Kumara Sastry » Book chapters

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.

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.

Efficiency enhancement of estimation of distribution algorithms

admin — Mon, 20 Mar 2006 20:14:21 +0000

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

Linkage learning via probabilistic modeling in the ECGA

admin — Mon, 20 Mar 2006 20:12:03 +0000

Harik, G. R., Lobo, F. G., Sastry, K. (In press) . In Pelikan, M., Sastry, K., Cantú-Paz, E. (Eds.), Scalable Optimization via Probabilistic Modeling: From Algorithms to Applications.

Genetic algorithms: A tutorial

admin — Fri, 25 Nov 2005 02:45:14 +0000

Sastry, K., Goldberg, D.E., Kendall, G. (2005). In Burke, E. and Kendall, G. (Eds), Introductory Tutorials in Optimization, Search and Decision Support Methodologies. Berlin: Springer.

Population sizing for genetic programming based upon decision making

admin — Mon, 13 Sep 2004 00:04:49 +0000

Sastry, K., O’Reilly, U.-M., Goldberg, D. E. (2004). Genetic Programming Theory and Practice II. 49—66. [Full paper - PDF] [Full paper - PS] [Presentation slides].

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Probabilistic model building and competent genetic programming

admin — Sun, 12 Oct 2003 22:00:00 +0000

Sastry, K., Goldberg, D. E. (2003). . In Riolo, R., Worzel, B. (Eds.), Genetic Programming Theory and Practice. 205—220. Boston, MA: Kluwer Academic Publishers. [Full paper - PDF] [Full paper - PS] [Presentation slides].

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Building-block supply in genetic programming

admin — Sun, 12 Oct 2003 16:00:19 +0000

Sastry, K., O’Reilly, U.-M., Goldberg, D. E., Hill, D. (2003). . In Riolo, R., Worzel, B. (Eds.), Genetic Programming Theory and Practice. 155—172. Boston, MA: Kluwer Academic Publishers. [Full paper - PDF] [Full paper - PS] [Presentation slides].

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Discovering deep building blocks for competent genetic algorithms using chance discovery via KeyGraphs

admin — Sun, 24 Aug 2003 16:00:45 +0000

Goldberg, D. E., Sastry, K., Ohsawa, Y. (2003). In Ohsawa, Y., McBurney, P. (Eds.), Chance Discovery. 276—302. Berlin: Springer-Verlag. [Full paper - PDF] [Full paper - PS].
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