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Kumara Sastry
Kumara Sastry
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Genetic algorithms
K Sastry, D Goldberg, G Kendall
Search methodologies: Introductory tutorials in optimization and decision …, 2005
7182005
Linkage learning via probabilistic modeling in the extended compact genetic algorithm (ecga)
GR Harik, FG Lobo, K Sastry
Scalable optimization via probabilistic modeling, 39-61, 2006
7022006
Scalable optimization via probabilistic modeling: From algorithms to applications
M Pelikan, K Sastry, E Cantú-Paz
Springer, 2007
2442007
Estimation of heat transfer parameters in a trickle-bed reactor using differential evolution and orthogonal collocation
BV Babu, KKN Sastry
Computers & Chemical Engineering 23 (3), 327-339, 1999
2251999
Evaluation-relaxation schemes for genetic and evolutionary algorithms
K Sastry
University of Illinois at Urbana-Champaign, 2001
1582001
Scalability of the Bayesian optimization algorithm
M Pelikan, K Sastry, DE Goldberg
International Journal of Approximate Reasoning 31 (3), 221-258, 2002
1492002
Combating user fatigue in iGAs: partial ordering, support vector machines, and synthetic fitness
X Llora, K Sastry, DE Goldberg, A Gupta, L Lakshmi
Proceedings of the 7th annual conference on Genetic and evolutionary …, 2005
1462005
Probabilistic model building and competent genetic programming
K Sastry, DE Goldberg
Genetic programming theory and practice, 205-220, 2003
1432003
Multiobjective hBOA, clustering, and scalability
M Pelikan, K Sastry, DE Goldberg
Proceedings of the 7th annual conference on Genetic and evolutionary …, 2005
1412005
Don't evaluate, inherit
K Sastry, DE Goldberg, M Pelikan
Proceedings of the 3rd Annual Conference on Genetic and Evolutionary …, 2001
1262001
Dependency structure matrix, genetic algorithms, and effective recombination
TL Yu, DE Goldberg, K Sastry, CF Lima, M Pelikan
Evolutionary computation 17 (4), 595-626, 2009
1112009
Fitness Inheritance In Multi-objective Optimization.
JH Chen, DE Goldberg, SY Ho, K Sastry
GECCO 2, 319-326, 2002
1112002
Genetic algorithms: the design of innovation
D Goldberg, K Sastry
Springer, 2007
1102007
A practical schema theorem for genetic algorithm design and tuning
DE Goldberg, K Sastry
Proceedings of the 3rd Annual Conference on Genetic and Evolutionary …, 2001
1102001
Bayesian optimization algorithm, decision graphs, and Occam’s razor
M Pelikan, DE Goldberg, K Sastry
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO …, 2001
1082001
Fitness inheritance in the Bayesian optimization algorithm
M Pelikan, K Sastry
Genetic and Evolutionary Computation Conference, 48-59, 2004
1042004
Tournament selection: Stable fitness pressure in XCS
MV Butz, K Sastry, DE Goldberg
Genetic and Evolutionary Computation Conference, 1857-1869, 2003
962003
Scalability of a hybrid extended compact genetic algorithm for ground state optimization of clusters
K Sastry, DE Goldberg, DD Johnson
Materials and Manufacturing Processes 22 (5), 570-576, 2007
952007
A survey of linkage learning techniques in genetic and evolutionary algorithms
Y Chen, TL Yu, K Sastry, DE Goldberg
IlliGAL report 2007014, 2007
932007
Designing competent mutation operators via probabilistic model building of neighborhoods
K Sastry, DE Goldberg
Genetic and Evolutionary Computation Conference, 114-125, 2004
932004
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