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04/08/2023
A Recommender System Approach for Very Large-scale Multiobjective Optimization
We define very large multi-objective optimization problems to be multiob...
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12/17/2022
An Evolutionary Multitasking Algorithm with Multiple Filtering for High-Dimensional Feature Selection
Recently, evolutionary multitasking (EMT) has been successfully used in ...
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06/23/2022
A Survey on Learnable Evolutionary Algorithms for Scalable Multiobjective Optimization
Recent decades have witnessed remarkable advancements in multiobjective ...
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05/20/2022
Balancing Exploration and Exploitation for Solving Large-scale Multiobjective Optimization via Attention Mechanism
Large-scale multiobjective optimization problems (LSMOPs) refer to optim...
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10/15/2021
Benchmark Problems for CEC2021 Competition on Evolutionary Transfer Multiobjectve Optimization
Evolutionary transfer multiobjective optimization (ETMO) has been becomi...
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01/03/2020