Kumara Sastry

Archive for 'Book chapters' Category

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

20 March 2006

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

20 March 2006

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

20 March 2006

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

20 March 2006

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

24 November 2005

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

12 September 2004

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

12 October 2003

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

12 October 2003

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

24 August 2003

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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