Frank Neumann

Full Professor, University of Adelaide

Joined

July 2019

Names

Frank Neumann

Emails

****@adelaide.edu.au (Confirmed)

Personal Links

DBLP

Career & Education History

Full Professor

University of Adelaide (adelaide.edu.au)

2016 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

evolutionary computation

2002 – Present

combinatorial optimization

2002 – Present

Publications

Rigorous Runtime Analysis of MOEA/D for Solving Multi-Objective Minimum Weight Base Problems
Anh Viet Do, Aneta Neumann, Frank Neumann, Andrew M. Sutton
- NeurIPS 2023 poster
- Readers: Everyone
Benchmarking 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 Bäck
- 2023 (modified: 16 Apr 2023)
- CoRR 2023
- Readers: Everyone
Limited Query Graph Connectivity Test
Mingyu Guo, Jialiang Li, Aneta Neumann, Frank Neumann, Hung Nguyen
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
Evolving 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
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
Evolutionary Multi-Objective Algorithms for the Knapsack Problems with Stochastic Profits
Kokila Perera, Aneta Neumann, Frank Neumann
- Published: 01 Jan 2023, Last Modified: 17 May 2023
- CoRR 2023
- Readers: Everyone
3-Objective Pareto Optimization for Problems with Chance Constraints
Frank Neumann, Carsten Witt
- Published: 01 Jan 2023, Last Modified: 17 May 2023
- CoRR 2023
- Readers: Everyone
What Performance Indicators to Use for Self-Adaptation in Multi-Objective Evolutionary Algorithms
Furong Ye, Frank Neumann, Jacob de Nobel, Aneta Neumann, Thomas Bäck
- Published: 01 Jan 2023, Last Modified: 17 May 2023
- CoRR 2023
- Readers: Everyone
Evolutionary submodular optimisation: tutorial
Aneta Neumann, Frank Neumann, Chao Qian
- 2022 (modified: 16 Apr 2023)
- GECCO Companion 2022
- Readers: Everyone
Analysis of Evolutionary Diversity Optimization for Permutation Problems
Anh Viet Do, Mingyu Guo, Aneta Neumann, Frank Neumann
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- ACM Trans. Evol. Learn. Optim. 2022
- Readers: Everyone
Practical Fixed-Parameter Algorithms for Defending Active Directory Style Attack Graphs
Mingyu Guo, Jialiang Li, Aneta Neumann, Frank Neumann, Hung Nguyen
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- AAAI 2022
- Readers: Everyone

View all 405 publications

Co-Authors

View all 157 co-authors