BibTeX records: Madalina M. Drugan

download as .bib file

@article{DBLP:journals/jco/Drugan19,
  author       = {Madalina M. Drugan},
  title        = {Estimating the number of basins of attraction of multi-objective combinatorial
                  problems},
  journal      = {J. Comb. Optim.},
  volume       = {37},
  number       = {4},
  pages        = {1367--1407},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10878-018-0357-8},
  doi          = {10.1007/S10878-018-0357-8},
  timestamp    = {Fri, 03 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jco/Drugan19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jco/Drugan19a,
  author       = {Madalina M. Drugan},
  title        = {Random walk's correlation function for multi-objective {NK} landscapes
                  and quadratic assignment problem},
  journal      = {J. Comb. Optim.},
  volume       = {38},
  number       = {4},
  pages        = {1213--1262},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10878-019-00445-7},
  doi          = {10.1007/S10878-019-00445-7},
  timestamp    = {Thu, 07 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jco/Drugan19a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swevo/Drugan19,
  author       = {Madalina M. Drugan},
  title        = {Reinforcement learning versus evolutionary computation: {A} survey
                  on hybrid algorithms},
  journal      = {Swarm Evol. Comput.},
  volume       = {44},
  pages        = {228--246},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.swevo.2018.03.011},
  doi          = {10.1016/J.SWEVO.2018.03.011},
  timestamp    = {Sat, 22 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/swevo/Drugan19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/Drugan19,
  author       = {Madalina M. Drugan},
  title        = {Covariance Matrix Adaptation for Multiobjective Multiarmed Bandits},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {30},
  number       = {8},
  pages        = {2493--2502},
  year         = {2019},
  url          = {https://doi.org/10.1109/TNNLS.2018.2885123},
  doi          = {10.1109/TNNLS.2018.2885123},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnn/Drugan19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/AnsoWDW19,
  author       = {Nil Stolt Ans{\'{o}} and
                  Anton Orell Wiehe and
                  Madalina M. Drugan and
                  Marco A. Wiering},
  editor       = {Ana Paula Rocha and
                  Luc Steels and
                  H. Jaap van den Herik},
  title        = {Deep Reinforcement Learning for Pellet Eating in Agar.io},
  booktitle    = {Proceedings of the 11th International Conference on Agents and Artificial
                  Intelligence, {ICAART} 2019, Volume 2, Prague, Czech Republic, February
                  19-21, 2019},
  pages        = {123--133},
  publisher    = {SciTePress},
  year         = {2019},
  url          = {https://doi.org/10.5220/0007360901230133},
  doi          = {10.5220/0007360901230133},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icaart/AnsoWDW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/heuristics/Drugan18,
  author       = {Madalina M. Drugan},
  title        = {Scaling-up many-objective combinatorial optimization with Cartesian
                  products of scalarization functions},
  journal      = {J. Heuristics},
  volume       = {24},
  number       = {2},
  pages        = {135--172},
  year         = {2018},
  url          = {https://doi.org/10.1007/s10732-017-9361-x},
  doi          = {10.1007/S10732-017-9361-X},
  timestamp    = {Fri, 13 Apr 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/heuristics/Drugan18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/KnegtDW18,
  author       = {Stefan J. L. Knegt and
                  Madalina M. Drugan and
                  Marco A. Wiering},
  editor       = {Ana Paula Rocha and
                  H. Jaap van den Herik},
  title        = {Opponent Modelling in the Game of Tron using Reinforcement Learning},
  booktitle    = {Proceedings of the 10th International Conference on Agents and Artificial
                  Intelligence, {ICAART} 2018, Volume 2, Funchal, Madeira, Portugal,
                  January 16-18, 2018},
  pages        = {29--40},
  publisher    = {SciTePress},
  year         = {2018},
  url          = {https://doi.org/10.5220/0006536300290040},
  doi          = {10.5220/0006536300290040},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icaart/KnegtDW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/KnegtDW18a,
  author       = {Stefan J. L. Knegt and
                  Madalina M. Drugan and
                  Marco A. Wiering},
  editor       = {H. Jaap van den Herik and
                  Ana Paula Rocha},
  title        = {Learning from Monte Carlo Rollouts with Opponent Models for Playing
                  Tron},
  booktitle    = {Agents and Artificial Intelligence - 10th International Conference,
                  {ICAART} 2018, Funchal, Madeira, Portugal, January 16-18, 2018, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {11352},
  pages        = {105--129},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-05453-3\_6},
  doi          = {10.1007/978-3-030-05453-3\_6},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icaart/KnegtDW18a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/KormelinkDW18,
  author       = {Joseph Groot Kormelink and
                  Madalina M. Drugan and
                  Marco A. Wiering},
  editor       = {Ana Paula Rocha and
                  H. Jaap van den Herik},
  title        = {Exploration Methods for Connectionist Q-learning in Bomberman},
  booktitle    = {Proceedings of the 10th International Conference on Agents and Artificial
                  Intelligence, {ICAART} 2018, Volume 2, Funchal, Madeira, Portugal,
                  January 16-18, 2018},
  pages        = {355--362},
  publisher    = {SciTePress},
  year         = {2018},
  url          = {https://doi.org/10.5220/0006556403550362},
  doi          = {10.5220/0006556403550362},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icaart/KormelinkDW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/NielKDW18,
  author       = {Remi Niel and
                  Jasper Krebbers and
                  Madalina M. Drugan and
                  Marco A. Wiering},
  editor       = {Ana Paula Rocha and
                  H. Jaap van den Herik},
  title        = {Hierarchical Reinforcement Learning for Real-Time Strategy Games},
  booktitle    = {Proceedings of the 10th International Conference on Agents and Artificial
                  Intelligence, {ICAART} 2018, Volume 2, Funchal, Madeira, Portugal,
                  January 16-18, 2018},
  pages        = {470--477},
  publisher    = {SciTePress},
  year         = {2018},
  url          = {https://doi.org/10.5220/0006593804700477},
  doi          = {10.5220/0006593804700477},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icaart/NielKDW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/SchilperoortMDW18,
  author       = {Jits Schilperoort and
                  Ivar Mak and
                  Madalina M. Drugan and
                  Marco A. Wiering},
  title        = {Learning to Play Pac-Xon with Q-Learning and Two Double Q-Learning
                  Variants},
  booktitle    = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2018,
                  Bangalore, India, November 18-21, 2018},
  pages        = {1151--1158},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/SSCI.2018.8628782},
  doi          = {10.1109/SSCI.2018.8628782},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ssci/SchilperoortMDW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-05763,
  author       = {Anton Orell Wiehe and
                  Nil Stolt Ans{\'{o}} and
                  Madalina M. Drugan and
                  Marco A. Wiering},
  title        = {Sampled Policy Gradient for Learning to Play the Game Agar.io},
  journal      = {CoRR},
  volume       = {abs/1809.05763},
  year         = {2018},
  url          = {http://arxiv.org/abs/1809.05763},
  eprinttype    = {arXiv},
  eprint       = {1809.05763},
  timestamp    = {Fri, 05 Oct 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1809-05763.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/DruganWVC17,
  author       = {Madalina M. Drugan and
                  Marco A. Wiering and
                  Peter Vamplew and
                  Madhu Chetty},
  title        = {Special issue on multi-objective reinforcement learning},
  journal      = {Neurocomputing},
  volume       = {263},
  pages        = {1--2},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.neucom.2017.06.020},
  doi          = {10.1016/J.NEUCOM.2017.06.020},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijon/DruganWVC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Drugan17,
  author       = {Madalina M. Drugan},
  editor       = {Peter A. N. Bosman},
  title        = {{PAC} models in stochastic multi-objective multi-armed bandits},
  booktitle    = {Proceedings of the Genetic and Evolutionary Computation Conference,
                  {GECCO} 2017, Berlin, Germany, July 15-19, 2017},
  pages        = {409--416},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3071178.3071337},
  doi          = {10.1145/3071178.3071337},
  timestamp    = {Tue, 06 Nov 2018 11:06:34 +0100},
  biburl       = {https://dblp.org/rec/conf/gecco/Drugan17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/EldermanPTDW17,
  author       = {Richard Elderman and
                  Leon J. J. Pater and
                  Albert S. Thie and
                  Madalina M. Drugan and
                  Marco A. Wiering},
  editor       = {H. Jaap van den Herik and
                  Ana Paula Rocha and
                  Joaquim Filipe},
  title        = {Adversarial Reinforcement Learning in a Cyber Security Simulation},
  booktitle    = {Proceedings of the 9th International Conference on Agents and Artificial
                  Intelligence, {ICAART} 2017, Volume 2, Porto, Portugal, February 24-26,
                  2017},
  pages        = {559--566},
  publisher    = {SciTePress},
  year         = {2017},
  url          = {https://doi.org/10.5220/0006197105590566},
  doi          = {10.5220/0006197105590566},
  timestamp    = {Thu, 23 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icaart/EldermanPTDW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AuerCOD16,
  author       = {Peter Auer and
                  Chao{-}Kai Chiang and
                  Ronald Ortner and
                  Madalina M. Drugan},
  editor       = {Arthur Gretton and
                  Christian C. Robert},
  title        = {Pareto Front Identification from Stochastic Bandit Feedback},
  booktitle    = {Proceedings of the 19th International Conference on Artificial Intelligence
                  and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {51},
  pages        = {939--947},
  publisher    = {JMLR.org},
  year         = {2016},
  url          = {http://proceedings.mlr.press/v51/auer16.html},
  timestamp    = {Wed, 29 May 2019 08:41:44 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/AuerCOD16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/Drugan16,
  author       = {Madalina M. Drugan},
  title        = {A Bayesian model for anomaly detection in {SQL} databases for security
                  systems},
  booktitle    = {2016 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
                  2016, Athens, Greece, December 6-9, 2016},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/SSCI.2016.7849905},
  doi          = {10.1109/SSCI.2016.7849905},
  timestamp    = {Wed, 16 Oct 2019 14:14:56 +0200},
  biburl       = {https://dblp.org/rec/conf/ssci/Drugan16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/TijsmaDW16,
  author       = {Arryon D. Tijsma and
                  Madalina M. Drugan and
                  Marco A. Wiering},
  title        = {Comparing exploration strategies for Q-learning in random stochastic
                  mazes},
  booktitle    = {2016 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
                  2016, Athens, Greece, December 6-9, 2016},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/SSCI.2016.7849366},
  doi          = {10.1109/SSCI.2016.7849366},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ssci/TijsmaDW16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jco/Drugan15,
  author       = {Madalina M. Drugan},
  title        = {Generating {QAP} instances with known optimum solution and additively
                  decomposable cost function},
  journal      = {J. Comb. Optim.},
  volume       = {30},
  number       = {4},
  pages        = {1138--1172},
  year         = {2015},
  url          = {https://doi.org/10.1007/s10878-013-9689-6},
  doi          = {10.1007/S10878-013-9689-6},
  timestamp    = {Tue, 06 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jco/Drugan15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcci/YahyaaDM15,
  author       = {Saba Q. Yahyaa and
                  Madalina M. Drugan and
                  Bernard Manderick},
  title        = {Scalarized and Pareto Knowledge Gradient for Multi-objective Multi-armed
                  Bandits},
  journal      = {Trans. Comput. Collect. Intell.},
  volume       = {20},
  pages        = {99--116},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-27543-7\_5},
  doi          = {10.1007/978-3-319-27543-7\_5},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcci/YahyaaDM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/YahyaaDM15,
  author       = {Saba Q. Yahyaa and
                  Madalina M. Drugan and
                  Bernard Manderick},
  title        = {Annealing linear scalarized based multi-objective multi-armed bandit
                  algorithm},
  booktitle    = {{IEEE} Congress on Evolutionary Computation, {CEC} 2015, Sendai, Japan,
                  May 25-28, 2015},
  pages        = {1738--1745},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/CEC.2015.7257097},
  doi          = {10.1109/CEC.2015.7257097},
  timestamp    = {Wed, 16 Oct 2019 14:14:52 +0200},
  biburl       = {https://dblp.org/rec/conf/cec/YahyaaDM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/Drugan15,
  author       = {Madalina M. Drugan},
  title        = {Stochastic Pareto local search for many objective quadratic assignment
                  problem instances},
  booktitle    = {{IEEE} Congress on Evolutionary Computation, {CEC} 2015, Sendai, Japan,
                  May 25-28, 2015},
  pages        = {1754--1761},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/CEC.2015.7257099},
  doi          = {10.1109/CEC.2015.7257099},
  timestamp    = {Thu, 15 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cec/Drugan15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emo/Drugan15,
  author       = {Madalina M. Drugan},
  editor       = {Ant{\'{o}}nio Gaspar{-}Cunha and
                  Carlos Henggeler Antunes and
                  Carlos A. Coello Coello},
  title        = {Linear Scalarization for Pareto Front Identification in Stochastic
                  Environments},
  booktitle    = {Evolutionary Multi-Criterion Optimization - 8th International Conference,
                  {EMO} 2015, Guimar{\~{a}}es, Portugal, March 29 -April 1, 2015. Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9019},
  pages        = {156--171},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-15892-1\_11},
  doi          = {10.1007/978-3-319-15892-1\_11},
  timestamp    = {Fri, 27 Mar 2020 09:00:24 +0100},
  biburl       = {https://dblp.org/rec/conf/emo/Drugan15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Drugan15,
  author       = {Madalina M. Drugan},
  title        = {Multi-objective optimization perspectives on reinforcement learning
                  algorithms using reward vectors},
  booktitle    = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
                  Bruges, Belgium, April 22-24, 2015},
  year         = {2015},
  url          = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-15.pdf},
  timestamp    = {Tue, 02 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/esann/Drugan15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RonohOMDM15,
  author       = {Nixon K. Ronoh and
                  Reuben Odoyo and
                  Edna Milgo and
                  Madalina M. Drugan and
                  Bernard Manderick},
  title        = {Bernoulli bandits: an empirical comparison},
  booktitle    = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
                  Bruges, Belgium, April 22-24, 2015},
  year         = {2015},
  url          = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-33.pdf},
  timestamp    = {Tue, 02 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/esann/RonohOMDM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evolve/Drugan15,
  author       = {Madalina M. Drugan},
  editor       = {Alexandru{-}Adrian Tantar and
                  Emilia Tantar and
                  Michael Emmerich and
                  Pierrick Legrand and
                  Lenuta Alboaie and
                  Henri Luchian},
  title        = {Efficient Real-Parameter Single Objective Optimizer Using Hierarchical
                  {CMA-ES} Solvers},
  booktitle    = {{EVOLVE} - {A} Bridge between Probability, Set Oriented Numerics,
                  and Evolutionary Computation VI, {EVOLVE} 2015, Iasi, Romania, 18-24
                  June 2015},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {674},
  pages        = {131--145},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-69710-9\_10},
  doi          = {10.1007/978-3-319-69710-9\_10},
  timestamp    = {Sun, 25 Jul 2021 11:53:21 +0200},
  biburl       = {https://dblp.org/rec/conf/evolve/Drugan15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Drugan15,
  author       = {Madalina M. Drugan},
  editor       = {Sara Silva and
                  Anna Isabel Esparcia{-}Alc{\'{a}}zar},
  title        = {Synergies between Evolutionary Algorithms and Reinforcement Learning},
  booktitle    = {Genetic and Evolutionary Computation Conference, {GECCO} 2015, Madrid,
                  Spain, July 11-15, 2015, Companion Material Proceedings},
  pages        = {723--740},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2739482.2756582},
  doi          = {10.1145/2739482.2756582},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/gecco/Drugan15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/YahyaaDM15,
  author       = {Saba Q. Yahyaa and
                  Madalina M. Drugan and
                  Bernard Manderick},
  editor       = {St{\'{e}}phane Loiseau and
                  Joaquim Filipe and
                  B{\'{e}}atrice Duval and
                  H. Jaap van den Herik},
  title        = {Thompson Sampling in the Adaptive Linear Scalarized Multi Objective
                  Multi Armed Bandit},
  booktitle    = {{ICAART} 2015 - Proceedings of the International Conference on Agents
                  and Artificial Intelligence, Volume 2, Lisbon, Portugal, 10-12 January,
                  2015},
  pages        = {55--65},
  publisher    = {SciTePress},
  year         = {2015},
  timestamp    = {Tue, 15 Sep 2015 09:53:57 +0200},
  biburl       = {https://dblp.org/rec/conf/icaart/YahyaaDM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/DruganM15,
  author       = {Madalina M. Drugan and
                  Bernard Manderick},
  editor       = {St{\'{e}}phane Loiseau and
                  Joaquim Filipe and
                  B{\'{e}}atrice Duval and
                  H. Jaap van den Herik},
  title        = {Exploration Versus Exploitation Trade-off in Infinite Horizon Pareto
                  Multi-armed Bandits Algorithms},
  booktitle    = {{ICAART} 2015 - Proceedings of the International Conference on Agents
                  and Artificial Intelligence, Volume 2, Lisbon, Portugal, 10-12 January,
                  2015},
  pages        = {66--77},
  publisher    = {SciTePress},
  year         = {2015},
  timestamp    = {Tue, 15 Sep 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icaart/DruganM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/Drugan15,
  author       = {Madalina M. Drugan},
  editor       = {B{\'{e}}atrice Duval and
                  H. Jaap van den Herik and
                  St{\'{e}}phane Loiseau and
                  Joaquim Filipe},
  title        = {Infinite Horizon Multi-armed Bandits with Reward Vectors: Exploration/Exploitation
                  Trade-off},
  booktitle    = {Agents and Artificial Intelligence - 7th International Conference,
                  {ICAART} 2015, Lisbon, Portugal, January 10-12, 2015, Revised Selected
                  Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {9494},
  pages        = {128--144},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-27947-3\_7},
  doi          = {10.1007/978-3-319-27947-3\_7},
  timestamp    = {Tue, 16 Aug 2022 23:04:29 +0200},
  biburl       = {https://dblp.org/rec/conf/icaart/Drugan15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lion/Drugan15,
  author       = {Madalina M. Drugan},
  editor       = {Clarisse Dhaenens and
                  Laetitia Jourdan and
                  Marie{-}El{\'{e}}onore Marmion},
  title        = {Scalarized Lower Upper Confidence Bound Algorithm},
  booktitle    = {Learning and Intelligent Optimization - 9th International Conference,
                  {LION} 9, Lille, France, January 12-15, 2015. Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {8994},
  pages        = {229--235},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-19084-6\_21},
  doi          = {10.1007/978-3-319-19084-6\_21},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/lion/Drugan15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssbse/AletiD15,
  author       = {Aldeida Aleti and
                  Madalina M. Drugan},
  editor       = {M{\'{a}}rcio de Oliveira Barros and
                  Yvan Labiche},
  title        = {Adaptive Neighbourhood Search for the Component Deployment Problem},
  booktitle    = {Search-Based Software Engineering - 7th International Symposium, {SSBSE}
                  2015, Bergamo, Italy, September 5-7, 2015, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9275},
  pages        = {188--202},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-22183-0\_13},
  doi          = {10.1007/978-3-319-22183-0\_13},
  timestamp    = {Tue, 14 May 2019 10:00:43 +0200},
  biburl       = {https://dblp.org/rec/conf/ssbse/AletiD15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/SteegDW15,
  author       = {Michiel Van De Steeg and
                  Madalina M. Drugan and
                  Marco A. Wiering},
  title        = {Temporal Difference Learning for the Game Tic-Tac-Toe 3D: Applying
                  Structure to Neural Networks},
  booktitle    = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2015,
                  Cape Town, South Africa, December 7-10, 2015},
  pages        = {564--570},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/SSCI.2015.89},
  doi          = {10.1109/SSCI.2015.89},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ssci/SteegDW15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/YahyaaD15,
  author       = {Saba Q. Yahyaa and
                  Madalina M. Drugan},
  title        = {Correlated Gaussian Multi-Objective Multi-Armed Bandit Across Arms
                  Algorithm},
  booktitle    = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2015,
                  Cape Town, South Africa, December 7-10, 2015},
  pages        = {593--600},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/SSCI.2015.93},
  doi          = {10.1109/SSCI.2015.93},
  timestamp    = {Thu, 15 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ssci/YahyaaD15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/Drugan15,
  author       = {Madalina M. Drugan},
  title        = {Approximative Pareto Front Identification},
  booktitle    = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2015,
                  Cape Town, South Africa, December 7-10, 2015},
  pages        = {869--876},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/SSCI.2015.128},
  doi          = {10.1109/SSCI.2015.128},
  timestamp    = {Thu, 15 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ssci/Drugan15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adprl/DruganNM14,
  author       = {Madalina M. Drugan and
                  Ann Now{\'{e}} and
                  Bernard Manderick},
  title        = {Pareto Upper Confidence Bounds algorithms: An empirical study},
  booktitle    = {2014 {IEEE} Symposium on Adaptive Dynamic Programming and Reinforcement
                  Learning, {ADPRL} 2014, Orlando, FL, USA, December 9-12, 2014},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/ADPRL.2014.7010620},
  doi          = {10.1109/ADPRL.2014.7010620},
  timestamp    = {Wed, 16 Oct 2019 14:14:48 +0200},
  biburl       = {https://dblp.org/rec/conf/adprl/DruganNM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adprl/WieringWD14,
  author       = {Marco A. Wiering and
                  Maikel Withagen and
                  Madalina M. Drugan},
  title        = {Model-based multi-objective reinforcement learning},
  booktitle    = {2014 {IEEE} Symposium on Adaptive Dynamic Programming and Reinforcement
                  Learning, {ADPRL} 2014, Orlando, FL, USA, December 9-12, 2014},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/ADPRL.2014.7010622},
  doi          = {10.1109/ADPRL.2014.7010622},
  timestamp    = {Mon, 29 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/adprl/WieringWD14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adprl/YahyaaDM14,
  author       = {Saba Q. Yahyaa and
                  Madalina M. Drugan and
                  Bernard Manderick},
  title        = {Annealing-pareto multi-objective multi-armed bandit algorithm},
  booktitle    = {2014 {IEEE} Symposium on Adaptive Dynamic Programming and Reinforcement
                  Learning, {ADPRL} 2014, Orlando, FL, USA, December 9-12, 2014},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/ADPRL.2014.7010619},
  doi          = {10.1109/ADPRL.2014.7010619},
  timestamp    = {Mon, 29 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/adprl/YahyaaDM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/YahyaaDM14,
  author       = {Saba Q. Yahyaa and
                  Madalina M. Drugan and
                  Bernard Manderick},
  title        = {Linear Scalarized Knowledge Gradient in the Multi-Objective Multi-Armed
                  Bandits Problem},
  booktitle    = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
                  Bruges, Belgium, April 23-25, 2014},
  year         = {2014},
  url          = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-39.pdf},
  timestamp    = {Tue, 02 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/esann/YahyaaDM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/YahyaaDM14,
  author       = {Saba Q. Yahyaa and
                  Madalina M. Drugan and
                  Bernard Manderick},
  editor       = {B{\'{e}}atrice Duval and
                  H. Jaap van den Herik and
                  St{\'{e}}phane Loiseau and
                  Joaquim Filipe},
  title        = {Knowledge Gradient for Multi-objective Multi-armed Bandit Algorithms},
  booktitle    = {{ICAART} 2014 - Proceedings of the 6th International Conference on
                  Agents and Artificial Intelligence, Volume 1, ESEO, Angers, Loire
                  Valley, France, 6-8 March, 2014},
  pages        = {74--83},
  publisher    = {SciTePress},
  year         = {2014},
  url          = {https://doi.org/10.5220/0004796600740083},
  doi          = {10.5220/0004796600740083},
  timestamp    = {Thu, 25 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icaart/YahyaaDM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YahyaaDM14,
  author       = {Saba Q. Yahyaa and
                  Madalina M. Drugan and
                  Bernard Manderick},
  title        = {The scalarized multi-objective multi-armed bandit problem: An empirical
                  study of its exploration vs. exploitation tradeoff},
  booktitle    = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
                  Beijing, China, July 6-11, 2014},
  pages        = {2290--2297},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/IJCNN.2014.6889390},
  doi          = {10.1109/IJCNN.2014.6889390},
  timestamp    = {Wed, 16 Oct 2019 14:14:55 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/YahyaaDM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/DruganN14,
  author       = {Madalina M. Drugan and
                  Ann Now{\'{e}}},
  title        = {Scalarization based Pareto optimal set of arms identification algorithms},
  booktitle    = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
                  Beijing, China, July 6-11, 2014},
  pages        = {2690--2697},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/IJCNN.2014.6889484},
  doi          = {10.1109/IJCNN.2014.6889484},
  timestamp    = {Sun, 04 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/DruganN14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/Drugan14,
  author       = {Madalina M. Drugan},
  editor       = {Thomas Bartz{-}Beielstein and
                  J{\"{u}}rgen Branke and
                  Bogdan Filipic and
                  Jim Smith},
  title        = {Multi-objective Quadratic Assignment Problem Instances Generator with
                  a Known Optimum Solution},
  booktitle    = {Parallel Problem Solving from Nature - {PPSN} {XIII} - 13th International
                  Conference, Ljubljana, Slovenia, September 13-17, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8672},
  pages        = {559--568},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-10762-2\_55},
  doi          = {10.1007/978-3-319-10762-2\_55},
  timestamp    = {Tue, 14 May 2019 10:00:53 +0200},
  biburl       = {https://dblp.org/rec/conf/ppsn/Drugan14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seal/DruganIM14,
  author       = {Madalina M. Drugan and
                  Pedro Isasi and
                  Bernard Manderick},
  editor       = {Grant Dick and
                  Will N. Browne and
                  Peter A. Whigham and
                  Mengjie Zhang and
                  Lam Thu Bui and
                  Hisao Ishibuchi and
                  Yaochu Jin and
                  Xiaodong Li and
                  Yuhui Shi and
                  Pramod Singh and
                  Kay Chen Tan and
                  Ke Tang},
  title        = {Schemata Bandits for Binary Encoded Combinatorial Optimisation Problems},
  booktitle    = {Simulated Evolution and Learning - 10th International Conference,
                  {SEAL} 2014, Dunedin, New Zealand, December 15-18, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8886},
  pages        = {299--310},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-13563-2\_26},
  doi          = {10.1007/978-3-319-13563-2\_26},
  timestamp    = {Fri, 17 Nov 2023 08:06:20 +0100},
  biburl       = {https://dblp.org/rec/conf/seal/DruganIM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adprl/MoffaertDN13,
  author       = {Kristof Van Moffaert and
                  Madalina M. Drugan and
                  Ann Now{\'{e}}},
  title        = {Scalarized multi-objective reinforcement learning: Novel design techniques},
  booktitle    = {Proceedings of the 2013 {IEEE} Symposium on Adaptive Dynamic Programming
                  and Reinforcement Learning, {ADPRL} 2013, {IEEE} Symposium Series
                  on Computational Intelligence (SSCI), 16-19 April 2013, Singapore},
  pages        = {191--199},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/ADPRL.2013.6615007},
  doi          = {10.1109/ADPRL.2013.6615007},
  timestamp    = {Mon, 15 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/adprl/MoffaertDN13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/BrysDN13,
  author       = {Tim Brys and
                  Madalina M. Drugan and
                  Ann Now{\'{e}}},
  title        = {Meta-Evolutionary Algorithms and recombination operators for satisfiability
                  solving in fuzzy logics},
  booktitle    = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
                  2013, Cancun, Mexico, June 20-23, 2013},
  pages        = {1060--1067},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/CEC.2013.6557684},
  doi          = {10.1109/CEC.2013.6557684},
  timestamp    = {Wed, 16 Oct 2019 14:14:52 +0200},
  biburl       = {https://dblp.org/rec/conf/cec/BrysDN13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/PuglierinDW13,
  author       = {Francesco Puglierin and
                  Madalina M. Drugan and
                  Marco A. Wiering},
  title        = {Bandit-Inspired Memetic Algorithms for solving Quadratic Assignment
                  Problems},
  booktitle    = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
                  2013, Cancun, Mexico, June 20-23, 2013},
  pages        = {2078--2085},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/CEC.2013.6557814},
  doi          = {10.1109/CEC.2013.6557814},
  timestamp    = {Thu, 23 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cec/PuglierinDW13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/Drugan13,
  author       = {Madalina M. Drugan},
  title        = {Instance generator for the quadratic assignment problem with additively
                  decomposable cost function},
  booktitle    = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
                  2013, Cancun, Mexico, June 20-23, 2013},
  pages        = {2086--2093},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/CEC.2013.6557815},
  doi          = {10.1109/CEC.2013.6557815},
  timestamp    = {Thu, 01 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cec/Drugan13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cimcdm/Drugan13,
  author       = {Madalina M. Drugan},
  title        = {Sets of interacting scalarization functions in local search for multi-objective
                  combinatorial optimization problems},
  booktitle    = {2013 {IEEE} Symposium on Computational Intelligence in Multi-Criteria
                  Decision-Making, {MCDM} 2013, Singapore, April 16-19, 2013},
  pages        = {41--47},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/MCDM.2013.6595442},
  doi          = {10.1109/MCDM.2013.6595442},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/cimcdm/Drugan13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emo/MoffaertDN13,
  author       = {Kristof Van Moffaert and
                  Madalina M. Drugan and
                  Ann Now{\'{e}}},
  editor       = {Robin C. Purshouse and
                  Peter J. Fleming and
                  Carlos M. Fonseca and
                  Salvatore Greco and
                  Jane Shaw},
  title        = {Hypervolume-Based Multi-Objective Reinforcement Learning},
  booktitle    = {Evolutionary Multi-Criterion Optimization - 7th International Conference,
                  {EMO} 2013, Sheffield, UK, March 19-22, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7811},
  pages        = {352--366},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-37140-0\_28},
  doi          = {10.1007/978-3-642-37140-0\_28},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/emo/MoffaertDN13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Drugan13,
  author       = {Madalina M. Drugan},
  editor       = {Christian Blum and
                  Enrique Alba},
  title        = {Cartesian product of scalarization functions for many-objective {QAP}
                  instances with correlated flow matrices: cartesian product of scalarization
                  functions},
  booktitle    = {Genetic and Evolutionary Computation Conference, {GECCO} '13, Amsterdam,
                  The Netherlands, July 6-10, 2013},
  pages        = {527--534},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2463372.2463433},
  doi          = {10.1145/2463372.2463433},
  timestamp    = {Wed, 13 Jul 2022 16:15:15 +0200},
  biburl       = {https://dblp.org/rec/conf/gecco/Drugan13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/BrysDBCN13,
  author       = {Tim Brys and
                  Madalina M. Drugan and
                  Peter A. N. Bosman and
                  Martine De Cock and
                  Ann Now{\'{e}}},
  editor       = {Christian Blum and
                  Enrique Alba},
  title        = {Solving satisfiability in fuzzy logics by mixing {CMA-ES}},
  booktitle    = {Genetic and Evolutionary Computation Conference, {GECCO} '13, Amsterdam,
                  The Netherlands, July 6-10, 2013},
  pages        = {1125--1132},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2463372.2463510},
  doi          = {10.1145/2463372.2463510},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/gecco/BrysDBCN13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gefs/BrysDBCN13,
  author       = {Tim Brys and
                  Madalina M. Drugan and
                  Peter A. N. Bosman and
                  Martine De Cock and
                  Ann Now{\'{e}}},
  title        = {Local search and restart strategies for satisfiability solving in
                  fuzzy logics},
  booktitle    = {2013 {IEEE} International Workshop on Genetic and Evolutionary Fuzzy
                  Systems, {GEFS} 2013, Singapore, April 16-19, 2013},
  pages        = {52--59},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/GEFS.2013.6601055},
  doi          = {10.1109/GEFS.2013.6601055},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/gefs/BrysDBCN13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/DruganN13,
  author       = {Madalina M. Drugan and
                  Ann Now{\'{e}}},
  title        = {Designing multi-objective multi-armed bandits algorithms: {A} study},
  booktitle    = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
                  2013, Dallas, TX, USA, August 4-9, 2013},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/IJCNN.2013.6707036},
  doi          = {10.1109/IJCNN.2013.6707036},
  timestamp    = {Wed, 16 Oct 2019 14:14:55 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/DruganN13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/heuristics/DruganT12,
  author       = {Madalina M. Drugan and
                  Dirk Thierens},
  title        = {Stochastic Pareto local search: Pareto neighbourhood exploration and
                  perturbation strategies},
  journal      = {J. Heuristics},
  volume       = {18},
  number       = {5},
  pages        = {727--766},
  year         = {2012},
  url          = {https://doi.org/10.1007/s10732-012-9205-7},
  doi          = {10.1007/S10732-012-9205-7},
  timestamp    = {Tue, 26 Jun 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/heuristics/DruganT12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/DruganT11,
  author       = {Madalina M. Drugan and
                  Dirk Thierens},
  editor       = {Natalio Krasnogor and
                  Pier Luca Lanzi},
  title        = {Generalized adaptive pursuit algorithm for genetic pareto local search
                  algorithms},
  booktitle    = {13th Annual Genetic and Evolutionary Computation Conference, {GECCO}
                  2011, Proceedings, Dublin, Ireland, July 12-16, 2011},
  pages        = {1963--1970},
  publisher    = {{ACM}},
  year         = {2011},
  url          = {https://doi.org/10.1145/2001576.2001840},
  doi          = {10.1145/2001576.2001840},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/gecco/DruganT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/DruganT10,
  author       = {Madalina M. Drugan and
                  Dirk Thierens},
  title        = {Geometrical Recombination Operators for Real-Coded Evolutionary MCMCs},
  journal      = {Evol. Comput.},
  volume       = {18},
  number       = {2},
  pages        = {157--198},
  year         = {2010},
  url          = {https://doi.org/10.1162/evco.2010.18.2.18201},
  doi          = {10.1162/EVCO.2010.18.2.18201},
  timestamp    = {Fri, 13 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ec/DruganT10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evi/DruganT10,
  author       = {Madalina M. Drugan and
                  Dirk Thierens},
  title        = {Recombination operators and selection strategies for evolutionary
                  Markov Chain Monte Carlo algorithms},
  journal      = {Evol. Intell.},
  volume       = {3},
  number       = {2},
  pages        = {79--101},
  year         = {2010},
  url          = {https://doi.org/10.1007/s12065-010-0040-1},
  doi          = {10.1007/S12065-010-0040-1},
  timestamp    = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/evi/DruganT10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/DruganW10,
  author       = {Madalina M. Drugan and
                  Marco A. Wiering},
  title        = {Feature selection for Bayesian network classifiers using the {MDL-FS}
                  score},
  journal      = {Int. J. Approx. Reason.},
  volume       = {51},
  number       = {6},
  pages        = {695--717},
  year         = {2010},
  url          = {https://doi.org/10.1016/j.ijar.2010.02.001},
  doi          = {10.1016/J.IJAR.2010.02.001},
  timestamp    = {Tue, 16 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijar/DruganW10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/DruganT10,
  author       = {Madalina M. Drugan and
                  Dirk Thierens},
  editor       = {Robert Schaefer and
                  Carlos Cotta and
                  Joanna Kolodziej and
                  G{\"{u}}nter Rudolph},
  title        = {Path-Guided Mutation for Stochastic Pareto Local Search Algorithms},
  booktitle    = {Parallel Problem Solving from Nature - {PPSN} XI, 11th International
                  Conference, Krak{\'{o}}w, Poland, September 11-15, 2010, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6238},
  pages        = {485--495},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-15844-5\_49},
  doi          = {10.1007/978-3-642-15844-5\_49},
  timestamp    = {Wed, 25 Sep 2019 18:08:28 +0200},
  biburl       = {https://dblp.org/rec/conf/ppsn/DruganT10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/BreukelenTDH09,
  author       = {Bas van Breukelen and
                  Henk W. P. van den Toorn and
                  Madalina M. Drugan and
                  Albert J. R. Heck},
  title        = {StatQuant: a post-quantification analysis toolbox for improving quantitative
                  mass spectrometry},
  journal      = {Bioinform.},
  volume       = {25},
  number       = {11},
  pages        = {1472--1473},
  year         = {2009},
  url          = {https://doi.org/10.1093/bioinformatics/btp181},
  doi          = {10.1093/BIOINFORMATICS/BTP181},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bioinformatics/BreukelenTDH09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Drugan06,
  author       = {Madalina M. Drugan},
  title        = {Conditional log-likelihood {MDL} and Evolutionary {MCMC}},
  school       = {Utrecht University, Netherlands},
  year         = {2006},
  url          = {http://dspace.library.uu.nl/handle/1874/14052},
  timestamp    = {Wed, 19 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/basesearch/Drugan06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/DruganT05,
  author       = {Madalina M. Drugan and
                  Dirk Thierens},
  title        = {Recombinative {EMCMC} algorithms},
  booktitle    = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
                  2005, 2-4 September 2005, Edinburgh, {UK}},
  pages        = {2024--2031},
  publisher    = {{IEEE}},
  year         = {2005},
  url          = {https://doi.org/10.1109/CEC.2005.1554944},
  doi          = {10.1109/CEC.2005.1554944},
  timestamp    = {Thu, 16 Dec 2021 13:59:05 +0100},
  biburl       = {https://dblp.org/rec/conf/cec/DruganT05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/DruganG04,
  author       = {Madalina M. Drugan and
                  Linda C. van der Gaag},
  editor       = {Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
                  Lorenza Saitta},
  title        = {A New MDL-Based Function for Feature Selection for Bayesian Network
                  Classifiers},
  booktitle    = {Proceedings of the 16th Eureopean Conference on Artificial Intelligence,
                  ECAI'2004, including Prestigious Applicants of Intelligent Systems,
                  {PAIS} 2004, Valencia, Spain, August 22-27, 2004},
  pages        = {999--1000},
  publisher    = {{IOS} Press},
  year         = {2004},
  timestamp    = {Fri, 11 May 2018 12:42:30 +0200},
  biburl       = {https://dblp.org/rec/conf/ecai/DruganG04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ae/DruganT03,
  author       = {Madalina M. Drugan and
                  Dirk Thierens},
  editor       = {Pierre Liardet and
                  Pierre Collet and
                  Cyril Fonlupt and
                  Evelyne Lutton and
                  Marc Schoenauer},
  title        = {Evolutionary Markov Chain Monte Carlo},
  booktitle    = {Artificial Evolution, 6th International Conference, Evolution Artificielle,
                  {EA} 2003, Marseilles, France, October 27-30, 2003},
  series       = {Lecture Notes in Computer Science},
  volume       = {2936},
  pages        = {63--76},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/978-3-540-24621-3\_6},
  doi          = {10.1007/978-3-540-24621-3\_6},
  timestamp    = {Tue, 14 May 2019 10:00:50 +0200},
  biburl       = {https://dblp.org/rec/conf/ae/DruganT03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
a service of  Schloss Dagstuhl - Leibniz Center for Informatics