1. The (1 + (
λ, λ
)) genetic algorithm for permutations
2. Hyper-parameter tuning for the (1 + (
λ, λ
)) GA
3. Benjamin Doerr and Carola Doerr . 2020. Theory of Parameter Control for Discrete Black-Box Optimization: Provable Performance Gains Through Dynamic Parameter Choices . In Theory of Evolutionary Computation: Recent Developments in Discrete Optimization . Springer , 271--321. Also available online at https://arxiv.org/abs/1804.05650v2. Benjamin Doerr and Carola Doerr. 2020. Theory of Parameter Control for Discrete Black-Box Optimization: Provable Performance Gains Through Dynamic Parameter Choices. In Theory of Evolutionary Computation: Recent Developments in Discrete Optimization. Springer, 271--321. Also available online at https://arxiv.org/abs/1804.05650v2.
4. From black-box complexity to designing new genetic algorithms
5. Carola Doerr Hao Wang Furong Ye Sander van Rijn and Thomas Bäck. 2018. IOHprofiler: A Benchmarking and Profiling Tool for Iterative Optimization Heuristics. https://arxiv.org/abs/1810.05281 IOHprofiler is available at https://github.com/IOHprofiler. Carola Doerr Hao Wang Furong Ye Sander van Rijn and Thomas Bäck. 2018. IOHprofiler: A Benchmarking and Profiling Tool for Iterative Optimization Heuristics. https://arxiv.org/abs/1810.05281 IOHprofiler is available at https://github.com/IOHprofiler.