Kumara Sastry » Genetic and Evolutionary Algorithms

Empirical Analysis of ideal recombination on random decomposable problems

Kumara Sastry — Sat, 14 Jul 2007 14:36:06 +0000

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].

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

Kumara Sastry — Sat, 14 Jul 2007 03:06:50 +0000

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].

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

admin — Mon, 11 Jun 2007 19:48:11 +0000

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

(more…)

Single and Multiobjective Genetic Algorithm Toolbox in C++

admin — Mon, 11 Jun 2007 19:43:43 +0000

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

(more…)

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

admin — Mon, 04 Jun 2007 17:06:33 +0000

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]

(more…)

A survey of linkage learning techniques in genetic and evolutionary algorithms

admin — Sun, 15 Apr 2007 20:28:18 +0000

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].

(more…)

Analysis of ideal recombination on random decomposable problems

admin — Sat, 08 Apr 2006 18:39:58 +0000

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] .

(more…)

Generator and interface for random decomposable problems in C

admin — Sat, 08 Apr 2006 14:32:47 +0000

Pelikan, M., Sastry, K., Butz, M. V., Goldberg, D. E. (2006). MEDAL report no. 2006003. University of Missouri-St. Louis. [Documentation - PDF] [Download source code] .

(more…)

Population sizing to go: Online adaptation using noise and substructural measurement

admin — Mon, 20 Mar 2006 20:27:44 +0000

Yu, 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

admin — Sat, 17 Dec 2005 14:23:53 +0000

Sastry, 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].
(more…)