Concepedia

Kumara Sastry

KS

59

Publications

2.4K

Citations

30

H-Index

1999

Active since

Affiliations

University of Illinois Urbana-Champaign(Current)

University of Missouri–St. Louis

University of Algarve

University of Missouri

Universitat Ramon Llull

Kumara Sastry is an author at University of Illinois Urbana-Champaign specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceComputer EngineeringMachine LearningSystems EngineeringCombinatorial OptimizationArtificial IntelligenceKnowledge DiscoveryStatistical Inference

Publications per year

1999–2022

59

Publications

59

Estimation of heat transfer parameters in a trickle-bed reactor using differential evolution and orthogonal collocation

B. V. Babu, Kumara Sastry · Computers & Chemical Engineering · 1999 · 142 citations

Differential Evolution, Heat Transfer Process, Engineering +11

Scalability of the Bayesian optimization algorithm

Martin Pelikán, Kumara Sastry, David E. Goldberg · International Journal of Approximate Reasoning · 2002 · 120 citations

Bayesian Statistic, Engineering, Bayesian Optimization +5

Evaluation-Relaxation Schemes for Genetic and Evolutionary Algorithms

Kumara Sastry, Martin Pelikán, Prasanna Parthasarathy et al. · 2004 · 114 citations

Combating user fatigue in iGAs

Xavier Llorà, Kumara Sastry, David E. Goldberg et al. · 2005 · 100 citations

Artificial Intelligence, Engineering, Machine Learning +22

Multiobjective hBOA, clustering, and scalability

Martin Pelikán, Kumara Sastry, David E. Goldberg · 2005 · 98 citations

Cluster Computing, Engineering, Evolutionary Algorithms +20

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