Computational Intelligence
- Computational Intelligence
- Computational Intelligence
Prof. Ofer Shir
On the Statistical Learning Ability of Evolution Strategies
Shir, O.M., Yehudayoff, A.
In Proceedings of the 14th ACM/SIGEVO Conference on Foundations of Genetic Algorithms FOGA-2017 ,2017, ACM Press Ed. ,ACM Press New York, NY, US, Pages 127?138
2017
Multilevel Evolution Strategies for Multigrid Problems.
Shir, O.M.
ACM Press New York, NY, USA, ,2016
2016
On the Capacity of Evolution Strategies to Statistically Learn the Landscape.
Shir, O.M., Roslund, J., Yehudayoff, A.
Proceedings of the Genetic and Evolutionary Computation Conference, GECCO-2016, 2016 Pages 151-152
2016
Efficient Isothermal Titration Calorimetry Technique Identifies Direct Interaction of Small Molecule Inhibitors with the Target Protein.
Gal, M., Bloch I., Shechter, N., Romanenko, O., Shir, O.M.
Comb Chem High Throughput Screen 2016 Volume 19 Issue 1 Pages 4-13
2016
Genetic background and environmental conditions drive metabolic variation in wild type and transgenic soybean (Glycine max) seeds
Cohen H, Shir OM, Yu Y, Hou W, Sun S, Han T, Amir R.
Plant Cell and Environment 2016 Volume 39 Pages 1805-17
2016
Exploring the complexity of quantum control optimization trajectories.
Nanduri, A., Shir, O.M., Donovan, A., Ho, T.-S., Rabitz, H.
Physical Chemistry Chemical Physics 2015 Volume 17 Issue 1 Pages 334?347
2015
Efficient retrieval of landscape Hessian: Forced optimal covariance adaptive learning
Shir, O.M., Roslund, J., Whitley, D., Rabitz, H.
Physical Review E 2014 Volume 89(6) 063306
2014
Pareto Landscapes Analyses via Graph-Based Modeling for Interactive Decision-Making.
Shir, O.M., Chen, Sh., Amid, D., Margalit, O., Masin, M., Anaby-Tavor, A., Boaz, D.
In EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V. Advances in Intelligent Systems and Computing ,2014, Tantar AA. et al. Ed. ,Springer, Cham , Pages 97?113
2014
Pareto Optimization and Tradeoff Analysis Applied to Meta-Learning of Multiple Simulation Criteria.
Shir, O.M., Moor, D., Chen, Sh., Amid, D., Boaz, D., Anaby-Tavor, A.
In Proceedings of the 2013 Winter Simulation Conference (INFORMS WSC-2013) ,2013, Ed. ,IEEE , Pages 89?100
2013
Self-Organizing Maps for Multi-Objective Pareto Frontiers.
Chen, Sh., Amid, D., Shir, O.M., Boaz, D., Schreck, T., Limonad, L.
In Proceedings of the Pacific Visualization Symposium, PacificVis-2013 ,2013, IEEE Ed. ,IEEE Pacific , Pages 153?160
2013
Quantum Control Experiments as a Testbed for Evolutionary Multi-Objective Algorithms
Shir, O.M., Roslund, J., Leghtas, Z., Rabitz, H.
Genetic Programming and Evolvable Machines 2012 Volume 13 Issue 4 Pages 445?491
2012
Algorithms for Finding Maximum Diversity of Design Variables in Multi-Objective Optimization.
Zadorojniy, A., Masin, M., Greenberg, L., Shir, O.M., Zeidner, L.
In Conference on Systems Engineering Research. Volume 8 of Procedia Computer Science. ,2012, Ed. ,Elsevier , Pages 171-176
2012
Niching in Evolutionary Algorithms
Shir, O.M.
Handbook of Natural Computing: Theory, Experiments, and Applications 2012 Pages 1035?1069
2012
Control of Nirtomethane Photoionization Efficiency with Shaped Femtosecond Pulses.
Roslund, J., Shir, O.M., Dogariu, A., Miles, R., Rabitz, H.
The Journal of Chemical Physics 2011 Volume 134 Issue 15 Pages 154301
2011
Evolutionary Optimization of Rotational Population Transfer.
Rouzée, A., Ghafur, O., Vidma, K., Gijsbertsen, A., Shir, O.M., Bäck, T., Meijer, A., van der Zande, W.J., Parker, D., Vrakking, M.J.J.
Physical Review A 2011 Volume 84 Issue 3 Pages 033415
2011
Fidelity Between Unitary Operators and the Generation of Gates, Robust Against Off-Resonance Perturbations.
Cabrera, R., Shir, O.M., Wu, R., Rabitz, H.
Journal of Physics A: Mathematical and Theoretical 2011 Volume 44 Issue 9 Pages 095302
2011
Multiobjective Adaptive Feedback Control of Two-Photon Absorption Coupled with Propagation through a Dispersive Medium.
Laforge, F.O., Roslund, J., Shir, O.M., Rabitz, H.
Physical Review A 2011 Volume 84 Issue 1 Pages 013401
2011
A Reduced-Cost SMS-EMOA Using Kriging, Self-Adaptation, and Parallelization.
Klinkenberg, J.W., Emmerich, M., Deutz, A., Shir, O.M., Bäck, T.
In Multiple Criteria Decision Making for Sustainable Energy and Transportation Systems: Volume 634 of Lecture Notes in Economics and Mathematical Systems. ,2010, Ed. ,Springer Berlin Heidelberg , Pages 301?311
2010
Adaptive Niche-Radii and Niche-Shapes Approaches for Niching with the CMA-ES
Shir, O.M., Emmerich, M., Bäck, T.
Evolutionary Computation 2010 Volume 18 Issue 1
2010
Forced Optimal Covariance Adaptive Learning: Modified CMA-ES for Efficient Hessian Determination.
Shir, O.M., Roslund, J., Rabitz, H.
In Proceedings of the Genetic and Evolutionary Computation Conference, GECCO-2010 ,2010, Ed. ,ACM Press New York, NY, USA, Pages 421?422
2010
Enhancing Decision Space Diversity in Evolutionary Multiobjective Algorithms.
Shir, O.M., Preuss, M., Naujoks, B., Emmerich, M.
In Proceedings of Evolutionary Multi-Criterion Optimization: Fifth International Conference (EMO 2009). Volume 5467 of Lecture Notes in Computer Science. ,2009, Ed. ,Springer , Pages 95?109
2009
Evolutionary Multi-Objective Quantum Control Experiments with the Covariance Matrix Adaptation.
Shir, O.M., Roslund, J., Rabitz, H.
In Proceedings of the Genetic and Evolutionary Computation Conference, GECCO-2009 ,2009, Ed. ,ACM Press New York, NY, USA, Pages 659?666
2009
Niching Methods: Speciation Theory Applied for Multi-modal Function Optimization
Shir, O.M., Bäck, T.
In Algorithmic BioProcesses ,2009, Anne Condon, David Harel, Joost N. Kok, Arto Salomaa, Erik Winfree Ed. ,Springer Berlin Heidelberg , Pages 705-729
2009
Niching with Derandomized Evolution Strategies in Artificial and Real-World Landscapes.
Shir, O.M., Bäck, T.
Natural Computing: An International Journal 2009 Volume 8 Issue 1 Pages 171?196
2009
Accelerated Optimization and Automated Discovery with Covariance Matrix Adaptation for Experimental Quantum Control
Roslund, J., Shir, O.M., Bäck, T., Rabitz, H.
Physical Review A (Atomic, Molecular, and Optical Physics) 2009 Volume 80 Issue 4 Pages 043415
2009