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2007 04 03

New IlliGAL technical reports

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

Lima C. F. Pelikan M. Goldberg D. E. Lobo F. G. Sastry K. Hauschild M. (2007). Influence of Selection and Replacement Strategies on Linkage Learning in BOA. IlliGAL Report No. 2007013. [Abstract] [Full paper in PS] [Full paper in PDF].

Yu T.-L. (2007). A Matrix Approach for Finding Extrema: Problems with Modularity Hierarchy and Overlap. IlliGAL Report No. 2007012. [Abstract] [Full paper in PS] [Full paper in PDF].

Llorà X. Sastry K. Yu T.-L. Goldberg D. E. (2007). Do not Match Inherit: Fitness Surrogates for Genetics-Based Machine Learning Techniques. IlliGAL Report No. 2007011. [Abstract] [Full paper in PS] [Full paper in PDF].

Orriols-Puig A. Sastry K. Goldberg D. E. Bernadó-Mansilla E. (2007). Substructrual Surrogates for Learning Decomposable Classification Problems: Implementation and First Results. IlliGAL Report No. 2007010. [Abstract] [Full paper in PS] [Full paper in PDF].

Sastry K. Orriols-Puig A. (2007). Extended Compact Genetic Algorithm in Matlab. IlliGAL Report No. 2007009. [Abstract] [Full paper in PS] [Full paper in PDF] [Download source code].

Hauschild M. Pelikan M. Lima C. F. Sastry K. (2007). Analyzing Probabilistic Models in Hierarchical BOA on Traps and Spin Glasses. IlliGAL Report No. 2007008 (Also MEDAL report no. 2007001 ). [Abstract] [Full paper in PS] [Full paper in PDF].

Other IlliGAL technical reports and publications are available here.

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