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cs.SI 1

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2026 1

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Overcoming Tight Constraints in Soft Happy Colouring

cs.SI · 2026-02-16 · unverdicted · novelty 6.0

CE+LS hybrid metaheuristic overcomes stagnation in cross-entropy for Soft Happy Colouring by restricting search to local optima, proving exponential KL-divergence decay and outperforming prior heuristics on 28,000 SBM graphs.

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  • Overcoming Tight Constraints in Soft Happy Colouring cs.SI · 2026-02-16 · unverdicted · none · ref 6

    CE+LS hybrid metaheuristic overcomes stagnation in cross-entropy for Soft Happy Colouring by restricting search to local optima, proving exponential KL-divergence decay and outperforming prior heuristics on 28,000 SBM graphs.