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Aneta Neumann

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

96

Venues

9

Active years

2016–2026

Best venue rank

A*

Where they publish

Papers

96 indexed papers, newest first.

YearVenueTitleAuthors
2026GECCOHot off the Press: Runtime Analysis of Evolutionary Diversity Optimization on the Multi-objective (LeadingOnes, TrailingZeros) Problem.Denis Antipov, Aneta Neumann, Frank Neumann, Andrew M. Sutton
2026GECCOHot of the Press: Theoretical Analysis of Evolutionary Algorithms with Quality Diversity for a Classical Path Planning Problem.Duc-Cuong Dang, Aneta Neumann, Frank Neumann, Andre Opris, Dirk Sudholt
2026GECCOOn the Use of Bi-Objective Evolutionary Algorithms for the Stochastic Multiple Knapsack Problem under Dynamic Constraints.Ishara Hewa Pathiranage, Aneta Neumann
2026PPSNEffective Traveling for Metric Instances of the Traveling Thief Problem.Jan Eube, Kelin Luo, Aneta Neumann, Frank Neumann, Heiko Rglin
2026PPSNInsights from Multi-tasking the EAX Algorithm for the Travelling Salesperson Problem.Liam Wigney, Aneta Neumann, Yew Soon Ong, Frank Neumann
2025CECWeighted-Scenario Optimisation for the Chance Constrained Travelling Thief Problem.Thilina Pathirage Don, Aneta Neumann, Frank Neumann
2025EvoCOPFeature-Based Evolutionary Diversity Optimization of Discriminating Instances for Chance-Constrained Optimization Problems.Saba Sadeghi Ahouei, Denis Antipov, Aneta Neumann, Frank Neumann
2025FOGATrust Region-Based Bayesian Optimisation to Discover Diverse Solutions.Kokila Kasuni Perera, Frank Neumann, Aneta Neumann
2025GECCOEvolutionary computation for stochastic problems.Frank Neumann, Aneta Neumann, Hemant K. Singh
2025GECCOEvolving Diverse Differentiating Stochastic Constraints Using Multi-objective Indicators.Saba Sadeghi Ahouei, Aneta Neumann, Frank Neumann
2025GECCOEvolutionary Multitasking for the Scenario-based Travelling Thief Problem.Thilina Pathirage Don, Aneta Neumann, Frank Neumann
2025GECCORuntime Analysis of Evolutionary Multitasking for Classical Benchmark Problems.Johannes Lengler, Aneta Neumann, Frank Neumann
2025GECCOEvolving Hard Maximum Cut Instances for Quantum Approximate Optimization Algorithms.Shuaiqun Pan, Yash J. Patel, Aneta Neumann, Frank Neumann, Thomas Bck, Hao Wang
2025GECCOOn the Use of Matching Algorithms to Transfer Solutions for the Travelling Salesperson Problem.Liam Wigney, Aneta Neumann, Yew-Soon Ong, Frank Neumann
2025GECCOQuality Diversity Genetic Programming for Learning Scheduling Heuristics.Meng Xu, Frank Neumann, Aneta Neumann, Yew Soon Ong
2025IJCAITheoretical Analysis of Evolutionary Algorithms with Quality Diversity for a Classical Path Planning Problem.Duc-Cuong Dang, Aneta Neumann, Frank Neumann, Andre Opris, Dirk Sudholt
2024AAAILimited Query Graph Connectivity Test.Mingyu Guo, Jialiang Li, Aneta Neumann, Frank Neumann, Hung X. Nguyen
2024CECMulti-Objective Evolutionary Optimization for Large-Scale Open Pit Mine Scheduling.Ishara Hewa Pathiranage, Aneta Neumann
2024GECCOEvolutionary computation for stochastic problems.Frank Neumann, Aneta Neumann, Hemant Kumar Singh
2024GECCOEvolving Reliable Differentiating Constraints for the Chance-constrained Maximum Coverage Problem.Saba Sadeghi Ahouei, Jacob de Nobel, Aneta Neumann, Thomas Bck, Frank Neumann
2024GECCOA Detailed Experimental Analysis of Evolutionary Diversity Optimization for OneMinMax.Denis Antipov, Aneta Neumann, Frank Neumann
2024GECCOA Block-Coordinate Descent EMO Algorithm: Theoretical and Empirical Analysis.Benjamin Doerr, Joshua D. Knowles, Aneta Neumann, Frank Neumann
2024GECCOThe Chance Constrained Travelling Thief Problem: Problem Formulations and Algorithms.Thilina Pathirage Don, Aneta Neumann, Frank Neumann
2024GECCOEvolutionary Diversity Optimisation for Sparse Directed Communication Networks.Sharlotte Gounder, Frank Neumann, Aneta Neumann
2024GECCOQuality Diversity Approaches for Time-Use Optimisation to Improve Health Outcomes.Adel Nikfarjam, Ty Stanford, Aneta Neumann, Dorothea Dumuid, Frank Neumann
2024GECCOEffective 2- and 3-Objective MOEA/D Approaches for the Chance Constrained Knapsack Problem.Ishara Hewa Pathiranage, Frank Neumann, Denis Antipov, Aneta Neumann
2024GECCOUsing 3-Objective Evolutionary Algorithms for the Dynamic Chance Constrained Knapsack Problem.Ishara Hewa Pathiranage, Frank Neumann, Denis Antipov, Aneta Neumann
2024GECCOMulti-Objective Evolutionary Algorithms with Sliding Window Selection for the Dynamic Chance-Constrained Knapsack Problem.Kokila Kasuni Perera, Aneta Neumann
2024GECCOSampling-based Pareto Optimization for Chance-constrained Monotone Submodular Problems.Xiankun Yan, Aneta Neumann, Frank Neumann
2024GECCOWhat Performance Indicators to Use for Self-Adaptation in Multi-Objective Evolutionary Algorithms.Furong Ye, Frank Neumann, Jacob de Nobel, Aneta Neumann, Thomas Bck
2024PPSNLocal Optima in Diversity Optimization: Non-trivial Offspring Population is Essential.Denis Antipov, Aneta Neumann, Frank Neumann
2024PPSNRuntime Analysis of Evolutionary Diversity Optimization on a Tri-Objective Version of the (LeadingOnes, TrailingZeros) Problem.Denis Antipov, Aneta Neumann, Frank Neumann, Andrew M. Sutton
2024PPSNEvolutionary Multi-objective Diversity Optimization.Anh Viet Do, Mingyu Guo, Aneta Neumann, Frank Neumann
2024PPSNAnalysis of Evolutionary Diversity Optimisation for the Maximum Matching Problem.Jonathan Gadea Harder, Aneta Neumann, Frank Neumann
2024PPSNMulti-objective Evolutionary Approaches for the Knapsack Problem with Stochastic Profits.Kokila Kasuni Perera, Frank Neumann, Aneta Neumann
2024PPSNSliding Window Bi-objective Evolutionary Algorithms for Optimizing Chance-Constrained Monotone Submodular Functions.Xiankun Yan, Aneta Neumann, Frank Neumann
2023AAAIScalable Edge Blocking Algorithms for Defending Active Directory Style Attack Graphs.Mingyu Guo, Max Ward, Aneta Neumann, Frank Neumann, Hung Nguyen
2023CECBenchmarking Algorithms for Submodular Optimization Problems Using IOHProfiler.Frank Neumann, Aneta Neumann, Chao Qian, Anh Viet Do, Jacob de Nobel, Diederick Vermetten, Saba Sadeghi Ahouei, Furong Ye, Hao Wang, Thomas Bck
2023CECImproving Confidence in Evolutionary Mine Scheduling via Uncertainty Discounting.Michael Stimson, William Reid, Aneta Neumann, Simon Ratcliffe, Frank Neumann
2023FOGARigorous Runtime Analysis of Diversity Optimization with GSEMO on OneMinMax.Denis Antipov, Aneta Neumann, Frank Neumann
2023GECCOAnalysis of (1+1) EA on LeadingOnes with Constraints.Tobias Friedrich, Timo Ktzing, Aneta Neumann, Frank Neumann, Aishwarya Radhakrishnan
2023GECCOEvolutionary computation for stochastic problems.Frank Neumann, Aneta Neumann, Hemant K. Singh
2023GECCOFixed Parameter Multi-Objective Evolutionary Algorithms for the W-Separator Problem.Samuel Baguley, Tobias Friedrich, Aneta Neumann, Frank Neumann, Marcus Pappik, Ziena Zeif
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
2023GECCOEvolving Reinforcement Learning Environment to Minimize Learner's Achievable Reward: An Application on Hardening Active Directory Systems.Diksha Goel, Aneta Neumann, Frank Neumann, Hung Nguyen, Mingyu Guo
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
2023GECCODiversity Optimization for the Detection and Concealment of Spatially Defined Communication Networks.Aneta Neumann, Sharlotte Gounder, Xiankun Yan, Gregory Sherman, Benjamin Campbell, Mingyu Guo, Frank Neumann
2023IJCAIDiverse Approximations for Monotone Submodular Maximization Problems with a Matroid Constraint.Anh Viet Do, Mingyu Guo, Aneta Neumann, Frank Neumann
2022AAAIPractical Fixed-Parameter Algorithms for Defending Active Directory Style Attack Graphs.Mingyu Guo, Jialiang Li, Aneta Neumann, Frank Neumann, Hung Nguyen
2022GECCOEvolutionary diversity optimization for combinatorial optimization: tutorial at GECCO'22, Boston, USA.Jakob Bossek, Aneta Neumann, Frank Neumann
2022GECCONiching-based evolutionary diversity optimization for the traveling salesperson problem.Anh Viet Do, Mingyu Guo, Aneta Neumann, Frank Neumann
2022GECCODefending active directory by combining neural network based dynamic program and evolutionary diversity optimisation.Diksha Goel, Max Hector Ward-Graham, Aneta Neumann, Frank Neumann, Hung Nguyen, Mingyu Guo
2022GECCOEvolutionary submodular optimisation: tutorial.Aneta Neumann, Frank Neumann, Chao Qian
2022GECCOCoevolutionary Pareto diversity optimization.Aneta Neumann, Denis Antipov, Frank Neumann
2022GECCOOn the use of quality diversity algorithms for the traveling thief problem.Adel Nikfarjam, Aneta Neumann, Frank Neumann
2022GECCOEvolutionary diversity optimisation for the traveling thief problem.Adel Nikfarjam, Aneta Neumann, Frank Neumann
2022GECCOAn optimization strategy for the complex large-scale stockpile blending problem.Yue Xie, Aneta Neumann, Frank Neumann
2022PPSNEvolutionary Algorithms for Limiting the Effect of Uncertainty for the Knapsack Problem with Stochastic Profits.Aneta Neumann, Yue Xie, Frank Neumann
2022PPSNComputing High-Quality Solutions for the Patient Admission Scheduling Problem Using Evolutionary Diversity Optimisation.Adel Nikfarjam, Amirhossein Moosavi, Aneta Neumann, Frank Neumann
2022PPSNCo-evolutionary Diversity Optimisation for the Traveling Thief Problem.Adel Nikfarjam, Aneta Neumann, Jakob Bossek, Frank Neumann
2022PPSNEvolutionary Time-Use Optimization for Improving Children's Health Outcomes.Yue Xie, Aneta Neumann, Ty Stanford, Charlotte Lund Rasmussen, Dorothea Dumuid, Frank Neumann
2021CECHeuristic Strategies for Solving Complex Interacting Large-Scale Stockpile Blending Problems.Yue Xie, Aneta Neumann, Frank Neumann
2021FOGAComputing diverse sets of high quality TSP tours by EAX-based evolutionary diversity optimisation.Adel Nikfarjam, Jakob Bossek, Aneta Neumann, Frank Neumann
2021GECCOEvolutionary submodular optimisation.Aneta Neumann, Frank Neumann, Chao Qian
2021GECCOBreeding diverse packings for the knapsack problem by means of diversity-tailored evolutionary algorithms.Jakob Bossek, Aneta Neumann, Frank Neumann
2021GECCOAnalysis of evolutionary diversity optimisation for permutation problems.Anh Viet Do, Mingyu Guo, 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
2021GECCOAdvanced mine optimisation under uncertainty using evolution.William Reid, Aneta Neumann, Simon Ratcliffe, Frank Neumann
2021GECCOHeuristic strategies for solving complex interacting stockpile blending problem with chance constraints.Yue Xie, Aneta Neumann, Frank Neumann
2021GECCORuntime analysis of RLS and the (1+1) EA for the chance-constrained knapsack problem with correlated uniform weights.Yue Xie, Aneta Neumann, Frank Neumann, Andrew M. Sutton
2020AAAIOptimization of Chance-Constrained Submodular Functions.Benjamin Doerr, Carola Doerr, Aneta Neumann, Frank Neumann, Andrew M. Sutton
2020ECAIEvolutionary Bi-Objective Optimization for the Dynamic Chance-Constrained Knapsack Problem Based on Tail Bound Objectives.Hirad Assimi, Oscar Harper, Yue Xie, Aneta Neumann, Frank Neumann
2020ECAINon-Monotone Submodular Maximization with Multiple Knapsacks in Static and Dynamic Settings.Vanja Doskoc, Tobias Friedrich, Andreas Gbel, Aneta Neumann, Frank Neumann, Francesco Quinzan
2020GECCOEvolutionary computation for digital art.Aneta Neumann, Frank Neumann
2020GECCOEvolving diverse sets of tours for the travelling salesperson problem.Anh Viet Do, Jakob Bossek, Aneta Neumann, Frank Neumann
2020GECCOSpecific single- and multi-objective evolutionary algorithms for the chance-constrained knapsack problem.Yue Xie, Aneta Neumann, 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
2020PPSNOptimising Monotone Chance-Constrained Submodular Functions Using Evolutionary Multi-objective Algorithms.Aneta Neumann, Frank Neumann
2019AAAIPareto Optimization for Subset Selection with Dynamic Cost Constraints.Vahid Roostapour, Aneta Neumann, Frank Neumann, Tobias Friedrich
2019FOGAEvolving diverse TSP instances by means of novel and creative mutation operators.Jakob Bossek, Pascal Kerschke, Aneta Neumann, Markus Wagner, Frank Neumann, Heike Trautmann
2019GECCOEvolutionary computation for digital art.Aneta Neumann, Frank Neumann
2019GECCOEvolutionary diversity optimization using multi-objective indicators.Aneta Neumann, Wanru Gao, Markus Wagner, Frank Neumann
2019GECCOEvolutionary algorithms for the chance-constrained knapsack problem.Yue Xie, Oscar Harper, Hirad Assimi, Aneta Neumann, Frank Neumann
2019ICONIPEvolving Pictures in Image Transition Space.Bradley Alexander, David Hin, Aneta Neumann, Safwan Ull-Karim
2018CECOn the Use of Colour-Based Segmentation in Evolutionary Image Composition.Aneta Neumann, Frank Neumann
2018GECCODiscrepancy-based evolutionary diversity optimization.Aneta Neumann, Wanru Gao, Carola Doerr, Frank Neumann, Markus Wagner
2018GECCOEvolutionary computation for digital art.Aneta Neumann, Frank Neumann
2018ICONIPEvolution of Images with Diversity and Constraints Using a Generative Adversarial Network.Aneta Neumann, Christo Pyromallis, Bradley Alexander
2018PPSNOn the Performance of Baseline Evolutionary Algorithms on the Dynamic Knapsack Problem.Vahid Roostapour, Aneta Neumann, Frank Neumann
2017CECA modified indicator-based evolutionary algorithm (mIBEA).Wenwen Li, Ender zcan, Robert I. John, John H. Drake, Aneta Neumann, Markus Wagner
2017GECCOEvolution of artistic image variants through feature based diversity optimisation.Bradley Alexander, James Kortman, Aneta Neumann
2017GECCOEvolutionary image composition using feature covariance matrices.Aneta Neumann, Zygmunt L. Szpak, Wojciech Chojnacki, Frank Neumann
2017GECCOMulti-objectiveness in the single-objective traveling thief problem.Mohamed El Yafrani, Shelvin Chand, Aneta Neumann, Belad Ahiod, Markus Wagner
2016ICONIPThe Evolutionary Process of Image Transition in Conjunction with Box and Strip Mutation.Aneta Neumann, Bradley Alexander, Frank Neumann