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P. A. N. Bosman

Temporal True and Surrogate Fitness Landscape Analysis for Expensive Bi-Objective Optimisation

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Apr 09, 2024
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Function Class Learning with Genetic Programming: Towards Explainable Meta Learning for Tumor Growth Functionals

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Feb 19, 2024
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Multi-modal multi-objective model-based genetic programming to find multiple diverse high-quality models

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Mar 24, 2022
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Real-valued Evolutionary Multi-modal Multi-objective Optimization by Hill-Valley Clustering

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Oct 28, 2020
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Ensuring smoothly navigable approximation sets by Bezier curve parameterizations in evolutionary bi-objective optimization -- applied to brachytherapy treatment planning for prostate cancer

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Jun 11, 2020
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Local Search is a Remarkably Strong Baseline for Neural Architecture Search

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Apr 29, 2020
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Uncrowded Hypervolume-based Multi-objective Optimization with Gene-pool Optimal Mixing

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Apr 10, 2020
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Surrogate-free machine learning-based organ dose reconstruction for pediatric abdominal radiotherapy

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Feb 17, 2020
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Benchmarking HillVallEA for the GECCO 2019 Competition on Multimodal Optimization

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Jul 25, 2019
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Real-Valued Evolutionary Multi-Modal Optimization driven by Hill-Valley Clustering

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Oct 16, 2018
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