Experimental Optimization and Scientific Informatica

Team

Assaf Israeli

B.Sc. 2010, Tel-Hai College. Israel
Research assistant and M.Sc. candidate

Naama Horesh

Research assistant
B.Sc. 2017, Ben-Gurion University, Israel

Latest Publications

Bayesian Performance Analysis for Black-Box Optimization Benchmarking.

Calvo, B., Shir, O.M., Ceberio, J., Doerr, C., Wang, H., Bäck, T., Lozano, J.A.
In Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO-2019 ,2019, Ed. ,ACM Press New York, NY, USA, Pages 1789?1797
2019

Benchmarking Discrete Optimization Heuristics with IOHprofiler.

Doerr, C., Ye, F., Horesh, N., Wang, H., Shir, O.M., Bäck, T.
In Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO-2019 ,2019, Ed. ,ACM Press New York, NY, USA, Pages 1798?1806
2019

On the Covariance-Hessian Relation in Evolution Strategies.

Shir, O.M., Yehudayoff, A.
Theoretical Computer Science 2019 Volume 801 Pages 157-174
2019

Predict or Screen Your Expensive Assay? DoE vs. Surrogates in Experimental Combinatorial Optimization.

Horesh, N., Bäck, T., Shir, O.M.
In Proceedings of the Genetic and Evolutionary Computation Conference, GECCO-2019 ,2019, Ed. ,ACM Press New York, NY, USA, Pages 274?284
2019

Statistical Learning in Soil Sampling Design Aided by Pareto Optimization.

Israeli, A., Emmerich, M., Litaor, M., Shir, O.M.
In Proceedings of the Genetic and Evolutionary Computation Conference, GECCO-2019 ,2019, Ed. ,ACM Press New York, NY, USA, Pages 1198?1205
2019