchical BOA on random decomposable problems
. IlliGAL Report No. 2006002. [Abstract] [Full paper in PS] [Full paper in PDF].

Llorà X., Sastry, K. (2006). Fast Rule Matching for Learning Classifier Systems via Vector Instructions. IlliGAL Report No. 2006001. [Abstract] [Full paper in PS] [Full paper in PDF].

Other IlliGAL technical reports and publications are available here.

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