Carola Doerr Directrice de recherche CNRS Sorbonne Université LIP6

Identifiants chercheurs

IdHAL :

carola-doerr

ORCID :

0000-0002-4981-3227

IdRef :

232603383

Publications

Article dans une revue (56)

Automated Data Preparation for Machine Learning: A Survey Sasa Mladenovic,Marius Lindauer,Carola Doerr Journal of Data-centric Machine Learning Research, 2026 Article dans une revue (article de synthèse) hal-05562201v1
Optimizing With Low Budgets: A Comparison On the Black-Box Optimization Benchmarking Suite and OpenAI Gym Elena Raponi,Nathanaël Carraz Rakotonirina,Jérémy Rapin,Carola Doerr,Olivier Teytaud IEEE Transactions on Evolutionary Computation, 2025, 29 (1), pp.91 - 101. ⟨10.1109/TEVC.2023.3346788⟩ Article dans une revue hal-04370224v1
Beyond Landscape Analysis: DynamoRep Features For Capturing Algorithm-Problem Interaction In Single-Objective Continuous Optimization Gjorgjina Cenikj,Gašper Petelin,Carola Doerr,Peter Korošec,Tome Eftimov Evolutionary Computation, 2025, pp.1-28. ⟨10.1162/evco_a_00370⟩ Article dans une revue hal-05171409v1
Illuminating the Diversity-Fitness Trade-Off in Black-Box Optimization Maria Laura Santoni,Elena Raponi,Aneta Neumann,Frank Neumann,Mike Preusset al. Evolutionary Computation, 2025, pp.1-21. ⟨10.1162/evco.a.28⟩ Article dans une revue hal-05171411v1
MA-BBOB: A Problem Generator for Black-Box Optimization Using Affine Combinations and Shifts Diederick Vermetten,Furong Ye,Thomas Bäck,Carola Doerr ACM Transactions on Evolutionary Learning and Optimization, 2025, 5 (1), pp.1-19. ⟨10.1145/3673908⟩ Article dans une revue hal-04759417v1
Towards the genome-scale discovery of bivariate monotonic classifiers Océane Fourquet,Martin S Krejca,Carola Doerr,Benno Schwikowski BMC Bioinformatics, 2025, 26 (1), pp.228. ⟨10.1186/s12859-025-06253-7⟩ Article dans une revue hal-05533939v1
Constructing Optimal Star Discrepancy Sets François Clément,Carola Doerr,Kathrin Klamroth,Luís Paquete Proceedings of the American Mathematical Society, Series B, 2025, 12 (7), pp.78-90. ⟨10.1090/bproc/254⟩ Article dans une revue hal-05171399v1
Using the Empirical Attainment Function for Analyzing Single-objective Black-box Optimization Algorithms Manuel López-Ibáñez,Diederick Vermetten,Johann Dreo,Carola Doerr IEEE Transactions on Evolutionary Computation, 2025, 29 (5), pp.1774-1782. ⟨10.1109/TEVC.2024.3462758⟩ Article dans une revue hal-04759430v1
Searching permutations for constructing uniformly distributed point sets François Clément,Carola Doerr,Kathrin Klamroth,Luís Paquete Proceedings of the National Academy of Sciences of the United States of America, 2025, 122 (14), pp.e2424464122. ⟨10.1073/pnas.2424464122⟩ Article dans une revue hal-05171402v1
Tight Runtime Bounds for Static Unary Unbiased Evolutionary Algorithms on Linear Functions Carola Doerr,Duri Andrea Janett,Johannes Lengler Algorithmica, 2024, 86 (10), pp.3115-3152. ⟨10.1007/s00453-024-01258-9⟩ Article dans une revue hal-04759426v1
Heuristic approaches to obtain low-discrepancy point sets via subset selection François Clément,Carola Doerr,Luís Paquete Journal of Complexity, 2024, 83, pp.101852. ⟨10.1016/j.jco.2024.101852⟩ Article dans une revue hal-04580559v1
Using Machine Learning Methods to Assess Module Performance Contribution in Modular Optimization Frameworks Ana Kostovska,Diederick Vermetten,Peter Korošec,Sašo Džeroski,Carola Doerret al. Evolutionary Computation, In press, pp.1-28. ⟨10.1162/evco_a_00356⟩ Article dans une revue hal-04759425v1
Comparison of High-Dimensional Bayesian Optimization Algorithms on BBOB Maria Laura Santoni,Elena Raponi,Renato de Leone,Carola Doerr ACM Transactions on Evolutionary Learning and Optimization, 2024, 4 (3) Article dans une revue hal-04580556v1
IOHexperimenter: Benchmarking Platform for Iterative Optimization Heuristics Jacob de Nobel,Furong Ye,Diederick Vermetten,Hao Wang,Carola Doerret al. Evolutionary Computation, 2024, pp.1-6. ⟨10.1162/evco_a_00342⟩ Article dans une revue hal-04180576v1
Run Time Analysis for Random Local Search on Generalized Majority Functions Carola Doerr,Martin S. Krejca IEEE Transactions on Evolutionary Computation, 2023, 27 (5), pp.1385 - 1397. ⟨10.1109/TEVC.2022.3216349⟩ Article dans une revue hal-03904182v1
OPTION: OPTImization Algorithm Benchmarking ONtology Ana Kostovska,Diederick Vermetten,Carola Doerr,Saso Dzeroski,Tome Eftimov IEEE Transactions on Evolutionary Computation, 2023, 27 (6), pp.1618-1632. ⟨10.1109/TEVC.2022.3232844⟩ Article dans une revue hal-04180573v1
Fixed-Target Runtime Analysis Maxim Buzdalov,Benjamin Doerr,Carola Doerr,Dmitry Vinokurov Algorithmica, 2022, 84 (6), pp.1762--1793. ⟨10.1007/s00453-021-00881-0⟩ Article dans une revue hal-03377095v1
Automated Configuration of Genetic Algorithms by Tuning for Anytime Performance Furong Ye,Carola Doerr,Hao Wang,Thomas Back IEEE Transactions on Evolutionary Computation, 2022, 26 (6), pp.1526 - 1538. ⟨10.1109/TEVC.2022.3159087⟩ Article dans une revue hal-03614648v1
Star Discrepancy Subset Selection: Problem Formulation and Efficient Approaches for Low Dimensions François Clément,Carola Doerr,Luís Paquete Journal of Complexity, 2022, 70, pp.101645. ⟨10.1016/j.jco.2022.101645⟩ Article dans une revue hal-03520656v1
Black-Box Optimization Revisited: Improving Algorithm Selection Wizards through Massive Benchmarking Laurent Meunier,Herilalaina Rakotoarison,Pak Kan Wong,Baptiste Roziere,Jeremy Rapinet al. IEEE Transactions on Evolutionary Computation, 2022, 26 (3), pp.490-500. ⟨10.1109/TEVC.2021.3108185⟩ Article dans une revue hal-03154019v1
IOHanalyzer: Detailed Performance Analyses for Iterative Optimization Heuristics Hao Wang,Diederick Vermetten,Furong Ye,Carola Doerr,Thomas Bäck ACM Transactions on Evolutionary Learning and Optimization, 2022, 2 (1), pp.3:1--3:29. ⟨10.1145/3510426⟩ Article dans une revue hal-03520666v1
Guest Editorial Special Issue on Benchmarking Sampling-Based Optimization Heuristics: Methodology and Software Thomas Bäck,Carola Doerr,Bernhard Sendhoff,Thomas Stützle IEEE Transactions on Evolutionary Computation, 2022, 26 (6), pp.1202-1205. ⟨10.1109/TEVC.2022.3223292⟩ Article dans une revue hal-04180572v1
Self-Adjusting Mutation Rates with Provably Optimal Success Rules Benjamin Doerr,Carola Doerr,Johannes Lengler Algorithmica, 2021, 83 (10), pp.3108-3147. ⟨10.1007/s00453-021-00854-3⟩ Article dans une revue hal-03377092v1
Maximizing Drift is Not Optimal for Solving OneMax Nathan Buskulic,Carola Doerr Evolutionary Computation, 2021, pp.1-20. ⟨10.1162/evco_a_00290⟩ Article dans une revue hal-03233719v1
Optimal parameter choices via precise black-box analysis Benjamin Doerr,Carola Doerr,Jing Yang Theoretical Computer Science, 2020, 801, pp.1-34. ⟨10.1016/j.tcs.2019.06.014⟩ Article dans une revue hal-02175769v1
Theory of Randomized Optimization Heuristics (Report of Dagstuhl Seminar 19431) Carola Doerr,Carlos Fonseca,Tobias Friedrich,Xin Yao Dagstuhl Reports, 2020, 9 (10), pp.61--94. ⟨10.4230/DagRep.9.10.61⟩ Article dans une revue hal-03006416v1
Benchmarking discrete optimization heuristics with IOHprofiler Carola Doerr,Furong Ye,Naama Horesh,Hao Wang,Ofer Shiret al. Applied Soft Computing, 2020, 88, pp.106027. ⟨10.1016/j.asoc.2019.106027⟩ Article dans une revue hal-02436287v1
Solving Problems with Unknown Solution Length at Almost No Extra Cost Benjamin Doerr,Carola Doerr,Timo Kötzing Algorithmica, 2019, 81, pp.703-748. ⟨10.1007/s00453-018-0477-7⟩ Article dans une revue hal-01921042v1
The query complexity of a permutation-based variant of Mastermind Peyman Afshani,Manindra Agrawal,Benjamin Doerr,Carola Doerr,Kasper Green Larsenet al. Discrete Applied Mathematics, 2019, ⟨10.1016/j.dam.2019.01.007⟩ Article dans une revue hal-02077639v1
Preface to the Special Issue on Theory of Genetic and Evolutionary Computation Carola Doerr,Dirk Sudholt Algorithmica, 2019, 81 (2), pp.589-592. ⟨10.1007/s00453-018-00543-8⟩ Article dans une revue hal-03286701v1
Optimal Static and Self-Adjusting Parameter Choices for the ( 1 + ( λ , λ ) ) Genetic Algorithm Benjamin Doerr,Carola Doerr Algorithmica, 2018, 80, pp.1658-1709. ⟨10.1007/s00453-017-0354-9⟩ Article dans une revue hal-01668262v1
Optimisation inspirée par la nature Carola Doerr Images des mathématiques, 2018, ⟨10.60868/b5ev-wc37⟩ Article dans une revue hal-05589947v1
The (1+1) Elitist Black-Box Complexity of LeadingOnes Carola Doerr,Johannes Lengler Algorithmica, 2018, 80, pp.1579-1603. ⟨10.1007/s00453-017-0304-6⟩ Article dans une revue hal-01668264v1
Static and Self-Adjusting Mutation Strengths for Multi-valued Decision Variables Benjamin Doerr,Carola Doerr,Timo Kötzing Algorithmica, 2018, 80, pp.1732-1768. ⟨10.1007/s00453-017-0341-1⟩ Article dans une revue hal-01668260v1
Theory of Randomized Optimization Heuristics (Dagstuhl Seminar 17191) Carola Doerr,Christian Igel,Lothar Thiele,Xin Yao Dagstuhl Reports, 2017, 7 (5), pp.22--55. ⟨10.4230/DagRep.7.5.22⟩ Article dans une revue hal-01669706v1
Preface to the Special Issue on Theory of Genetic and Evolutionary Computation Carola Doerr,Francisco Chicano Algorithmica, 2017, 78 (2), pp.558 - 560. ⟨10.1007/s00453-017-0280-x⟩ Article dans une revue hal-01668255v1
OneMax in Black-Box Models with Several Restrictions Carola Doerr,Johannes Lengler Algorithmica, 2017, 78, pp.610--640. ⟨10.1007/s00453-016-0168-1⟩ Article dans une revue hal-01363845v1
The Impact of Random Initialization on the Runtime of Randomized Search Heuristics Carola Doerr,Benjamin Doerr Algorithmica, 2016, 75, pp.529-553. ⟨10.1007/s00453-015-0019-5⟩ Article dans une revue hal-01363851v1
Rumor Spreading in Random Evolving Graphs Andrea Clementi,Pierluigi Crescenzi,Carola Doerr,Pierre Fraigniaud,Francesco Pasqualeet al. Random Structures and Algorithms, 2016, 48 (2), pp.290-312. ⟨10.1002/rsa.20586⟩ Article dans une revue hal-01390133v1
Playing Mastermind with Many Colors Benjamin Doerr,Carola Doerr,Reto Spoehel,Henning Thomas Journal of the ACM (JACM), 2016, 63, ⟨10.1145/2987372⟩ Article dans une revue hal-01481969v1
From black-box complexity to designing new genetic algorithms Benjamin Doerr,Carola Doerr,Franziska Ebel Theoretical Computer Science, 2015, 567, pp.87-104 Article dans une revue hal-01272858v1
Unbiased Black-Box Complexities of Jump Functions (Journal version) Benjamin Doerr,Carola Doerr,Timo Kötzing Evolutionary Computation, 2015, 23 (4), pp.641-670. ⟨10.1162/EVCO_a_00158⟩ Article dans une revue hal-01272855v1
Ranking-Based Black-Box Complexity Benjamin Doerr,Carola Doerr Algorithmica, 2014, 68, pp.571-609. ⟨10.1007/s00453-012-9684-9⟩ Article dans une revue hal-01086508v1
Playing Mastermind with Constant-Size Memory Benjamin Doerr,Carola Doerr Theory of Computing Systems, 2014, 55, pp.658-684. ⟨10.1007/s00224-012-9438-8⟩ Article dans une revue hal-01086513v1
Computing Minimum Cycle Bases in Weighted Partial 2-Trees in Linear Time Carola Doerr,Jens M. Schmidt,G. Ramakrishna Journal of Graph Algorithms and Applications, 2014, 18, pp.325-346. ⟨10.7155/jgaa.00325⟩ Article dans une revue hal-01086511v1
The Price of Anarchy for Selfish Ring Routing is Two Xujin Chen,Benjamin Doerr,Carola Doerr,Xiaodong Hu,Ma Weidonget al. ACM Transactions on Economics and Computation, 2014, 2, pp.8. ⟨10.1145/2548545⟩ Article dans une revue hal-01086519v1
Reducing the arity in unbiased black-box complexity Benjamin Doerr,Carola Doerr Theoretical Computer Science, 2014, 545, pp.108-121. ⟨10.1016/j.tcs.2013.05.004⟩ Article dans une revue hal-01086516v1
The unbiased black-box complexity of partition is polynomial Benjamin Doerr,Carola Doerr,Timo Kötzing Artificial Intelligence (AIJ), 2014, 216, pp.12. ⟨10.1016/j.artint.2014.07.009⟩ Article dans une revue hal-01086507v1
Mutation Rate Matters Even When Optimizing Monotonic Functions Benjamin Doerr,Thomas Jansen,Dirk Sudholt,Carola Winzen,Christine Zarges Evolutionary Computation, 2013, 21, pp.1-27. ⟨10.1162/EVCO_a_00055⟩ Article dans une revue hal-01086549v1
Black-box complexities of combinatorial problems Benjamin Doerr,Timo Kötzing,Johannes Lengler,Carola Winzen Theoretical Computer Science, 2013, 471, pp.84-106. ⟨10.1016/j.tcs.2012.10.039⟩ Article dans une revue hal-01086551v1
Direction-reversing quasi-random rumor spreading with restarts Carola Winzen Information Processing Letters, 2013, 113, pp.921-926. ⟨10.1016/j.ipl.2013.09.006⟩ Article dans une revue hal-01086550v1
Memory-restricted black-box complexity of OneMax Benjamin Doerr,Carola Winzen Information Processing Letters, 2012, 112 (1-2), pp.32 - 34. ⟨10.1016/j.ipl.2011.10.004⟩ Article dans une revue hal-01797910v1
Multiplicative Drift Analysis Benjamin Doerr,Daniel Johannsen,Carola Winzen Algorithmica, 2012, 64 (4), pp.673 - 697. ⟨10.1007/s00453-012-9622-x⟩ Article dans une revue hal-01797908v1
A New Randomized Algorithm to Approximate the Star Discrepancy Based on Threshold Accepting Michael Gnewuch,Magnus Wahlström,Carola Winzen SIAM Journal on Numerical Analysis, 2012, 50 (2), pp.781 - 807. ⟨10.1137/110833865⟩ Article dans une revue hal-01797907v1
Non-existence of linear universal drift functions Benjamin Doerr,Daniel Johannsen,Carola Winzen Theoretical Computer Science, 2012, 436, pp.71 - 86. ⟨10.1016/j.tcs.2012.01.048⟩ Article dans une revue hal-01797909v1
Finding optimal volume subintervals with k points and calculating the star discrepancy are NP-hard problems Michael Gnewuch,Anand Srivastav,Carola Winzen Journal of Complexity, 2009, 25 (2), pp.115 - 127. ⟨10.1016/j.jco.2008.10.001⟩ Article dans une revue hal-01797911v1

Communication dans un congrès (121)

Synergies of Deep and Classical Exploratory Landscape Features for Automated Algorithm Selection Moritz Seiler,Urban Skvorc,Carola Doerr,Heike Trautmann The 18th Learning and Intelligent OptimizatioN Conference (LION 2024), Jun 2024, Ischia, Italy. pp.361-376, ⟨10.1007/978-3-031-75623-8_29⟩ Communication dans un congrès hal-04613225v1
Analyzing Single-objective Black-box Optimization Algorithms Using the Empirical Attainment Function Manuel López-Ibáñez,Diederick Vermetten,Johann Dreo,Carola Doerr Genetic and Evolutionary Computation Conference, Association for Computing Machinery, Jul 2025, Malaga, Spain. ⟨10.1145/3712255.3734242⟩ Communication dans un congrès pasteur-05121863v1
Multi-parameter Control for the (1+(L,L))-GA on OneMax via Deep Reinforcement Learning Tai Nguyen,Phong Le,Carola Doerr,Nguyen Dang Foundations of Genetic Algorithms XVIII (FOGA), ACM/SIGEVO, 2025, Leiden, Netherlands. ⟨10.1145/3729878.3746703⟩ Communication dans un congrès hal-05171396v1
MO-IOHinspector: Anytime Benchmarking of Multi-Objective Algorithms using IOHprofiler Diederick Vermetten,Jeroen Rook,Oliver Preuß,Jacob de Nobel,Carola Doerret al. EMO 2025, 13th International Conference on Evolutionary Multi-Criterion Optimization, Mar 2025, Canberra, Australia. pp.242-256, ⟨10.1007/978-981-96-3506-1_17⟩ Communication dans un congrès hal-05171387v1
Geometric Learning in Black-Box Optimization: A GNN Framework for Algorithm Performance Prediction Ana Kostovska,Carola Doerr,Sašo Džeroski,Panče Panov,Tome Eftimov Proc. of the Genetic and Evolutionary Computation Conference (GECCO 2025, Companion material), ACM, Jul 2025, Malaga, Spain. ⟨10.1145/3712255.3726696⟩ Communication dans un congrès hal-05171405v1
Cascading CMA-ES Instances for Generating Input-diverse Solution Batches Maria Laura Santoni,Christoph Dürr,Carola Doerr,Mike Preuss,Elena Raponi Proc. of the Genetic and Evolutionary Computation Conference (GECCO, Companion material, BBOB workshop), ACM, Jul 2025, Malaga, Spain. ⟨10.1145/3712255.3734304⟩ Communication dans un congrès hal-05171403v1
On the Importance of Reward Design in Reinforcement Learning-based Dynamic Algorithm Configuration: A Case Study on OneMax with (1+(L,L))-GA Tai Nguyen,Phong Le,André Biedenkapp,Carola Doerr,Nguyen Dang GECCO '25: Genetic and Evolutionary Computation Conference, Jul 2025, Malaga, Spain. pp.1162-1171, ⟨10.1145/3712256.3726395⟩ Communication dans un congrès hal-05171390v1
Enhancing Parameter Control Policies with State Information Gianluca Covini,Denis Antipov,Carola Doerr 18th ACM/SIGEVO Conference on Foundations of Genetic Algorithms (FOGA), Aug 2025, Leiden, Netherlands. ⟨10.1145/3729878.3746633⟩ Communication dans un congrès hal-05157741v1
Large-scale Benchmarking of Metaphor-based Optimization Heuristics Diederick Vermetten,Carola Doerr,Hao Wang,Anna Kononova,Thomas Bäck GECCO '24: Proceedings of the Genetic and Evolutionary Computation Conference, Jul 2024, Melbourne, Australia. pp.41 - 49, ⟨10.1145/3638529.3654122⟩ Communication dans un congrès hal-04580572v1
Quantifying Individual and Joint Module Impact in Modular Optimization Frameworks Ana Nikolikj,Ana Kostovska,Diederick Vermetten,Carola Doerr,Tome Eftimov 2024 IEEE Congress on Evolutionary Computation (CEC), IEEE, Jun 2024, Yokohama, Japan. pp.1-8, ⟨10.1109/CEC60901.2024.10611779⟩ Communication dans un congrès hal-04580579v1
Empirical Analysis of the Dynamic Binary Value Problem with IOHprofiler Diederick Vermetten,Johannes Lengler,Dimitri Rusin,Thomas Bäck,Carola Doerr 18th International Conference on Parallel Problem Solving from Nature – PPSN XVIII, Sep 2024, Hagenberg, Austria. pp.20-35, ⟨10.1007/978-3-031-70068-2_2⟩ Communication dans un congrès hal-04759433v1
Learned Features vs. Classical ELA on Affine BBOB Functions Moritz Seiler,Urban Škvorc,Gjorgjina Cenikj,Carola Doerr,Heike Trautmann Parallel Problem Solving from Nature – PPSN XVIII (PPSN 2024), Sep 2024, Hagenberg, Austria. pp.137-153, ⟨10.1007/978-3-031-70068-2_9⟩ Communication dans un congrès hal-04759437v1
Generalization Ability of Feature-based Performance Prediction Models: A Statistical Analysis across Benchmarks Ana Nikolikj,Ana Kostovska,Gjorgjina Cenikj,Carola Doerr,Tome Eftimov 2024 IEEE Congress on Evolutionary Computation (CEC), Jun 2024, Yokohama, Japan. pp.1-8, ⟨10.1109/CEC60901.2024.10611952⟩ Communication dans un congrès hal-04580601v1
Impact of Training Instance Selection on Automated Algorithm Selection Models for Numerical Black-box Optimization Konstantin Dietrich,Diederick Vermetten,Carola Doerr,Pascal Kerschke GECCO '24: Proceedings of the Genetic and Evolutionary Computation Conference, ACM, Jul 2024, Melbourne, Australia. pp.1007 - 1016, ⟨10.1145/3638529.3654100⟩ Communication dans un congrès hal-04580570v1
Hybridizing Target-and SHAP-encoded Features for Algorithm Selection in Mixed-variable Black-box Optimization Konstantin Dietrich,Raphael Patrick Prager,Carola Doerr,Heike Trautmann Parallel Problem Solving from Nature – PPSN XVIII (PPSN 2024), Sep 2024, Hagenberg, Austria. pp.154-169, ⟨10.1007/978-3-031-70068-2_10⟩ Communication dans un congrès hal-04759439v1
Selecting Pre-trained Models for Transfer Learning with Data-centric Meta-features Matt van den Nieuwenhuijzen,Carola Doerr,Jan N van Rijn,Henry Gouk AutoML Conference 2024 (Workshop Track), Sep 2024, Paris, France Communication dans un congrès hal-04759450v1
MA-BBOB: Many-Affine Combinations of BBOB Functions for Evaluating AutoML Approaches in Noiseless Numerical Black-Box Optimization Contexts Diederick Vermetten,Furong Ye,Thomas Bäck,Carola Doerr International Conference on Automated Machine Learning (AutoML 2023), Sep 2023, Potsdam, Germany Communication dans un congrès hal-04242054v1
Explainable Model-specific Algorithm Selection for Multi-Label Classification Ana Kostovska,Carola Doerr,Saso Dzeroski,Dragi Kocev,Pance Panovet al. 2022 IEEE Symposium Series on Computational Intelligence (SSCI), Dec 2022, Singapore, Singapore. pp.39-46, ⟨10.1109/SSCI51031.2022.10022177⟩ Communication dans un congrès hal-04003128v1
Comparison of Bayesian Optimization Algorithms for BBOB Problems in Dimensions 10 and 60 Maria Laura Santoni,Elena Raponi,Renato de Leone,Carola Doerr GECCO '23 Companion: Companion Conference on Genetic and Evolutionary Computation, ACM, Jul 2023, Lisbon, Portugal. pp.2390-2393, ⟨10.1145/3583133.3596314⟩ Communication dans un congrès hal-04184969v1
Self-Adjusting Weighted Expected Improvement for Bayesian Optimization Carolin Benjamins,Elena Raponi,Anja Jankovic,Carola Doerr,Marius Lindauer International Conference on Automated Machine Learning (AutoML 2023), Sep 2023, Potsdam, Germany Communication dans un congrès hal-04242077v1
Tight Runtime Bounds for Static Unary Unbiased Evolutionary Algorithms on Linear Functions Carola Doerr,Duri Andrea Janett,Johannes Lengler GECCO '23: Genetic and Evolutionary Computation Conference, Jul 2023, Lisbon, Portugal. pp.1565-1574, ⟨10.1145/3583131.3590482⟩ Communication dans un congrès hal-04180577v1
PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization Ana Kostovska,Gjorgjina Cenikj,Diederick Vermetten,Anja Jankovic,Ana Nikolikjet al. International Conference on Automated Machine Learning (AutoML 2023), Sep 2023, Potsdam, Germany Communication dans un congrès hal-04242084v1
Sensitivity Analysis of RF+clust for Leave-One-Problem-Out Performance Prediction Ana Nikolikj,Michal Pluháček,Carola Doerr,Peter Korošec,Tome Eftimov 2023 IEEE Congress on Evolutionary Computation (CEC), Jul 2023, Chicago, IL, United States. pp.1-8, ⟨10.1109/CEC53210.2023.10254146⟩ Communication dans un congrès hal-04242051v1
Using Affine Combinations of BBOB Problems for Performance Assessment Diederick Vermetten,Furong Ye,Carola Doerr GECCO '23: Genetic and Evolutionary Computation Conference, Jul 2023, Lisbon, Portugal. pp.873-881, ⟨10.1145/3583131.3590412⟩ Communication dans un congrès hal-04180579v1
Using Automated Algorithm Configuration for Parameter Control Deyao Chen,Maxim Buzdalov,Carola Doerr,Nguyen Dang FOGA '23: Foundations of Genetic Algorithms XVII, Aug 2023, Potsdam, Germany. pp.38-49, ⟨10.1145/3594805.3607127⟩ Communication dans un congrès hal-04180594v1
RF+clust for Leave-One-Problem-Out Performance Prediction Ana Nikolikj,Carola Doerr,Tome Eftimov Applications of Evolutionary Computation (EvoApplications 2023), Apr 2023, Brno, Czech Republic. pp.285-301, ⟨10.1007/978-3-031-30229-9_19⟩ Communication dans un congrès hal-04180591v1
Algorithm Instance Footprint: Separating Easily Solvable and Challenging Problem Instances Ana Nikolikj,Sašo Džeroski,Mario Andrés Muñoz,Carola Doerr,Peter Korošecet al. GECCO '23: Genetic and Evolutionary Computation Conference, Jul 2023, Lisbon, Portugal. pp.529-537, ⟨10.1145/3583131.3590424⟩ Communication dans un congrès hal-04180584v1
Benchmarking and analyzing iterative optimization heuristics with IOHprofiler Carola Doerr,Hao Wang,Diederick Vermetten,Thomas Bäck,Jacob de Nobelet al. GECCO '23 Companion: Companion Conference on Genetic and Evolutionary Computation, Jul 2023, Lisbon, Portugal. pp.938-945, ⟨10.1145/3583133.3595057⟩ Communication dans un congrès hal-04185070v1
Computing Star Discrepancies with Numerical Black-Box Optimization Algorithms François Clément,Diederick Vermetten,Jacob de Nobel,Alexandre D. Jesus,Luís Paqueteet al. GECCO '23: Genetic and Evolutionary Computation Conference, Jul 2023, Lisbon, Portugal. pp.1330-1338, ⟨10.1145/3583131.3590456⟩ Communication dans un congrès hal-04180578v1
Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms Ana Kostovska,Diederick Vermetten,Sašo Džeroski,Panče Panov,Tome Eftimovet al. Applications of Evolutionary Computation (EvoApplications 2023), Apr 2023, Brno, Czech Republic. pp.253-268, ⟨10.1007/978-3-031-30229-9_17⟩ Communication dans un congrès hal-04180586v1
DynamoRep: Trajectory-Based Population Dynamics for Classification of Black-box Optimization Problems Gjorgjina Cenikj,Gašper Petelin,Carola Doerr,Peter Korošec,Tome Eftimov GECCO '23: Genetic and Evolutionary Computation Conference, Jul 2023, Lisbon, Portugal. pp.813-821, ⟨10.1145/3583131.3590401⟩ Communication dans un congrès hal-04180581v1
The Importance of Landscape Features for Performance Prediction of Modular CMA-ES Variants Ana Kostovska,Diederick Vermetten,Sašo Džeroski,Carola Doerr,Peter Korosecet al. GECCO '22: Genetic and Evolutionary Computation Conference, Jul 2022, Boston, United States. ⟨10.1145/3512290.3528832⟩ Communication dans un congrès hal-03718887v1
Towards Automated Design of Bayesian Optimization via Exploratory Landscape Analysis Carolin Benjamins,Anja Jankovic,Elena Raponi,Koen van der Blom,Marius Lindaueret al. 6th Workshop on Meta-Learning at NeurIPS 2022, Dec 2022, New Orleans, United States Communication dans un congrès hal-03861124v1
Fast Re-Optimization of LeadingOnes with Frequent Changes Nina Bulanova,Arina Buzdalova,Carola Doerr 2022 IEEE Congress on Evolutionary Computation (CEC), Jul 2022, Padua, Italy. pp.1-8, ⟨10.1109/CEC55065.2022.9870400⟩ Communication dans un congrès hal-03774168v1
SELECTOR: Selecting a Representative Benchmark Suite for Reproducible Statistical Comparison Gjorgjina Cenikj,Ryan Dieter Lang,Andries Petrus Engelbrecht,Carola Doerr,Peter Korošecet al. GECCO '22: Genetic and Evolutionary Computation Conference, Jul 2022, Boston, United States. ⟨10.1145/3512290.3528809⟩ Communication dans un congrès hal-03718885v1
Theory-inspired Parameter Control Benchmarks for Dynamic Algorithm Configuration André Biedenkapp,Nguyen Dang,Martin Krejca,Frank Hutter,Carola Doerr GECCO '22: Genetic and Evolutionary Computation Conference, Jul 2022, Boston, United States. pp.766--775, ⟨10.1145/3512290.3528846⟩ Communication dans un congrès hal-03646966v1
High Dimensional Bayesian Optimization with Kernel Principal Component Analysis Kirill Antonov,Elena Raponi,Hao Wang,Carola Doerr 17th Proceedings of Parallel Problem Solving from Nature - (PPSN) 2022, Sep 2022, Dortmund, Germany. pp.118-131, ⟨10.1007/978-3-031-14714-2_9⟩ Communication dans un congrès hal-03740759v1
Trajectory-based Algorithm Selection with Warm-starting Anja Jankovic,Diederick Vermetten,Ana Kostovska,Jacob de Nobel,Tome Eftimovet al. 2022 IEEE Congress on Evolutionary Computation (CEC), Jul 2022, Padua, Italy. pp.1-8, ⟨10.1109/CEC55065.2022.9870222⟩ Communication dans un congrès hal-03774161v1
Per-run Algorithm Selection with Warm-starting using Trajectory-based Features Ana Kostovska,Anja Jankovic,Diederick Vermetten,Jacob de Nobel,Hao Wanget al. 17th Proceedings of Parallel Problem Solving from Nature - (PPSN) 2022, 2022, Dortmund, Germany. pp.46-60, ⟨10.1007/978-3-031-14714-2_4⟩ Communication dans un congrès hal-03740760v1
Non-Elitist Selection Can Improve the Performance of Irace Furong Ye,Diederick Vermetten,Carola Doerr,Thomas Bäck 17th Proceedings of Parallel Problem Solving from Nature - (PPSN) 2022, Sep 2022, Dortmund, Germany. pp.32-45, ⟨10.1007/978-3-031-14714-2_3⟩ Communication dans un congrès hal-03740761v1
PI is back! Switching Acquisition Functions in Bayesian Optimization Carolin Benjamins,Elena Raponi,Anja Jankovic,Koen van der Blom,Maria Laura Santoniet al. 2022 NeurIPS Workshop on Gaussian Processes, Spatiotemporal Modeling, and Decision-making Systems, Dec 2022, New Orleans, United States Communication dans un congrès hal-03861120v1
Improving Nevergrad's Algorithm Selection Wizard NGOpt through Automated Algorithm Configuration Risto Trajanov,Ana Nikolikj,Gjorgjina Cenikj,Fabien Teytaud,Mathurin Videauet al. 17th Proceedings of Parallel Problem Solving from Nature - (PPSN) 2022, Sep 2022, Dortmund, Germany. pp.18-31, ⟨10.1007/978-3-031-14714-2_2⟩ Communication dans un congrès hal-03740762v1
Analyzing the Impact of Undersampling on the Benchmarking and Configuration of Evolutionary Algorithms Diederick Vermetten,Hao Wang,Manuel López-Ibañez,Carola Doerr,Thomas Bäck GECCO '22: Genetic and Evolutionary Computation Conference, Jul 2022, Boston, United States. ⟨10.1145/3512290.3528799⟩ Communication dans un congrès hal-03718886v1
Automated Algorithm Selection for Radar Network Configuration Quentin Renau,Johann Dreo,Alain Peres,Yann Semet,Carola Doerret al. GECCO '22: Genetic and Evolutionary Computation Conference, Jul 2022, Boston, United States. ⟨10.1145/3512290.3528825⟩ Communication dans un congrès hal-03718883v1
Towards Explainable Exploratory Landscape Analysis: Extreme Feature Selection for Classifying BBOB Functions Quentin Renau,Johann Dréo,Carola Doerr,Benjamin Doerr Applications of Evolutionary Computation (EvoApplications 2021), Apr 2021, Sevilla (Virtual), Spain. pp.17-33, ⟨10.1007/978-3-030-72699-7_2⟩ Communication dans un congrès hal-03233676v1
Blending Dynamic Programming with Monte Carlo Simulation for Bounding the Running Time of Evolutionary Algorithms Kirill Antonov,Maxim Buzdalov,Arina Buzdalova,Carola Doerr IEEE Congress on Evolutionary Computation (CEC'21), Jun 2021, Krakow, Poland Communication dans un congrès hal-03233843v1
Leveraging Benchmarking Data for Informed One-Shot Dynamic Algorithm Selection Furong Ye,Carola Doerr,Thomas Bäck Genetic and Evolutionary Computation Conference (GECCO 2021, Companion Material), Jul 2021, Lille, France. ⟨10.1145/3449726.3459578⟩ Communication dans un congrès hal-03233915v1
MATE: A Model-based Algorithm Tuning Engine - A proof of concept towards transparent feature-dependent parameter tuning using symbolic regression Mohamed El Yafrani,Marcella Scoczynski,Inkyung Sung,Markus Wagner,Carola Doerret al. Evolutionary Computation in Combinatorial Optimization (EvoCOP'21), Apr 2021, Sevilla (on line), Spain. pp.51-67, ⟨10.1007/978-3-030-72904-2_4⟩ Communication dans un congrès hal-03233689v1
Personalizing Performance Regression Models to Black-Box Optimization Problems Tome Eftimov,Anja Jankovic,Gorjan Popovski,Carola Doerr,Peter Korošec Genetic and Evolutionary Computation Conference (GECCO 2021), Jul 2021, Lille, France. ⟨10.1145/3449639.3459407⟩ Communication dans un congrès hal-03233825v1
Tuning as a Means of Assessing the Benefits of New Ideas in Interplay with Existing Algorithmic Modules Jacob de Nobel,Diederick Vermetten,Hao Wang,Carola Doerr,Thomas Bäck Genetic and Evolutionary Computation Conference (GECCO 2021, Companion Material, Workshop), Jul 2021, Lille (en ligne), France. ⟨10.1145/3449726.3463167⟩ Communication dans un congrès hal-03233951v1
Optimal Static Mutation Strength Distributions for the (1 + λ) Evolutionary Algorithm on OneMax Maxim Buzdalov,Carola Doerr Genetic and Evolutionary Computation Conference (GECCO 2021), Jul 2021, Lille, France. pp.660-668, ⟨10.1145/3449639.3459389⟩ Communication dans un congrès hal-03233796v1
OPTION: OPTImization Algorithm Benchmarking ONtology Ana Kostovska,Diederick Vermetten,Carola Doerr,Saso Dzeroski,Panče Panovet al. Genetic and Evolutionary Computation Conference (GECCO 2021, Companion Material), Jul 2021, Lille (on line), France. ⟨10.1145/3449726.3459579⟩ Communication dans un congrès hal-03233907v1
Towards Feature-Based Performance Regression Using Trajectory Data Anja Jankovic,Tome Eftimov,Carola Doerr Applications of Evolutionary Computation (EvoApplications 2021), Apr 2021, Sevilla (on line), Spain. pp.601-617, ⟨10.1007/978-3-030-72699-7_38⟩ Communication dans un congrès hal-03233699v1
The Impact of Hyper-Parameter Tuning for Landscape-Aware Performance Regression and Algorithm Selection Anja Jankovic,Gorjan Popovski,Tome Eftimov,Carola Doerr Genetic and Evolutionary Computation Conference (GECCO 2021), Jul 2021, Lille, France. pp.687-696, ⟨10.1145/3449639.3459406⟩ Communication dans un congrès hal-03233811v1
Towards Large Scale Automated Algorithm Design by Integrating Modular Benchmarking Frameworks Amine Aziz-Alaoui,Carola Doerr,Johann Dreo Genetic and Evolutionary Computation Conference (GECCO 2021), Jul 2021, Lille, France. ⟨10.1145/3449726.3463155⟩ Communication dans un congrès hal-03233932v1
Variance Reduction for Better Sampling in Continuous Domains Laurent Meunier,Carola Doerr,Jeremy Rapin,Olivier Teytaud Parallel Problem Solving from Nature – PPSN XVI (PPSN 2020), Sep 2020, Leiden, Netherlands. pp.154-168, ⟨10.1007/978-3-030-58112-1_11⟩ Communication dans un congrès hal-02935395v1
Optimal Mutation Rates for the $(1+\lambda )$ EA on OneMax Maxim Buzdalov,Carola Doerr Parallel Problem Solving from Nature – PPSN XVI (PPSN 2020), Sep 2020, Leiden, Netherlands. pp.574-587, ⟨10.1007/978-3-030-58115-2_40⟩ Communication dans un congrès hal-02935402v1
High Dimensional Bayesian Optimization Assisted by Principal Component Analysis Elena Raponi,Hao Wang,Mariusz Bujny,Simonetta Boria,Carola Doerr Parallel Problem Solving from Nature – PPSN XVI (PPSN 2020), Sep 2020, Leiden, Netherlands. pp.169-183, ⟨10.1007/978-3-030-58112-1_12⟩ Communication dans un congrès hal-02935397v1
Exploratory Landscape Analysis is Strongly Sensitive to the Sampling Strategy Quentin Renau,Carola Doerr,Johann Dreo,Benjamin Doerr Parallel Problem Solving from Nature – PPSN XVI (PPSN 2020), Sep 2020, Leiden, Netherlands. pp.139-153, ⟨10.1007/978-3-030-58115-2_10⟩ Communication dans un congrès hal-02935385v1
Towards Dynamic Algorithm Selection for Numerical Black-Box Optimization: Investigating BBOB as a Use Case Diederick Vermetten,Hao Wang,Thomas Bäck,Carola Doerr Genetic and Evolutionary Computation Conference (GECCO'20), Jul 2020, Cancun, Mexico. ⟨10.1145/3377930.3390189⟩ Communication dans un congrès hal-02871952v1
Dynamic control parameter choices in evolutionary computation Gregor Papa,Carola Doerr GECCO '20: Genetic and Evolutionary Computation Conference, Jul 2020, Cancún, Mexico. pp.927-956, ⟨10.1145/3377929.3389876⟩ Communication dans un congrès hal-02949721v1
Linear Matrix Factorization Embeddings for Single-objective Optimization Landscapes Tome Eftimov,Gorjan Popovski,Quentin Renau,Peter Korošec,Carola Doerr 2020 IEEE Symposium Series on Computational Intelligence (SSCI), Dec 2020, Canberra, Australia. pp.775-782, ⟨10.1109/SSCI47803.2020.9308180⟩ Communication dans un congrès hal-03117158v1
Mutation Rate Control in the (1 + λ) Evolutionary Algorithm with a Self-adjusting Lower Bound Kirill Antonov,Arina Buzdalova,Carola Doerr Mathematical Optimization Theory and Operations Research (MOTOR 2020), Jul 2020, Novosibirsk, Russia. pp.305-319, ⟨10.1007/978-3-030-58657-7_25⟩ Communication dans un congrès hal-02948754v1
Benchmarking and analyzing iterative optimization heuristics with IOHprofiler (GECCO'20 tutorial) Hao Wang,Carola Doerr,Ofer Shir,Thomas Bäck Proc. of Genetic and Evolutionary Computation Conference (GECCO'20, Companion material), Jul 2020, Cancún, Mexico. pp.1043-1054, ⟨10.1145/3377929.3389879⟩ Communication dans un congrès hal-02949725v1
Integrated vs. Sequential Approaches for Selecting and Tuning CMA-ES Variants Diederick Vermetten,Hao Wang,Carola Doerr,Thomas Back ACM Genetic and Evolutionary Computation Conference (GECCO'20), ACM, Jul 2020, Cancun, Mexico. ⟨10.1145/3377930.3389831⟩ Communication dans un congrès hal-02871963v1
Fixed-Target Runtime Analysis Maxim Buzdalov,Benjamin Doerr,Carola Doerr,Dmitry Vinokurov GECCO 2020 - The Genetic and Evolutionary Computation Conference, Jul 2020, Cancun, Mexico Communication dans un congrès hal-02871956v1
Initial Design Strategies and their Effects on Sequential Model-Based Optimization An Exploratory Case Study Based on BBOB Jakob Bossek,Carola Doerr,Pascal Kerschke Genetic and Evolutionary Computation Conference (GECCO'20), Jul 2020, Cancun, Mexico. ⟨10.1145/3377930.3390155⟩ Communication dans un congrès hal-02871959v1
Landscape-Aware Fixed-Budget Performance Regression and Algorithm Selection for Modular CMA-ES Variants Anja Jankovic,Carola Doerr ACM Genetic and Evolutionary Computation Conference (GECCO'20), Jul 2020, Cancun, Mexico. ⟨10.1145/3377930.3390183⟩ Communication dans un congrès hal-02872816v1
Benchmarking a $$(\mu +\lambda )$$ Genetic Algorithm with Configurable Crossover Probability Furong Ye,Hao Wang,Carola Doerr,Thomas Back Parallel Problem Solving from Nature – PPSN XVI (PPSN 2020), Sep 2020, Leiden, Netherlands. pp.699-713, ⟨10.1007/978-3-030-58115-2_49⟩ Communication dans un congrès hal-02931254v1
Evolving Sampling Strategies for One-Shot Optimization Tasks Jakob Bossek,Carola Doerr,Pascal Kerschke,Aneta Neumann,Frank Neumann Parallel Problem Solving from Nature – PPSN XVI (PPSN 2020), Sep 2020, Leiden, Netherlands. pp.111-124, ⟨10.1007/978-3-030-58112-1_8⟩ Communication dans un congrès hal-02935380v1
Optimization of Chance-Constrained Submodular Functions Benjamin Doerr,Carola Doerr,Aneta Neumann,Frank Neumann,Andrew M Sutton AAAI-20 Thirty-Fourth AAAI Conference on Artificial Intelligence, Feb 2020, New York, United States Communication dans un congrès hal-02871943v1
Hybridizing the 1/5-th Success Rule with Q-Learning for Controlling the Mutation Rate of an Evolutionary Algorithm Arina Buzdalova,Carola Doerr,Anna Rodionova Parallel Problem Solving from Nature – PPSN XVI (PPSN 2020), Sep 2020, Leiden, Netherlands. pp.485-499, ⟨10.1007/978-3-030-58115-2_34⟩ Communication dans un congrès hal-02935399v1
Interpolating Local and Global Search by Controlling the Variance of Standard Bit Mutation Furong Ye,Carola Doerr,Thomas Back 2019 IEEE Congress on Evolutionary Computation (CEC), Jun 2019, Wellington, New Zealand. pp.2292-2299, ⟨10.1109/CEC.2019.8790107⟩ Communication dans un congrès hal-02298570v1
Offspring Population Size Matters when Comparing Evolutionary Algorithms with Self-Adjusting Mutation Rates Anna Rodionova,Kirill Antonov,Arina Buzdalova,Carola Doerr Genetic and Evolutionary Computation Conference, Jul 2019, Prague, Czech Republic. pp.855-863, ⟨10.1145/3321707.3321827⟩ Communication dans un congrès hal-02439392v1
Making a case for (Hyper-)parameter tuning as benchmark problems Carola Doerr,Johann Dréo,Pascal Kerschke Genetic and Evolutionary Computation Conference, Companion Material, Jul 2019, Prague, Czech Republic. pp.1755-1764, ⟨10.1145/3319619.3326857⟩ Communication dans un congrès hal-02179587v1
Illustrating the trade-off between time, quality, and success probability in heuristic search Ivan Ignashov,Arina Buzdalova,Maxim Buzdalov,Carola Doerr Genetic and Evolutionary Computation Conference, Companion Material, Jul 2019, Prague, Czech Republic. pp.1807-1812, ⟨10.1145/3319619.3326895⟩ Communication dans un congrès hal-02179607v1
Bayesian performance analysis for black-box optimization benchmarking Borja Calvo,Ofer Shir,Josu Ceberio,Carola Doerr,Hao Wanget al. Genetic and Evolutionary Computation Conference GECCO 2019, Jul 2019, Prague, Czech Republic. pp.1789-1797, ⟨10.1145/3319619.3326888⟩ Communication dans un congrès hal-02179609v1
Fast re-optimization via structural diversity Benjamin Doerr,Carola Doerr,Frank Neumann The Genetic and Evolutionary Computation Conference, Jul 2019, Prague, Czech Republic. pp.233-241, ⟨10.1145/3321707.3321731⟩ Communication dans un congrès hal-02175763v1
Fixed-target runtime analysis of the (1 + 1) EA with resampling (student workshop paper) Dmitry Vinokurov,Maxim Buzdalov,Arina Buzdalov,Benjamin Doerr,Carola Doerr Genetic and Evolutionary Computation Conference, Companion Material, Jul 2019, Prague, Czech Republic. pp.2068-2071, ⟨10.1145/3319619.3326906⟩ Communication dans un congrès hal-02179611v1
Benchmarking discrete optimization heuristics with IOHprofiler Carola Doerr,Furong Ye,Naama Horesh,Hao Wang,Ofer Shiret al. Genetic and Evolutionary Computation Conference, Companion Material, Jul 2019, Prague, Czech Republic. pp.1798-1806, ⟨10.1145/3319619.3326810⟩ Communication dans un congrès hal-02179605v1
Dynamic parameter choices in evolutionary computation (tutorial at GECCO 2019) Carola Doerr Genetic and Evolutionary Computation Conference, Companion Material, Jul 2019, Prague, Czech Republic. pp.890-922, ⟨10.1145/3319619.3323372⟩ Communication dans un congrès hal-02179606v1
Maximizing drift is not optimal for solving OneMax Nathan Buskulic,Carola Doerr Genetic and Evolutionary Computation Conference, Companion Material, Jul 2019, Prague, Czech Republic. pp.425-426, ⟨10.1145/3319619.3321952⟩ Communication dans un congrès hal-02179613v1
Expressiveness and robustness of landscape features (student workshop paper) Quentin Renau,Johann Dréo,Carola Doerr,Benjamin Doerr Genetic and Evolutionary Computation Conference, Companion Material, Jul 2019, Prague, Czech Republic. pp.2048-2051, ⟨10.1145/3319619.3326913⟩ Communication dans un congrès hal-02179612v1
Hyper-parameter tuning for the (1 + ( λ, λ )) GA Nguyen Dang,Carola Doerr Genetic and Evolutionary Computation Conference, Jul 2019, Prague, Czech Republic. pp.889-897, ⟨10.1145/3321707.3321725⟩ Communication dans un congrès hal-02175766v1
Coupling the design of benchmark with algorithm in landscape-aware solver design Johann Dréo,Carola Doerr,Yann Semet Genetic and Evolutionary Computation Conference, Companion Material, Jul 2019, Prague, Czech Republic. pp.1419-1420, ⟨10.1145/3319619.3326821⟩ Communication dans un congrès hal-02179604v1
Self-adjusting mutation rates with provably optimal success rules Benjamin Doerr,Carola Doerr,Johannes Lengler GECCO 2019 - The Genetic and Evolutionary Computation Conference, Jul 2019, Prague, Czech Republic. pp.1479-1487, ⟨10.1145/3321707.3321733⟩ Communication dans un congrès hal-02175768v1
Online selection of CMA-ES variants Diederick Vermetten,Sander van Rijn,Thomas Back,Carola Doerr The Genetic and Evolutionary Computation Conference, Jul 2019, Prague, Czech Republic. pp.951-959, ⟨10.1145/3321707.3321803⟩ Communication dans un congrès hal-02175767v1
Adaptive landscape analysis (student workshop paper) Anja Janković,Carola Doerr Genetic and Evolutionary Computation Conference, Companion Material, Jul 2019, Prague, Czech Republic. pp.2032-2035, ⟨10.1145/3319619.3326905⟩ Communication dans un congrès hal-02179610v1
Discrepancy-based evolutionary diversity optimization Aneta Neumann,Wanru Gao,Carola Doerr,Frank Neumann,Markus Wagner GECCO '18 - Genetic and Evolutionary Computation Conference, Jul 2018, Kyoto, France. pp.991-998, ⟨10.1145/3205455.3205532⟩ Communication dans un congrès hal-01921073v1
Towards an Adaptive CMA-ES Configurator Sander van Rijn,Carola Doerr,Thomas Back Parallel Problem Solving from Nature – PPSN XV. PPSN 2018., Sep 2018, Coimbra, Portugal. pp.54-65, ⟨10.1007/978-3-319-99253-2_5⟩ Communication dans un congrès hal-01921060v1
Sensitivity of Parameter Control Mechanisms with Respect to Their Initialization Carola Doerr,Markus Wagner International Conference on Parallel Problem Solving from Nature (PPSN 2018), Sep 2018, Coimbra, Portugal. pp.360-372, ⟨10.1007/978-3-319-99259-4_29⟩ Communication dans un congrès hal-01921055v1
A Simple Proof for the Usefulness of Crossover in Black-Box Optimization Carola Doerr,Eduardo Carvalho Pinto PPSN 2018: Parallel Problem Solving from Nature – PPSN XV, Sep 2018, Coimbra, Portugal. pp.29-41, ⟨10.1007/978-3-319-99259-4_3⟩ Communication dans un congrès hal-01921063v1
Towards a theory-guided benchmarking suite for discrete black-box optimization heuristics Carola Doerr,Furong Ye,Sander van Rijn,Hao Wang,Thomas Bäck GECCO '18 - Genetic and Evolutionary Computation Conference, Jul 2018, Kyoto, France. pp.951-958, ⟨10.1145/3205455.3205621⟩ Communication dans un congrès hal-01921076v1
Dynamic parameter choices in evolutionary computation Carola Doerr GECCO '18 - Genetic and Evolutionary Computation Conference, Jul 2018, Kyoto, Japan. pp.800-830, ⟨10.1145/3205651.3207851⟩ Communication dans un congrès hal-01921081v1
Simple on-the-fly parameter selection mechanisms for two classical discrete black-box optimization benchmark problems Carola Doerr,Markus Wagner GECCO '18 - Genetic and Evolutionary Computation Conference, Jul 2018, Kyoto, Japan. pp.943-950, ⟨10.1145/3205455.3205560⟩ Communication dans un congrès hal-01921078v1
Compiling a benchmarking test-suite for combinatorial black-box optimization Ofer Shir,Carola Doerr,Thomas Bäck GECCO '18 - Genetic and Evolutionary Computation Conference Companion, Jul 2018, Kyoto, Japan. pp.1753-1760, ⟨10.1145/3205651.3208251⟩ Communication dans un congrès hal-01921068v1
Non-static parameter choices in evolutionary computation Carola Doerr GECCO '17 - Genetic and Evolutionary Computation Conference, Jul 2017, Berlin, Germany. pp.736-761, ⟨10.1145/3067695.3067707⟩ Communication dans un congrès hal-01921088v1
Unknown solution length problems with no asymptotically optimal run time Benjamin Doerr,Carola Doerr,Timo Kötzing Genetic and Evolutionary Computation Conference (GECCO'17), Jul 2017, Berlin, Germany. pp.1367-1374, ⟨10.1145/3071178.3071233⟩ Communication dans un congrès hal-01668270v1
Towards a More Practice-Aware Runtime Analysis Carola Doerr,Eduardo Carvalho Pinto EA 2017 - 13th International Conference on Artificial Evolution, Oct 2017, Paris, France. pp.298-305 Communication dans un congrès hal-01668274v1
Provably Optimal Self-Adjusting Step Sizes for Multi-Valued Decision Variables Benjamin Doerr,Carola Doerr,Timo Kötzing Parallel Problem Solving from Nature – PPSN XIV, Sep 2016, Edinburgh, United Kingdom. pp.782-791 Communication dans un congrès hal-01363911v1
The Right Mutation Strength for Multi-Valued Decision Variables Benjamin Doerr,Carola Doerr,Timo Kötzing GECCO 2016 - Genetic and Evolutionary Computation Conference, Jul 2016, Denver, United States. pp.1115-1122, ⟨10.1145/2908812.2908891⟩ Communication dans un congrès hal-01363932v1
Optimal Parameter Choices via Precise Black-Box Analysis Benjamin Doerr,Carola Doerr,Jing Yang GECCO 2016 - Genetic and Evolutionary Computation Conference, Jul 2016, Denver, United States. pp.1123-1130, ⟨10.1145/2908812.2908950⟩ Communication dans un congrès hal-01363930v1
Tutorials at PPSN 2016 Carola Doerr,Nicolas Bredeche,Enrique Alba,Thomas Bartz-Beielstein,Dimo Brockhoffet al. PPSN 2016 - 14th International Conference on Parallel Problem Solving from Nature, Sep 2016, Edinburgh, United Kingdom. pp.1012-1022, ⟨10.1007/978-3-319-45823-6_95⟩ Communication dans un congrès hal-01605625v1
$k$-Bit Mutation with Self-Adjusting $k$ Outperforms Standard Bit Mutation Benjamin Doerr,Carola Doerr,Jing Yang Parallel Problem Solving from Nature – PPSN XIV, Sep 2016, Edinburgh, United Kingdom. pp.824-834 Communication dans un congrès hal-01363906v1
The (1+1) Elitist Black-Box Complexity of LeadingOnes Carola Doerr,Johannes Lengler GECCO 2016 - Genetic and Evolutionary Computation Conference, Jul 2016, Denver, United States. pp.1131-1138, ⟨10.1145/2908812.2908922⟩ Communication dans un congrès hal-01363923v1
Elitist Black-Box Models: Analyzing the Impact of Elitist Selection on the Performance of Evolutionary Algorithms Carola Doerr,Johannes Lengler GECCO '15 - 2015 Annual Conference on Genetic and Evolutionary Computation, Jul 2015, Madrid, Spain. pp.839-846, ⟨10.1145/2739480.2754654⟩ Communication dans un congrès hal-01272867v1
A Tight Runtime Analysis of the (1+(λ, λ)) Genetic Algorithm on OneMax Benjamin Doerr,Carola Doerr GECCO '15 - 2015 Annual Conference on Genetic and Evolutionary Computation, Jul 2015, Madrid, Spain. pp.1423-1430, ⟨10.1145/2739480.2754683⟩ Communication dans un congrès hal-01272869v1
Optimal Parameter Choices Through Self-Adjustment: Applying the 1/5-th Rule in Discrete Settings Benjamin Doerr,Carola Doerr GECCO '15 - 2015 Annual Conference on Genetic and Evolutionary Computation, Jul 2015, Madrid, Spain. pp.1335-1342, ⟨10.1145/2739480.2754684⟩ Communication dans un congrès hal-01272868v1
Solving Problems with Unknown Solution Length at (Almost) No Extra Cost Benjamin Doerr,Carola Doerr,Timo Kötzing GECCO '15 - 2015 Annual Conference on Genetic and Evolutionary Computation, Jul 2015, Madrid, Spain. pp.831-838, ⟨10.1145/2739480.2754681⟩ Communication dans un congrès hal-01272866v1
Money for Nothing: Speeding Up Evolutionary Algorithms Through Better Initialization Axel de Perthuis de Laillevault,Benjamin Doerr,Carola Doerr GECCO '15 - 2015 Annual Conference on Genetic and Evolutionary Computation, Jul 2015, Madrid, Spain. pp.815-822, ⟨10.1145/2739480.2754760⟩ Communication dans un congrès hal-01272863v1
OneMax in Black-Box Models with Several Restrictions Carola Doerr,Johannes Lengler GECCO '15 - 2015 Annual Conference on Genetic and Evolutionary Computation, Jul 2015, Madrid, Spain. pp.1431-1438, ⟨10.1145/2739480.2754678⟩ Communication dans un congrès hal-01272873v1
The impact of random initialization on the runtime of randomized search heuristics Benjamin Doerr,Carola Doerr GECCO '14 - Conference on Genetic and Evolutionary Computation, ACM, Jul 2014, Vancouver, Canada. pp.1375-1382, ⟨10.1145/2576768.2598359⟩ Communication dans un congrès hal-01086535v1
Unbiased black-box complexities of jump functions: how to cross large plateaus Benjamin Doerr,Carola Doerr,Timo Koetzing GECCO '14 - Conference on Genetic and Evolutionary Computation, ACM, Jul 2014, Vancouver, Canada. pp.769-776, ⟨10.1145/2576768.2598341⟩ Communication dans un congrès hal-01086528v1
Diffusion probabiliste dans les réseaux dynamiques Adrea Clementi,Pierluigi Crescenzi,Carola Doerr,Pierre Fraigniaud,Francesco Pasqualeet al. 15èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications (AlgoTel), May 2013, Pornic, France. pp.1-4 Communication dans un congrès hal-00818369v1
Lessons from the black-box: fast crossover-based genetic algorithms Benjamin Doerr,Carola Doerr,Franziska Ebel Proceeding of the fifteenth annual conference on Genetic and Evolutionary Computation, Jul 2013, Amsterdam, Netherlands. ⟨10.1145/2463372.2463480⟩ Communication dans un congrès hal-01797913v1
Constructing low star discrepancy point sets with genetic algorithms Carola Doerr,François-Michel de Rainville Proceeding of the fifteenth annual conference on Genetic and evolutionary computation, Jul 2013, Amsterdam, Netherlands. ⟨10.1145/2463372.2463469⟩ Communication dans un congrès hal-01797912v1
Playing mastermind with many colors Benjamin Doerr,Reto Spoehel,Thomas Henning,Carola Winzen Proceedings of the twenty-fourth annual ACM-SIAM symposium on Discrete algorithms (SODA'13), Jan 2013, New Orleans, United States Communication dans un congrès hal-01797914v1
Black-box complexity Benjamin Doerr,Carola Doerr Proceeding of the fifteenth annual conference companion, Jul 2013, Amsterdam, Netherlands. ⟨10.1145/2464576.2482680⟩ Communication dans un congrès hal-01921119v1
Rumor Spreading in Random Evolving Graphs Andrea Clementi,Pierluigi Crescenzi,Carola Doerr,Pierre Fraigniaud,Marco Isopiet al. 21st Annual European Symposium on Algorithms - ESA 2013, Sep 2013, Sophia Antipolis, France. pp.325-336, ⟨10.1007/978-3-642-40450-4_28⟩ Communication dans un congrès hal-00922696v2
Computing Minimum Cycle Bases in Weighted Partial 2-Trees in Linear Time Carola Doerr,Jens M. Schmidt,G. Ramakrishna WG 2013 - 39th International Workshop on Graph-Theoretic Concepts in Computer Science, Jun 2013, Luebeck, Germany. pp.225-236, ⟨10.1007/978-3-642-45043-3_20⟩ Communication dans un congrès istex hal-01086546v1
Playing Mastermind With Constant-Size Memory Benjamin Doerr,Carola Winzen STACS'12 (29th Symposium on Theoretical Aspects of Computer Science), Feb 2012, Paris, France. pp.441-452 Communication dans un congrès hal-00678182v1

Poster de conférence (4)

Assessing the Generalizability of a Performance Predictive Model Ana Nikolikj,Gjorgjina Cenikj,Gordana Ispirova,Diederick Vermetten,Ryan Dieter Langet al. GECCO '23 Companion: Companion Conference on Genetic and Evolutionary Computation, Jul 2023, Lisbon, Portugal. ACM, GECCO '23 Companion: Proceedings of the Companion Conference on Genetic and Evolutionary Computation, pp.311-314, 2023, ⟨10.1145/3583133.3590617⟩ Poster de conférence hal-04180600v1
Towards Self-Adjusting Weighted Expected Improvement for Bayesian Optimization Carolin Benjamins,Elena Raponi,Anja Jankovic,Carola Doerr,Marius Lindauer GECCO '23 Companion: Companion Conference on Genetic and Evolutionary Computation, Jul 2023, Lisbon, Portugal. ACM, GECCO '23 Companion: Proceedings of the Companion Conference on Genetic and Evolutionary Computation, pp.483-486, 2023, ⟨10.1145/3583133.3590753⟩ Poster de conférence hal-04180598v1
Comparing Algorithm Selection Approaches on Black-Box Optimization Problems Ana Kostovska,Anja Jankovic,Diederick Vermetten,Sašo Džeroski,Tome Eftimovet al. GECCO '23 Companion: Companion Conference on Genetic and Evolutionary Computation, Jul 2023, Lisbon, Portugal. ACM, GECCO '23 Companion: Proceedings of the Companion Conference on Genetic and Evolutionary Computation, pp.495-498, 2023, ⟨10.1145/3583133.3590697⟩ Poster de conférence hal-04180599v1
Using Irace, Paradiseo and IOHprofiler for Large-Scale Algorithm Configuration Johann Dreo,Carola Doerr,Amine Aziz-Alaoui,Alix Zheng 8th COSEAL workshop, Sep 2021, Online, France. 2021 Poster de conférence hal-04110704v1

Pré-publication, Document de travail (1)

Fast Identification of Optimal Monotonic Classifiers Océane Fourquet,Martin Krejca,Carola Doerr,Benno Schwikowski 2023 Pré-publication, Document de travail pasteur-04611370v1

Autre publication scientifique (5)

Benchmarking and analyzing iterative optimization heuristics with IOHprofiler (GECCO'22 tutorial slides) Carola Doerr,Hao Wang,Diederick Vermetten,Thomas Bäck,Jacob de Nobelet al. 2022, ⟨10.1145/3520304.3533665⟩ Autre publication scientifique hal-03718889v1
Women@GECCO 2016 Chairs' Welcome Carola Doerr,Julia Handl,Emma Hart,Gabriela Ochoa,Amarda Shehuet al. 2016, ⟨10.1145/2908961.2931744⟩ Autre publication scientifique hal-01363950v1
Theory for Non-Theoreticians (Tutorial at ACM GECCO 2016) Benjamin Doerr,Carola Doerr 2016, ⟨10.1145/2908961.2926982⟩ Autre publication scientifique hal-01363939v1
Women@GECCO 2014 Una-May O'Reilly,Anna Esparcia-Alcazar,Anne Auger,Carola Doerr,Aniko Ekartet al. 2014, pp.2. ⟨10.1145/2598394.2611386⟩ Autre publication scientifique hal-01086538v1
Black-box complexity: from complexity theory to playing Mastermind Benjamin Doerr,Carola Doerr 2014, pp.617-640. ⟨10.1145/2598394.2605352⟩ Autre publication scientifique hal-01086524v1

Chapitre d'ouvrage (4)

Theory of Parameter Control for Discrete Black-Box Optimization: Provable Performance Gains Through Dynamic Parameter Choices Benjamin Doerr,Carola Doerr Theory of Evolutionary Computation, Springer, pp.271-321, 2020, ⟨10.1007/978-3-030-29414-4_6⟩ Chapitre d'ouvrage hal-02436293v1
Complexity Theory for Discrete Black-Box Optimization Heuristics Carola Doerr Theory of Evolutionary Computation, pp.133-212, 2019, ⟨10.1007/978-3-030-29414-4_3⟩ Chapitre d'ouvrage hal-02436290v1
Probabilistic Lower Discrepancy Bounds for Latin Hypercube Samples Benjamin Doerr,Carola Doerr,Michael Gnewuch Contemporary Computational Mathematics - A Celebration of the 80th Birthday of Ian Sloan, 2018, 978-3-319-72455-3 Chapitre d'ouvrage hal-01668257v1
Calculation of Discrepancy Measures and Applications Carola Doerr,Michael Gnewuch,Magnus Wahlström A Panorama of Discrepancy Theory, Springer, pp.621-678, 2014, 978-3-319-04695-2. ⟨10.1007/978-3-319-04696-9_10⟩ Chapitre d'ouvrage hal-01086555v1

Proceedings/Recueil des communications (2)

Parallel Problem Solving from Nature - PPSN XVI - 16th International Conference, PPSN 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part I Thomas Bäck,Mike Preuss,André Deutz,Hao Wang,Carola Doerret al. PPSN XVI - 16th International Conference on Parallel Problem Solving from Nature, Sep 2020, Leiden, Netherlands. 12269, Springer, 2020, Lecture Notes in Computer Science, ⟨10.1007/978-3-030-58112-1⟩ Proceedings/Recueil des communications hal-02931252v1
Parallel Problem Solving from Nature - PPSN XVI - 16th International Conference, PPSN 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part II Thomas Bäck,Mike Preuss,André Deutz,Hao Wang,Carola Doerret al. PPSN XVI - 16th International Conference on Parallel Problem Solving from Nature, Sep 2020, Leiden, Netherlands. 12270, Springer, 2020, Lecture Notes in Computer Science, ⟨10.1007/978-3-030-58115-2⟩ Proceedings/Recueil des communications hal-02931251v1

HDR (1)

Theory of Iterative Optimization Heuristics: From Black-Box Complexity over Algorithm Design to Parameter Control Carola Doerr Neural and Evolutionary Computing [cs.NE]. Sorbonne Université, 2020 HDR tel-03168778v1

Ouvrages (1)

Proceedings of the 15th ACM/SIGEVO Conference on Foundations of Genetic Algorithms Tobias Friedrich,Carola Doerr,Dirk V. Arnold ACM Press, 2019, ⟨10.1145/3299904⟩ Ouvrages hal-02298571v1