Archive for 'Conference Proceedings' Category
Do not match, Inherit: Fitness surrogates for genetics-based machine learning techniques
13 July 2007Llorà, X., Sastry, K., Yu, T.-L., Goldberg, D. E. (2007). Proceedings of the 2007 Genetic and Evolutionary Computation Conference (GECCO 2007). 1798–1805. [Preprint: IlliGAL report no. 2007011] [Full paper - DOI] [Presentation slides].
Modeling XCS in class imbalances: Population sizing and parameter settings
13 July 2007Orriols-Puig, A., Goldberg, D. E., Sastry, K., Bernadó-Mansilla, E. (2007). Proceedings of the 2007 Genetic and Evolutionary Computation Conference (GECCO 2007). 1838–1845. [Preprint: IlliGAL report no. 2007001] [Full paper - DOI] [Presentation slides].
Analyzing probabilistic models in hierarchical BOA on traps and spin glasses
13 July 2007Hauschild, M., Pelikan, M., Lima, C. F., Sastry, K. (2007). Proceedings of the 2007 Genetic and Evolutionary Computation Conference (GECCO 2007). 523–530. [Preprint: Medal report no. 2007001] [Full paper - DOI] [Download presentation slides].
Substructural neighborhoods for local search in the Bayesian optimization algorithm
27 September 2006Lima, C. F., Pelikan, M., Sastry, K., Butz, M., Goldberg, D. E., Lobo, F. G. (2006). Parallel Problem Solving From Nature (PPSN IX) . 232—241. [Full paper - PDF] [Full paper - PS] .
Hierarchical BOA, cluster exact approximation, and Ising spin glasses
27 September 2006Pelikan, M., Hartmann, A. K., and Sastry, K. (2006). Parallel Problem Solving From Nature (PPSN IX) . 121—131.
Fast rule matching for learning classifier systems via vector instructions
14 July 2006Llorà X. and Sastry, K. (2006). Proceedings of the 2006 Genetic and Evolutionary Computation Conference, 1513—1520. [Full paper - PDF] [Full paper - PS].
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Analyzing active interactive genetic algorithms using visual analytics
14 July 2006Llorà, X., Sastry, K., Alías, F., Goldberg, D. E., Welge, M. (2006). Proceedings of the 2006 Genetic and Evolutionary Computation Conference, 1417—1418. [Full paper - PDF] [Full paper - PS].
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Hierarchical BOA on random decomposable problems
11 July 2006Pelikan, M., Sastry, K., Butz, M.V., Goldberg, D.E. (2006). Proceedings of the 2006 Genetic and Evolutionary Computation Conference, 431—432. [Full paper - PDF] [Full paper - PS] [Poster slides].
Multiobjective genetic algorithms for multiscaling excited state direct dynamics in photochemistry
11 July 2006Sastry, K., Johnson, D.D., Thompson, A. L., Goldberg, D. E., Martinez, T. J., Leiding, J., Owens, J. (2006). Proceedings of the 2006 Genetic and Evolutionary Computation Conference, 1745—1752. [Full paper - PDF] [Full paper - PS] [Presentation slides]. [Best paper award in Real World Applications track] [Silver Humie award at the Human Competitive Results Competition].
Evaluation relaxation using substructural information and linear estimation
11 July 2006Sastry, K., Lima, C. F., Goldberg, D. E. (2006). Proceedings of the 2006 Genetic and Evolutionary Computation Conference, 419—426. [Full paper - PDF] [Full paper - PS] [Presentation slides].
