Archive for 'Publications' Category
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.
Efficiency enhancement of estimation of distribution algorithms
29 July 2006Sastry, K. (2006). Presentation at MEDAL gathering on evolutionary computation. Download presentation slides.
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].
Sporadic model building for efficiency enhancement of hBOA
11 July 2006Pelikan, M., Sastry, K., Goldberg, D. E. (2006). Proceedings of the 2006 Genetic and Evolutionary Computation Conference, 405—412. [Full paper - PDF] [Full paper - PS][Presentation slides].
Population sizing for entropy-based model building in genetic algorithms
20 June 2006Yu, T.-L., Sastry, K., Goldberg, D. E., Pelikan, M. (2006). lliGAL report no. 2006020. University of Illinois at Urbana Champaign. [Full paper - PDF] [Full paper - PS] .
Efficient interactive weight tuning for TTS synthesis: Reducing user fatigue by improving user consistency
15 June 2006Alías, F., Llorà, X., Formiga, L., Sastry, K., Goldberg, D. E. (2006). IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2006). 1, 865—868. [Full paper - PDF].
