Kumara Sastry » Multiobjective Optimization

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].

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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].

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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]

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Multiobjective genetic algorithms for multiscaling excited state direct dynamics in photochemistry

admin — Wed, 12 Jul 2006 00:35:17 +0000

Sastry, 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].

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Multiobjective estimation of distribution algorithms

admin — Mon, 20 Mar 2006 20:21:37 +0000

Pelikan, M., Sastry, K., Goldberg, D. E. (In press). In Pelikan, M., Sastry, K., Cantú-Paz, E. (Eds.), Scalable Optimization via Probabilistic Modeling: From Algorithms to Applications.

Limits of scalability of multiobjective estimation of distribution algorithms

admin — Mon, 05 Sep 2005 16:00:04 +0000

Sastry, K., Pelikan, M., Goldberg, D. E. (2005). Proceedings of the Congress on Evolutionary Computation, 3, 2217—2224. [Full paper - PDF] [Full paper - PS] [Presentation slides].

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Multiojbective hBOA, clustering, and scalability

admin — Fri, 24 Jun 2005 16:00:49 +0000

Pelikan, M., Sastry, K., Goldberg, D. E. (2005). Proceedings of the Genetic and Evolutionary Computation Conference. 663—670. [Full paper - PDF] [Full paper - PS].
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Fitness inheritance in multi-objective optimization

admin — Mon, 24 Jun 2002 23:00:32 +0000

Chen, J.-H., Goldberg, D. E., Ho, S.-Y., Sastry, K. (2002). Proceedings of the Genetic and Evolutionary Computation Conference. 319—326. [Full paper - PDF] [Full paper - PS].
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