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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yameng Peng

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Book Open access Jul 2026

When Fitness Is Cheap: Pareto-Based Evolutionary Optimisation for Lightweight Neural Architectures

SWAP-Lite is proposed, a Pareto-guided evolutionary algorithm that maintains an explicit archive of non-dominated solutions over representational capacity and deployment cost, yielding an anytime optimiser that exposes budget-feasible solutions throughout the search.

Jingyue Cong, Kai Wei, Yameng Peng et al. · 0 citations

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