Progressive auto-encoding for domain adaptation in evolutionary multi-task optimization

doi:10.1016/j.asoc.2025.113916

Progressive auto-encoding for domain adaptation in evolutionary multi-task optimization

2025-09-24

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DOI：10.1016/j.asoc.2025.113916

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• Enhance evolutionary multi-task optimization by progressive auto-encoding (PAE). • Segmented PAE and Smooth PAE are introduced for stage-wise and gradual domain alignment. • Proposed methods outperform state-of-the-art algorithms on benchmarks and real-world applications.

Progressive auto-encoding for domain adaptation in evolutionary multi-task optimization

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