Dirk Sudholt
Orcid: 0000-0001-6020-1646Affiliations:
- University of Passau, Germany
According to our database1,
Dirk Sudholt
authored at least 153 papers
between 2004 and 2024.
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Bibliography
2024
Self-adjusting offspring population sizes outperform fixed parameters on the cliff function.
Artif. Intell., March, 2024
Self-adjusting Population Sizes for Non-elitist Evolutionary Algorithms: Why Success Rates Matter.
Algorithmica, February, 2024
A Tight O(4<sup>k</sup>/p<sub>c</sub>) Runtime Bound for a (μ+1) GA on Jump<sub>k</sub> for Realistic Crossover Probabilities.
CoRR, 2024
Crossover can guarantee exponential speed-ups in evolutionary multi-objective optimisation.
Artif. Intell., 2024
Level-Based Theorems for Runtime Analysis of Multi-objective Evolutionary Algorithms.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVIII, 2024
On the Equivalence Between Stochastic Tournament and Power-Law Ranking Selection and How to Implement Them Efficiently.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVIII, 2024
Guiding Quality Diversity on Monotone Submodular Functions: Customising the Feature Space by Adding Boolean Conjunctions.
Proceedings of the Genetic and Evolutionary Computation Conference, 2024
A Tight <i>O</i>(4<i><sup>k</sup>/p<sub>c</sub></i>) Runtime Bound for a (μ+1)GA on Jump<i><sub>k</sub></i> for Realistic Crossover Probabilities.
Proceedings of the Genetic and Evolutionary Computation Conference, 2024
Hot of the Press: Crossover Can Guarantee Exponential Speed-Ups in Evolutionary Multi-Objective Optimisation.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
Proceedings of the Genetic and Evolutionary Computation Conference, 2024
Illustrating the Efficiency of Popular Evolutionary Multi-Objective Algorithms Using Runtime Analysis.
Proceedings of the Genetic and Evolutionary Computation Conference, 2024
Evolutionary Computation Meets Graph Drawing: Runtime Analysis for Crossing Minimisation on Layered Graph Drawings.
Proceedings of the Genetic and Evolutionary Computation Conference, 2024
Evolutionary Algorithms for One-Sided Bipartite Crossing Minimisation (Poster Abstract).
Proceedings of the 32nd International Symposium on Graph Drawing and Network Visualization, 2024
2023
Theor. Comput. Sci., March, 2023
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2023
A Proof That Using Crossover Can Guarantee Exponential Speed-Ups in Evolutionary Multi-Objective Optimisation.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Theoretical and Empirical Analysis of Parameter Control Mechanisms in the (1 + (λ, λ)) Genetic Algorithm.
ACM Trans. Evol. Learn. Optim., 2022
Evol. Comput., 2022
Algorithmica, 2022
Artif. Intell., 2022
Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 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
2021
Analysing the Robustness of Evolutionary Algorithms to Noise: Refined Runtime Bounds and an Example Where Noise is Beneficial.
Algorithmica, 2021
Time Complexity Analysis of Randomized Search Heuristics for the Dynamic Graph Coloring Problem.
Algorithmica, 2021
Proceedings of the FOGA '21: Foundations of Genetic Algorithms XVI, 2021
2020
The Benefits of Population Diversity in Evolutionary Algorithms: A Survey of Rigorous Runtime Analyses.
Proceedings of the Theory of Evolutionary Computation, 2020
IEEE Trans. Evol. Comput., 2020
Design and analysis of diversity-based parent selection schemes for speeding up evolutionary multi-objective optimisation.
Theor. Comput. Sci., 2020
Artif. Intell., 2020
Proceedings of the Search-Based Software Engineering - 12th International Symposium, 2020
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020
A tight lower bound on the expected runtime of standard steady state genetic algorithms.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Analysis of the performance of algorithm configurators for search heuristics with global mutation operators.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
On the choice of the parameter control mechanism in the (1+(<i>λ, λ</i>)) genetic algorithm.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
More effective randomized search heuristics for graph coloring through dynamic optimization.
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 GECCO '20: Genetic and Evolutionary Computation Conference, 2020
2019
Theor. Comput. Sci., 2019
Evol. Comput., 2019
On the Choice of the Update Strength in Estimation-of-Distribution Algorithms and Ant Colony Optimization.
Algorithmica, 2019
On the Analysis of Trajectory-Based Search Algorithms: When is it Beneficial to Reject Improvements?
Algorithmica, 2019
Algorithmica, 2019
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Proceedings of the 15th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, 2019
2018
IEEE Trans. Evol. Comput., 2018
The Benefits of Population Diversity in Evolutionary Algorithms: A Survey of Rigorous Runtime Analyses.
CoRR, 2018
How to Escape Local Optima in Black Box Optimisation: When Non-elitism Outperforms Elitism.
Algorithmica, 2018
Algorithmica, 2018
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018
Empirical Analysis of Diversity-Preserving Mechanisms on Example Landscapes for Multimodal Optimisation.
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018
On the robustness of evolutionary algorithms to noise: refined results and an example where noise helps.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Runtime analysis of probabilistic crowding and restricted tournament selection for bimodal optimisation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
2017
Evol. Comput., 2017
Expected Fitness Gains of Randomized Search Heuristics for the Traveling Salesperson Problem.
Evol. Comput., 2017
Evol. Comput., 2017
Algorithmica, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Speeding up evolutionary multi-objective optimisation through diversity-based parent selection.
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 14th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, 2017
2016
CoRR, 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 Genetic and Evolutionary Computation Conference, 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 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
2015
Proceedings of the Springer Handbook of Computational Intelligence, 2015
Design and analysis of different alternating variable searches for search-based software testing.
Theor. Comput. Sci., 2015
Design and Analysis of Schemes for Adapting Migration Intervals in Parallel Evolutionary Algorithms.
Evol. Comput., 2015
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
On Easiest Functions for Somatic Contiguous Hypermutations And Standard Bit Mutations.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Proceedings of the 2015 ACM Conference on Foundations of Genetic Algorithms XIII, Aberystwyth, United Kingdom, January 17, 2015
2014
Improved Evolutionary Algorithm Design for the Project Scheduling Problem Based on Runtime Analysis.
IEEE Trans. Software Eng., 2014
Theor. Comput. Sci., 2014
Analysis of speedups in parallel evolutionary algorithms and (1+λ) EAs for combinatorial optimization.
Theor. Comput. Sci., 2014
Evol. Comput., 2014
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
A fixed budget analysis of randomized search heuristics for the traveling salesperson problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Design and analysis of adaptive migration intervals in parallel evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
2013
IEEE Trans. Evol. Comput., 2013
Soft Comput., 2013
A theoretical runtime and empirical analysis of different alternating variable searches for search-based testing.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the Foundations of Genetic Algorithms XII, 2013
2012
Proceedings of the Handbook of Memetic Algorithms, 2012
J. Discrete Algorithms, 2012
CoRR, 2012
Algorithmica, 2012
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012
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
Evolutionary algorithms for the project scheduling problem: runtime analysis and improved design.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
2011
Analysis of Speedups in Parallel Evolutionary Algorithms for Combinatorial Optimization
CoRR, 2011
Hybridizing Evolutionary Algorithms with Variable-Depth Search to Overcome Local Optima.
Algorithmica, 2011
Analysis of Speedups in Parallel Evolutionary Algorithms for Combinatorial Optimization - (Extended Abstract).
Proceedings of the Algorithms and Computation - 22nd International Symposium, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Using markov-chain mixing time estimates for the analysis of ant colony optimization.
Proceedings of the Foundations of Genetic Algorithms, 11th International Workshop, 2011
Adaptive population models for offspring populations and parallel evolutionary algorithms.
Proceedings of the Foundations of Genetic Algorithms, 11th International Workshop, 2011
Proceedings of the Foundations of Genetic Algorithms, 11th International Workshop, 2011
Proceedings of the Theory of Randomized Search Heuristics: Foundations and Recent Developments., 2011
2010
Theor. Comput. Sci., 2010
Proceedings of the Parallel Problem Solving from Nature, 2010
Proceedings of the Parallel Problem Solving from Nature, 2010
Experimental Supplements to the Theoretical Analysis of Migration in the Island Model.
Proceedings of the Parallel Problem Solving from Nature, 2010
Proceedings of the Parallel Problem Solving from Nature, 2010
Proceedings of the Algorithms and Computation - 21st International Symposium, 2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
2009
Computational Complexity of Ant Colony Optimization and Its Hybridization with Local Search.
Proceedings of the Innovations in Swarm Intelligence, 2009
Theor. Comput. Sci., 2009
Swarm Intell., 2009
Evol. Comput., 2009
Proceedings of the Engineering Stochastic Local Search Algorithms. Designing, 2009
2008
Computational complexity of evolutionary algorithms, hybridizations, and swarm intelligence.
PhD thesis, 2008
Proceedings of the Structural Information and Communication Complexity, 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2008
2007
Proceedings of the Engineering Stochastic Local Search Algorithms. Designing, 2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
2006
Proceedings of the Algorithms and Computation, 17th International Symposium, 2006
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
2005
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
2004
Proceedings of the Parallel Problem Solving from Nature, 2004
Experimental Supplements to the Theoretical Analysis of EAs on Problems from Combinatorial Optimization.
Proceedings of the Parallel Problem Solving from Nature, 2004