Benjamin Doerr
Orcid: 0000-0002-9786-220XAffiliations:
- École Polytechnique de Paris, Computer Science Laboratory (LIX), France
- Saarland University, Department of Computer Science, Saarbrücken, Germany
- Max Planck Institute for Informatics, Saarbrücken, Germany
- University of Kiel, Germany (PhD 2000)
According to our database1,
Benjamin Doerr
authored at least 318 papers
between 1999 and 2024.
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Collaborative distances:
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Bibliography
2024
Runtime Analysis for the NSGA-II: Proving, Quantifying, and Explaining the Inefficiency for Many Objectives.
IEEE Trans. Evol. Comput., October, 2024
Algorithmica, August, 2024
Lazy Parameter Tuning and Control: Choosing All Parameters Randomly from a Power-Law Distribution.
Algorithmica, February, 2024
Inf. Comput., January, 2024
Simulated Annealing is a Polynomial-Time Approximation Scheme for the Minimum Spanning Tree Problem.
Algorithmica, January, 2024
Algorithmica, January, 2024
An Extended Jump Functions Benchmark for the Analysis of Randomized Search Heuristics.
Algorithmica, January, 2024
Theor. Comput. Sci., 2024
CoRR, 2024
Overcome the Difficulties of NSGA-II via Truthful Crowding Distance with Theoretical Guarantees.
CoRR, 2024
Proceedings of the Parallel Problem Solving from Nature - PPSN XVIII, 2024
Proven Runtime Guarantees for How the MOEA/D: Computes the Pareto Front from the Subproblem Solutions.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVIII, 2024
Runtime Analysis for State-of-the-Art Multi-objective Evolutionary Algorithms on the Subset Selection Problem.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVIII, 2024
Superior Genetic Algorithms for the Target Set Selection Problem Based on Power-Law Parameter Choices and Simple Greedy Heuristics.
Proceedings of the Genetic and Evolutionary Computation Conference, 2024
Proceedings of the Genetic and Evolutionary Computation Conference, 2024
Hot off the Press: Runtime Analyses of Multi-Objective Evolutionary Algorithms in the Presence of Noise.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
Hot off the Press: The First Proven Performance Guarantees for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) on a Combinatorial Optimization Problem.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
Proceedings of the Genetic and Evolutionary Computation Conference, 2024
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
Hot off the Press: Runtime Analysis for the NSGA-II: Proving, Quantifying, and Explaining the Inefficiency For Many Objectives.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
Runtime Analysis of the (μ + 1) GA: Provable Speed-Ups from Strong Drift towards Diverse Populations.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Mathematical runtime analysis for the non-dominated sorting genetic algorithm II (NSGA-II).
Artif. Intell., December, 2023
IEEE Trans. Evol. Comput., October, 2023
Bivariate estimation-of-distribution algorithms can find an exponential number of optima.
Theor. Comput. Sci., September, 2023
(1+1) genetic programming with functionally complete instruction sets can evolve Boolean conjunctions and disjunctions with arbitrarily small error.
Artif. Intell., June, 2023
From Understanding Genetic Drift to a Smart-Restart Mechanism for Estimation-of-Distribution Algorithms.
J. Mach. Learn. Res., 2023
Theoretical Analyses of Multiobjective Evolutionary Algorithms on Multimodal Objectives.
Evol. Comput., 2023
Larger Offspring Populations Help the (1 + (λ, λ)) Genetic Algorithm to Overcome the Noise.
CoRR, 2023
CoRR, 2023
A Mathematical Runtime Analysis of the Non-dominated Sorting Genetic Algorithm III (NSGA-III).
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Runtime Analyses of Multi-Objective Evolutionary Algorithms in the Presence of Noise.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
The First Proven Performance Guarantees for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) on a Combinatorial Optimization Problem.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Larger Offspring Populations Help the (1 + (λ, λlambda)) Genetic Algorithm to Overcome the Noise.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
Hot off the Press: Runtime Analysis for the NSGA-II - Provable Speed-Ups From Crossover.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Hot off the Press: From Understanding the Population Dynamics of the NSGA-II to the First Proven Lower Bounds.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
How the Move Acceptance Hyper-Heuristic Copes With Local Optima: Drastic Differences Between Jumps and Cliffs.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
From Understanding the Population Dynamics of the NSGA-II to the First Proven Lower Bounds.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Estimation-of-Distribution Algorithms: Theory and Applications (Dagstuhl Seminar 22182).
Dagstuhl Reports, 2022
Runtime Analysis for the NSGA-II: Proving, Quantifying, and Explaining the Inefficiency For Three or More Objectives.
CoRR, 2022
The First Mathematical Proof That Crossover Gives Super-Constant Performance Gains For the NSGA-II.
CoRR, 2022
Algorithmica, 2022
Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022
Choosing the right algorithm with hints from complexity theory: (hot-off-the-press track at GECCO 2022).
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022
Precise runtime analysis for plateau functions: (hot-off-the-press track at GECCO 2022).
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
A first mathematical runtime analysis of the non-dominated sorting genetic algorithm II (NSGA-II): (hot-off-the-press track at GECCO 2022).
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Better approximation guarantees for the NSGA-II by using the current crowding distance.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022
A First Mathematical Runtime Analysis of the Non-dominated Sorting Genetic Algorithm II (NSGA-II).
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Dataset, January, 2021
A Survey on Recent Progress in the Theory of Evolutionary Algorithms for Discrete Optimization.
ACM Trans. Evol. Learn. Optim., 2021
A simplified run time analysis of the univariate marginal distribution algorithm on LeadingOnes.
Theor. Comput. Sci., 2021
Theor. Comput. Sci., 2021
The recovery of ridge functions on the hypercube suffers from the curse of dimensionality.
J. Complex., 2021
J. Complex., 2021
Inf. Process. Lett., 2021
The Univariate Marginal Distribution Algorithm Copes Well with Deception and Epistasis.
Evol. Comput., 2021
Lower Bounds for Non-Elitist Evolutionary Algorithms via Negative Multiplicative Drift.
Evol. Comput., 2021
An Extended Jump Function Benchmark for the Analysis of Randomized Search Heuristics.
CoRR, 2021
Algorithmica, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Theoretical analyses of multi-objective evolutionary algorithms on multi-modal objectives: (hot-off-the-press track at GECCO 2021).
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
A rigorous runtime analysis of the 2-MMAS<sub>ib</sub> on jump functions: ant colony optimizers can cope well with local optima.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Towards Explainable Exploratory Landscape Analysis: Extreme Feature Selection for Classifying BBOB Functions.
Proceedings of the Applications of Evolutionary Computation, 2021
Theoretical Analyses of Multi-Objective Evolutionary Algorithms on Multi-Modal Objectives.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Experimental Data Set for the study "Exploratory Landscape Analysis is Strongly Sensitive to the Sampling Strategy".
Dataset, June, 2020
Theory of Parameter Control for Discrete Black-Box Optimization: Provable Performance Gains Through Dynamic Parameter Choices.
Proceedings of the Theory of Evolutionary Computation, 2020
Proceedings of the Theory of Evolutionary Computation, 2020
IEEE Trans. Inf. Theory, 2020
IEEE Trans. Evol. Comput., 2020
IEEE Trans. Evol. Comput., 2020
Theor. Comput. Sci., 2020
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020
From understanding genetic drift to a smart-restart parameter-less compact genetic algorithm.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Sharp bounds for genetic drift in estimation of distribution algorithms (Hot-off-the-press track at GECCO 2020).
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Theor. Comput. Sci., 2019
Discret. Appl. Math., 2019
CoRR, 2019
Algorithmica, 2019
Algorithmica, 2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Evolving boolean functions with conjunctions and disjunctions via genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
A tight runtime analysis for the cGA on jump functions: EDAs can cross fitness valleys at no extra cost.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
An exponential lower bound for the runtime of the compact genetic algorithm on jump functions.
Proceedings of the 15th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, 2019
Proceedings of the 15th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, 2019
2018
Theory of Parameter Control for Discrete Black-Box Optimization: Provable Performance Gains Through Dynamic Parameter Choices.
CoRR, 2018
CoRR, 2018
Algorithmica, 2018
Optimal Static and Self-Adjusting Parameter Choices for the (1+(λ, λ)) Genetic Algorithm.
Algorithmica, 2018
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
On the runtime analysis of selection hyper-heuristics with adaptive learning periods.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Better runtime guarantees via stochastic domination (hot-off-the-press track at GECCO 2018).
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
A new analysis method for evolutionary optimization of dynamic and noisy objective functions.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2018
2017
Soft Comput., 2017
An Elementary Analysis of the Probability That a Binomial Random Variable Exceeds Its Expectation.
CoRR, 2017
Runtime Analysis of the (1+(λ, λ)) Genetic Algorithm on Random Satisfiable 3-CNF Formulas.
CoRR, 2017
Time Complexity Analysis of Evolutionary Algorithms on Random Satisfiable k-CNF Formulas.
Algorithmica, 2017
Proceedings of the 44th International Colloquium on Automata, Languages, and Programming, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Runtime analysis of the (1 + (<i>λ, λ</i>)) genetic algorithm on random satisfiable 3-CNF formulas.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
2016
Proceedings of the Algorithm Engineering - Selected Results and Surveys, 2016
Distributed Comput., 2016
Algorithmica, 2016
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
2015
Optimizing linear functions with the (1+λ) evolutionary algorithm - Different asymptotic runtimes for different instances.
Theor. Comput. Sci., 2015
Theor. Comput. Sci., 2015
Money for Nothing: Speeding Up Evolutionary Algorithms Through Better Initialization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Improved Runtime Bounds for the (1+1) EA on Random 3-CNF Formulas Based on Fitness-Distance Correlation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Optimal Parameter Choices Through Self-Adjustment: Applying the 1/5-th Rule in Discrete Settings.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2015
Runtime Analysis of (1+1) Evolutionary Algorithm Controlled with Q-learning Using Greedy Exploration Strategy on OneMax+ZeroMax Problem.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2015
2014
ACM Trans. Economics and Comput., 2014
Editorial for the Special Issue on Theoretical Foundations of Evolutionary Computation.
IEEE Trans. Evol. Comput., 2014
ACM J. Exp. Algorithmics, 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Proceedings of the 2014 Proceedings of the Eleventh Workshop on Analytic Algorithmics and Combinatorics, 2014
2013
Theor. Comput. Sci., 2013
Inf. Process. Lett., 2013
Discret. Appl. Math., 2013
Epidemic Algorithms and Processes: From Theory to Applications (Dagstuhl Seminar 13042).
Dagstuhl Reports, 2013
CoRR, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Evolutionary algorithms for the detection of structural breaks in time series: extended abstract.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the Foundations of Genetic Algorithms XII, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Royal road functions and the (1 + λ) evolutionary algorithm: Almost no speed-up from larger offspring populations.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Proceedings of the Space-Efficient Data Structures, 2013
2012
Theor. Comput. Sci., 2012
Electron. Colloquium Comput. Complex., 2012
Proceedings of the Algorithm Theory - SWAT 2012, 2012
Proceedings of the Design and Analysis of Algorithms, 2012
Run-time analysis of the (1+1) evolutionary algorithm optimizing linear functions over a finite alphabet.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
2011
ACM J. Exp. Algorithmics, 2011
Inf. Process. Lett., 2011
Electron. Notes Discret. Math., 2011
Electron. Notes Discret. Math., 2011
Evol. Comput., 2011
Proceedings of the SPAA 2011: Proceedings of the 23rd Annual ACM Symposium on Parallelism in Algorithms and Architectures, 2011
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Runtime analysis of the (1+1) evolutionary algorithm on strings over finite alphabets.
Proceedings of the Foundations of Genetic Algorithms, 11th International Workshop, 2011
Proceedings of the Foundations of Genetic Algorithms, 11th International Workshop, 2011
Towards a Complexity Theory of Randomized Search Heuristics: Ranking-Based Black-Box Complexity.
Proceedings of the Computer Science - Theory and Applications, 2011
Proceedings of the 23rd Annual Canadian Conference on Computational Geometry, 2011
Proceedings of the Thirteenth Workshop on Algorithm Engineering and Experiments, 2011
Proceedings of the Artificial Evolution, 2011
Proceedings of the Theory of Randomized Search Heuristics: Foundations and Recent Developments., 2011
2010
SIAM J. Discret. Math., 2010
Algorithmic construction of low-discrepancy point sets via dependent randomized rounding.
J. Complex., 2010
Proceedings of the Experimental Algorithms, 9th International Symposium, 2010
Proceedings of the Distributed Computing, 24th International Symposium, 2010
Proceedings of the Parallel Problem Solving from Nature, 2010
Proceedings of the Parallel Problem Solving from Nature, 2010
Proceedings of the Parallel Problem Solving from Nature, 2010
Edge-based representation beats vertex-based representation in shortest path problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Electron. Notes Discret. Math., 2009
Proceedings of the Automata, Languages and Programming, 36th International Colloquium, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Proceedings of the Foundations of Genetic Algorithms, 2009
Proceedings of the Efficient Algorithms, 2009
2008
Monte Carlo Methods Appl., 2008
Proceedings of the Parallel Problem Solving from Nature, 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
2007
Evol. Comput., 2007
Proceedings of the STACS 2007, 2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
2006
Electron. Colloquium Comput. Complex., 2006
Proceedings of the STACS 2006, 2006
Proceedings of the Parallel Problem Solving from Nature, 2006
Proceedings of the FSTTCS 2006: Foundations of Software Technology and Theoretical Computer Science, 2006
Proceedings of the Third Workshop on Analytic Algorithmics and Combinatorics, 2006
2005
Proceedings of the Approximation and Online Algorithms, Third International Workshop, 2005
Proceedings of the Sixteenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2005
2004
SIAM J. Comput., 2004
Electron. Notes Discret. Math., 2004
Electron. J. Comb., 2004
Proceedings of the Fifteenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2004
2003
Proceedings of the Fourteenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2003
2002
Proceedings of the STACS 2002, 19th Annual Symposium on Theoretical Aspects of Computer Science, Antibes, 2002
Proceedings of the Automata, Languages and Programming, 29th International Colloquium, 2002
Proceedings of the Algorithms, 2002
2001
Electron. Notes Discret. Math., 2001
Electron. Notes Discret. Math., 2001
Proceedings of the STACS 2001, 2001
Proceedings of the Twelfth Annual Symposium on Discrete Algorithms, 2001
Proceedings of the Fundamentals of Computation Theory, 13th International Symposium, 2001
2000
1999