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Using Simulation and Artificial Intelligence to Innovate: Are We Getting Even Smarter?

, , , , and . WSC, page 1-9. IEEE, (2021)

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Identifying efficient solutions via simulation: myopic multi-objective budget allocation for the bi-objective case., and . OR Spectr., 41 (3): 831-865 (2019)Robust Optimization Over Time by Estimating Robustness of Promising Regions., , , , , and . IEEE Trans. Evol. Comput., 27 (3): 657-670 (2023)BOP-Elites, a Bayesian Optimisation algorithm for Quality-Diversity search., and . CoRR, (2020)New Sampling Strategies When Searching for Robust Solutions., , and . IEEE Trans. Evol. Comput., 23 (2): 273-287 (2019)Exploiting Transitivity for Top-k Selection with Score-Based Dueling Bandits., and . CoRR, (2020)Particle Swarm Optimization and Sequential Sampling in Noisy Environments., , and . Metaheuristics, volume 39 of Operations Research/Computer Science Interfaces Series, Springer, (2007)Bayesian optimization: tutorial., , and . GECCO Companion, page 843-863. ACM, (2022)A discretization-free metric for assessing quality diversity algorithms., , , and . GECCO Companion, page 2131-2135. ACM, (2022)An Organic Architecture for Traffic Light Controllers., , , , and . GI Jahrestagung (1), volume P-93 of LNI, page 120-127. GI, (2006)Top-κ selection with pairwise comparisons., and . Eur. J. Oper. Res., 274 (2): 615-626 (2019)