1. Fast mutation in crossover-based algorithms
2. Denis Antipov , Maxim Buzdalov , and Benjamin Doerr . 2020 . First steps towards a runtime analysis when starting with a good solution. In Parallel Problem Solving From Nature , PPSN 2020, Part II. Springer, 560--573. Denis Antipov, Maxim Buzdalov, and Benjamin Doerr. 2020. First steps towards a runtime analysis when starting with a good solution. In Parallel Problem Solving From Nature, PPSN 2020, Part II. Springer, 560--573.
3. Lazy parameter tuning and control
4. Denis Antipov and Benjamin Doerr . 2020 . Runtime analysis of a heavy-tailed (1 + (λ, λ)) genetic algorithm on jump functions. In Parallel Problem Solving From Nature , PPSN 2020, Part II. Springer, 545--559. Denis Antipov and Benjamin Doerr. 2020. Runtime analysis of a heavy-tailed (1 + (λ, λ)) genetic algorithm on jump functions. In Parallel Problem Solving From Nature, PPSN 2020, Part II. Springer, 545--559.
5. The (1 + (
λ,λ
)) GA is even faster on multimodal problems