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.
· Annual Conference on Genetic... · 0 citations