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A Large-Scale Multi-objective Evolutionary Algorithm Based on Two-layer Encoding Scheme for Neural Network Training

Published • Dec 17, 2024
NobleIDNI9P51W13R15S64
Authors:
Wanting Yang
,
Jianchang Liu
,
Tianzi Zheng

Abstract

Evolutionary algorithms (EAs) have achieved great performance in solving multi-objective optimization problems (MOPs). However, there are more complex features in real-world MOPs. For example, the neural network training problem is characterized by large-scale decision variables and sparse Pareto-op...

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