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Peeking beyond peaks: Challenges and research potentials of continuous multimodal multi-objective optimization

, , , , , , , and . Comput. Oper. Res., 136 (105489): 105489 (December 2021)

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Multi$^3$: Optimizing multimodal single-objective continuous problems in the multi-objective space by means of multiobjectivization, , , , and . Lecture Notes in Computer Science, Springer International Publishing, Cham, (2021)To boldly show what no one has seen before: A dashboard for visualizing multi-objective landscapes, , and . Lecture Notes in Computer Science, Springer International Publishing, Cham, (2021)One PLOT to show them all: Visualization of efficient sets in multi-objective landscapes, , and . Parallel Problem Solving from Nature -- PPSN XVI, Springer International Publishing, Cham, (2020)Multiobjectivization of local search: Single-objective optimization benefits from multi-objective gradient descent, , , , and . 2020 IEEE Symposium Series on Computational Intelligence (SSCI), IEEE, (December 2020)MOLE, , and . Proceedings of the Genetic and Evolutionary Computation Conference, New York, NY, USA, ACM, (July 2022)Peak-A-Boo! Generating Multi-objective Multiple Peaks Benchmark Problems with Precise Pareto Sets, , , and . Evolutionary Multi-Criterion Optimization, page 291--304. Germany, Springer, (2023)Publisher Copyright: © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.; 12th International Conference on Evolutionary Multi-Criterion Optimization, EMO 2023, EMO ; Conference date: 20-03-2023 Through 24-03-2023.Peeking beyond peaks: Challenges and research potentials of continuous multimodal multi-objective optimization, , , , , , , and . Comput. Oper. Res., 136 (105489): 105489 (December 2021)Lifting the multimodality-fog in continuous multi-objective optimization, and . Natural Computing Series, Springer International Publishing, Cham, (2021)Multimodality in multi-objective optimization -- more boon than bane?, , and . Lecture Notes in Computer Science, Springer International Publishing, Cham, (2019)The objective that freed me: a multi-objective local search approach for continuous single-objective optimization, , , , , and . Nat. Comput., (September 2022)