Archive for 'Genetic and Evolutionary Algorithms' Category
Empirical Analysis of ideal recombination on random decomposable problems
14 July 2007Sastry, K., Pelikan, M., Goldberg, D. E. (2007). Proceedings of the 2007 Genetic and Evolutionary Computation Conference (GECCO 2007). 1388–1395. [Nominated for best paper in Genetic Algorithms track] [Preprint: IlliGAL report no. 2006016] [Full paper - DOI] [Presentation slides].
Let’s get ready to rumble redux: Crossover versus mutation head to head on exponentially scaled problems
13 July 2007Sastry, K., Goldberg, D. E. (2007). Proceedings of the 2007 Genetic and Evolutionary Computation Conference (GECCO 2007). 1380–1387. [Preprint: IlliGAL report no. 2007005] [Full paper - DOI] [Presentation slides].
Single and multiobjective genetic algorithm toolbox for Matlab in C++
11 June 2007Sastry, K. (2007). IlliGAL Report No. 2007017. University of Illinois at Urbana-Champaign, Urbana IL. [Documentation - PDF] [Documentation - PS] [Download source code].
Single and Multiobjective Genetic Algorithm Toolbox in C++
11 June 2007Sastry, K. (2007). IlliGAL Report No. 2007016. University of Illinois at Urbana-Champaign, Urbana IL. [Documentation - PDF] [Documentation - PS] [Download source code].
Optimization of semiempirical quantum chemisty methods via multiobjective genetic algorithms: Accurate photochemistry for larger molecules and longer time scales
4 June 2007Sastry, K., Johnson, D. D., Thompson, A. L., Goldberg, D. E., Martinez, T. J., Leiding, J., Owens, J. (2007). Materials and Manufacturing Processes, 22(5), 553-561. [Full Paper - DOI]
A survey of linkage learning techniques in genetic and evolutionary algorithms
15 April 2007Chen, Y.-p., Yu, T.-L., Sastry, K., Goldberg, D. E. (2007). IlliGAL Report No. 2007014. University of Illinois at Urbana-Champaign, Urbana IL. [Full paper - PDF] [Full paper - PS].
Analysis of ideal recombination on random decomposable problems
8 April 2006Sastry, K., Pelikan, M., Goldberg, D. E. (2006). IlliGAL report no. 2006016, and MEDAL report no. 2006004. University of Illinois at Urbana Champaign. [Full paper - PDF] [Full paper - PS] .
Generator and interface for random decomposable problems in C
8 April 2006Pelikan, M., Sastry, K., Butz, M. V., Goldberg, D. E. (2006). MEDAL report no. 2006003. University of Missouri-St. Louis. [Documentation - PDF] [Download source code] .
Population sizing to go: Online adaptation using noise and substructural measurement
20 March 2006Yu, T.-L., Sastry, K., Goldberg, D. E. (In preparation). In Lobo, F., Lima, C., Michalewicz, Z. (Eds.), Parameter Settings in Evolutionary Algorithms.
Fluctuating crosstalk as a source of deterministic noise and its effects on GA scalability
17 December 2005Sastry, K., Winward, P., Goldberg, D. E., Lima, C. F. (2006). Applications of Evolutionary Computing EvoWorkshops2006: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoInteraction, EvoMUSART, EvoSTOCK. 740—751. [Full paper - PDF] [Full paper - PS].
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