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Titlebook: Artificial Evolution; 15th International C Pierrick Legrand,Arnaud Liefooghe,Evelyne Lutton Conference proceedings 2023 The Editor(s) (if a

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期刊全称Artificial Evolution
期刊简称15th International C
影响因子2023Pierrick Legrand,Arnaud Liefooghe,Evelyne Lutton
视频video
学科分类Lecture Notes in Computer Science
图书封面Titlebook: Artificial Evolution; 15th International C Pierrick Legrand,Arnaud Liefooghe,Evelyne Lutton Conference proceedings 2023 The Editor(s) (if a
影响因子.This book constitutes the refereed post-conference proceedings of the 15th International Conference, Évolution Artificielle, EA 2022, held in Exeter, UK, during October 31–November 2, 2022..The 15 full papers were carefully reviewed and selected from 18 submissions. The papers cover a wide range of topics in the field of artificial evolution, including, but not limited to: evolutionary computation, evolutionary optimization, coevolution, artificial life, population dynamics, theory, algorithmic and modeling, implementations..
Pindex Conference proceedings 2023
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,One-Class Ant-Miner: Selection of Majority Class Rules for Binary Rule-Based Classification,ersions of AntMiner. We then introduce the one-class AntMiner (OCAntMiner) algorithm, which can work with different imbalance ratios. Next, we evaluate these algorithms using specific synthetic datasets based on the AUPRC, AUROC, and MCC evaluation metrics and rank them based on these metrics. The r
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,Empirical Investigation of MOEAs for Multi-objective Design of Experiments, RVEA performs very well; results suggest that using more objectives can create better quality designs. This knowledge allows us to make more informed decisions about how to use MOEAs when creating metamodels.
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Gary Van Zant,Eugene Goldwasserithm. Experiments run on a benchmark, the Lamp problem, show that fine-grained cooperation based on marginal fitness evaluations and steady-state schemes outperforms classical techniques when the dimension of the problem increases. These preliminary results highlight interesting future directions of
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