Archive for 'Genetic and Evolutionary Algorithms' Category

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Speeding online synthesis via enforced selecto-recombination

6 April 2008

Saruwatari, S., Llorà, X., Yasui, N. I., Tamura, H., Sastry, K., Goldberg, D. E. (2008). IlliGAL Report No. 2008004. University of Illinois at Urbana-Champaign, Urbana IL. [Full Paper – PDF] [Full Paper – PS].
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Improving small population performance under noise with viral infection + tropism

6 April 2008

Sato, Y., Goldberg, D. E., Sastry, K. (2008). IlliGAL Report No. 2008002. University of Illinois at Urbana-Champaign, Urbana IL. [Full Paper – PDF] [Full Paper – PS].

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Discovering building blocks for human based genetic algorithms

6 April 2008

Ueda, T., Yasui, N. I., Llorà, X., Sastry, K. Goldberg, D. E. (2008). Smart Systems Engineering: Computational Intelligence in Architecting Complex Engineering Systems (ANNIE 2007). [First Runner Up, Theoretical Developments in Computational Intelligence] [Preprint: IlliGAL Report No. 2007020].
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Empirical Analysis of ideal recombination on random decomposable problems

14 July 2007

Sastry, 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].




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Let’s get ready to rumble redux: Crossover versus mutation head to head on exponentially scaled problems

13 July 2007

Sastry, 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].




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Single and multiobjective genetic algorithm toolbox for Matlab in C++

11 June 2007

Sastry, K. (2007). IlliGAL Report No. 2007017. University of Illinois at Urbana-Champaign, Urbana IL. [Documentation – PDF] [Documentation – PS] [Download source code].

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Single and Multiobjective Genetic Algorithm Toolbox in C++

11 June 2007

Sastry, K. (2007). IlliGAL Report No. 2007016. University of Illinois at Urbana-Champaign, Urbana IL. [Documentation – PDF] [Documentation – PS] [Download source code].

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Optimization of semiempirical quantum chemisty methods via multiobjective genetic algorithms: Accurate photochemistry for larger molecules and longer time scales

4 June 2007

Sastry, 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]

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A survey of linkage learning techniques in genetic and evolutionary algorithms

15 April 2007

Chen, 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].

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Analysis of ideal recombination on random decomposable problems

8 April 2006

Sastry, 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] .

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