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2007 02 16

New IlliGAL technical reports

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

Sastry K. Goldberg D. E. Llorà X. (2007). Towards Billion Bit Optimization via Efficient Genetic Algorithms. IlliGAL Report No. 2007007. [Abstract] [Full paper in PS] [Full paper in PDF].

Llorà X. Reddy R. Matesic B. Bhargava R. (2007). Towards Better than Human Capability in Diagnosing Prostate Cancer Using Infrared Spectroscopic Imaging. IlliGAL Report No. 2007006. [Abstract] [Full paper in PS] [Full paper in PDF].

Sastry, K., Goldberg, D. E. (2007). Let's Get Ready to Rumble Redux: Crossover Versus Mutation Head to Head on Exponentially Scaled Problems. IlliGAL Report No. 2007005. [Abstract] [Full paper in PS] [Full paper in PDF].

Orriols A. Sastry K. Lanzi P. L. Goldberg D. E. Bernadó-Mansilla E. (2007). Modeling Selection Pressure in XCS for Proportionate and Tournament Selection. IlliGAL Report No. 2007004. [Abstract] [Full paper in PS] [Full paper in PDF].

Lanzi P.L. Butz M.V. Goldberg D.E. (2007). Empirical Analysis of Generalization and Learning in XCS with Gradient Descent. IlliGAL Report No. 2007003. [Abstract] [Full paper in PS] [Full paper in PDF].

Lanzi, P. L., Loiacono, D. (2007). Classifier Systems that Compute Action Mappings. IlliGAL Report No. 2007002. [Abstract] [Full paper in PS] [Full paper in PDF].

Orriols-Puig A. Goldberg D. E. Sastry K. Bernadó-Mansilla E. (2007). Modeling XCS in Class Imbalances: Population Size and Parameter Settings. IlliGAL Report No. 2005018. [Abstract] [Full paper in PS] [Full paper in PDF].

Other IlliGAL technical reports and publications are available here.

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