PPaperPicks

Frank Neumann

University of Adelaide, Australia

27 papers at tracked venues · 1 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. A Generic Framework for Optimisation under Uncertainty with Recourse: Theory and Examples
  2. Block-Bench: A Framework for Controllable and Transparent Discrete Optimization Benchmarking
  3. Effective Traveling for Metric Instances of the Traveling Thief Problem
  4. Evolutionary Algorithms and Multi-objective Minimum Spanning Trees with Limited Distinct Weight Values
  5. Evolutionary Algorithms for Generating Graphs Matching Desired Laplacian Spectra
  6. Hot of the Press: Theoretical Analysis of Evolutionary Algorithms with Quality Diversity for a Classical Path Planning Problem
  7. Hot off the Press: Runtime Analysis of Evolutionary Diversity Optimization on the Multi-objective (LeadingOnes, TrailingZeros) Problem
  8. Insights from Multi-tasking the EAX Algorithm for the Travelling Salesperson Problem
  9. Multitask Pareto Optimization for Monotone Submodular Problems with Dynamic Constraints
  10. The Traveling Thief Problem with Time Windows: Benchmarks and Heuristics
    PPSN 2026 ·
    Helen Yuliana Angmalisang
  11. Evolutionary Multitasking for the Scenario-based Travelling Thief Problem
  12. Evolutionary computation for stochastic problems
    GECCO 2025 · Frank Neumann
  13. Evolving Diverse Differentiating Stochastic Constraints Using Multi-objective Indicators
  14. Evolving Hard Maximum Cut Instances for Quantum Approximate Optimization Algorithms
  15. On the Use of Matching Algorithms to Transfer Solutions for the Travelling Salesperson Problem
  16. Quality Diversity Genetic Programming for Learning Scheduling Heuristics
  17. Runtime Analysis of Evolutionary Multitasking for Classical Benchmark Problems
  18. Theoretical Analysis of Evolutionary Algorithms with Quality Diversity for a Classical Path Planning Problem
  19. Analysis of Evolutionary Diversity Optimisation for the Maximum Matching Problem
  20. Archive-Based Single-Objective Evolutionary Algorithms for Submodular Optimization
    PPSN 2024 · Frank Neumann
  21. Evolutionary Multi-objective Diversity Optimization
  22. Limited Query Graph Connectivity Test
  23. Local Optima in Diversity Optimization: Non-trivial Offspring Population is Essential
  24. Multi-objective Evolutionary Approaches for the Knapsack Problem with Stochastic Profits
  25. Runtime Analysis of Evolutionary Diversity Optimization on a Tri-Objective Version of the (LeadingOnes, TrailingZeros) Problem
  26. Sliding Window 3-Objective Pareto Optimization for Problems with Chance Constraints
    PPSN 2024 · Frank Neumann
  27. Sliding Window Bi-objective Evolutionary Algorithms for Optimizing Chance-Constrained Monotone Submodular Functions