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Jakob Bossek

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

44

Venues

6

Active years

2015–2026

Best venue rank

A*

Where they publish

Papers

44 indexed papers, newest first.

YearVenueTitleAuthors
2026GECCOInexact Sorting in the USGS Operator for the Bi-Objective Minimum Spanning Tree Problem.Fabian Fudali, Urban Skvorc, Christian Grimme, Jakob Bossek
2025AAAIKernelMatmul: Scaling Gaussian Processes to Large Time Series.Tilman Hoffbauer, Holger H. Hoos, Jakob Bossek
2025GECCOAutomated Algorithm Configuration and Systematic Benchmarking for Heterogeneous MNK-Landscapes.Oliver Ludger Preu, Carolin Mensendiek, Jeroen Rook, Jakob Bossek, Heike Trautmann
2025GECCOCluster Prevention in Evolutionary Diversity Optimization for Parallel Machine Scheduling.Dominic Wittner, Jakob Bossek
2024GECCOGeneralised Kruskal Mutation for the Multi-Objective Minimum Spanning Tree Problem.Jakob Bossek, Christian Grimme
2024GECCOGuiding Quality Diversity on Monotone Submodular Functions: Customising the Feature Space by Adding Boolean Conjunctions.Marcus Schmidbauer, Andre Opris, Jakob Bossek, Frank Neumann, Dirk Sudholt
2023GECCOOn the Impact of Basic Mutation Operators and Populations within Evolutionary Algorithms for the Dynamic Weighted Traveling Salesperson Problem.Jakob Bossek, Aneta Neumann, Frank Neumann
2023GECCORuntime Analysis of Quality Diversity Algorithms.Jakob Bossek, Dirk Sudholt
2023GECCOGenerating diverse and discriminatory knapsack instances by searching for novelty in variable dimensions of feature-space.Alejandro Marrero, Eduardo Segredo, Emma Hart, Jakob Bossek, Aneta Neumann
2022GECCOExploring the feature space of TSP instances using quality diversity.Jakob Bossek, Frank Neumann
2022GECCOEvolutionary diversity optimization for combinatorial optimization: tutorial at GECCO'22, Boston, USA.Jakob Bossek, Aneta Neumann, Frank Neumann
2022GECCOOn the potential of automated algorithm configuration on multi-modal multi-objective optimization problems.Jeroen Rook, Heike Trautmann, Jakob Bossek, Christian Grimme
2022PPSNBBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems.Jonathan Heins, Jeroen Rook, Lennart Schpermeier, Pascal Kerschke, Jakob Bossek, Heike Trautmann
2022PPSNCo-evolutionary Diversity Optimisation for the Traveling Thief Problem.Adel Nikfarjam, Aneta Neumann, Jakob Bossek, Frank Neumann
2021FOGADo additional optima speed up evolutionary algorithms?Jakob Bossek, Dirk Sudholt
2021FOGAOn the potential of normalized TSP features for automated algorithm selection.Jonathan Heins, Jakob Bossek, Janina Pohl, Moritz Seiler, Heike Trautmann, Pascal Kerschke
2021FOGAComputing diverse sets of high quality TSP tours by EAX-based evolutionary diversity optimisation.Adel Nikfarjam, Jakob Bossek, Aneta Neumann, Frank Neumann
2021GECCOEvolutionary diversity optimization and the minimum spanning tree problem.Jakob Bossek, Frank Neumann
2021GECCOGenerating instances with performance differences for more than just two algorithms.Jakob Bossek, Markus Wagner
2021GECCOBreeding diverse packings for the knapsack problem by means of diversity-tailored evolutionary algorithms.Jakob Bossek, Aneta Neumann, Frank Neumann
2021GECCODiversifying greedy sampling and evolutionary diversity optimisation for constrained monotone submodular functions.Aneta Neumann, Jakob Bossek, Frank Neumann
2021GECCOEntropy-based evolutionary diversity optimisation for the traveling salesperson problem.Adel Nikfarjam, Jakob Bossek, Aneta Neumann, Frank Neumann
2020CECTowards Decision Support in Dynamic Bi-Objective Vehicle Routing.Jakob Bossek, Christian Grimme, Gnter Rudolph, Heike Trautmann
2020CECAnytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm Selection.Jakob Bossek, Pascal Kerschke, Heike Trautmann
2020GECCOMore effective randomized search heuristics for graph coloring through dynamic optimization.Jakob Bossek, Frank Neumann, Pan Peng, Dirk Sudholt
2020GECCOThe node weight dependent traveling salesperson problem: approximation algorithms and randomized search heuristics.Jakob Bossek, Katrin Casel, Pascal Kerschke, Frank Neumann
2020GECCOInitial design strategies and their effects on sequential model-based optimization: an exploratory case study based on BBOB.Jakob Bossek, Carola Doerr, Pascal Kerschke
2020GECCODynamic bi-objective routing of multiple vehicles.Jakob Bossek, Christian Grimme, Heike Trautmann
2020GECCOEvolving diverse sets of tours for the travelling salesperson problem.Anh Viet Do, Jakob Bossek, Aneta Neumann, Frank Neumann
2020GECCORuntime analysis of evolutionary algorithms with biased mutation for the multi-objective minimum spanning tree problem.Vahid Roostapour, Jakob Bossek, Frank Neumann
2020PPSNEvolving Sampling Strategies for One-Shot Optimization Tasks.Jakob Bossek, Carola Doerr, Pascal Kerschke, Aneta Neumann, Frank Neumann
2020PPSNOptimising Tours for the Weighted Traveling Salesperson Problem and the Traveling Thief Problem: A Structural Comparison of Solutions.Jakob Bossek, Aneta Neumann, Frank Neumann
2020PPSNDeep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem.Moritz Seiler, Janina Pohl, Jakob Bossek, Pascal Kerschke, Heike Trautmann
2019EMOBi-objective Orienteering: Towards a Dynamic Multi-objective Evolutionary Algorithm.Jakob Bossek, Christian Grimme, Stephan Meisel, Gnter Rudolph, Heike Trautmann
2019FOGAEvolving diverse TSP instances by means of novel and creative mutation operators.Jakob Bossek, Pascal Kerschke, Aneta Neumann, Markus Wagner, Frank Neumann, Heike Trautmann
2019FOGATime complexity analysis of RLS and (1 + 1) EA for the edge coloring problem.Jakob Bossek, Dirk Sudholt
2019GECCORuntime analysis of randomized search heuristics for dynamic graph coloring.Jakob Bossek, Frank Neumann, Pan Peng, Dirk Sudholt
2019GECCOOn the benefits of biased edge-exchange mutation for the multi-criteria spanning tree problem.Jakob Bossek, Christian Grimme, Frank Neumann
2018GECCOPerformance assessment of multi-objective evolutionary algorithms with the R package ecr.Jakob Bossek
2018GECCOLocal search effects in bi-objective orienteering.Jakob Bossek, Christian Grimme, Stephan Meisel, Gnter Rudolph, Heike Trautmann
2018GECCOParameterization of state-of-the-art performance indicators: a robustness study based on inexact TSP solvers.Pascal Kerschke, Jakob Bossek, Heike Trautmann
2017GECCOecr 2.0: a modular framework for evolutionary computation in R.Jakob Bossek
2015GECCOLearning Feature-Parameter Mappings for Parameter Tuning via the Profile Expected Improvement.Jakob Bossek, Bernd Bischl, Tobias Wagner, Gnter Rudolph
2015GECCOEvaluation of a Multi-Objective EA on Benchmark Instances for Dynamic Routing of a Vehicle.Stephan Meisel, Christian Grimme, Jakob Bossek, Martin Wlck, Gnter Rudolph, Heike Trautmann