STABLE introduces semantics-aware bilevel co-evolution for automated multicomponent algorithm design and reports outperformance over human and prior LES baselines.
Au- tonomous multi-objective optimization using large language model,
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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cs.NE 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
IG-DOE combines stagnation-triggered operator switching with an LLM-evolved destruction operator ensemble to improve iterated greedy performance on large permutation flow shop scheduling instances.
citing papers explorer
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Semantics-Aware Bilevel Co-Evolution: Towards Automated Multicomponent Algorithm Design
STABLE introduces semantics-aware bilevel co-evolution for automated multicomponent algorithm design and reports outperformance over human and prior LES baselines.
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Large Language Model-Driven Cooperative Operator Ensemble Evolution for Permutation Flow Shop Scheduling
IG-DOE combines stagnation-triggered operator switching with an LLM-evolved destruction operator ensemble to improve iterated greedy performance on large permutation flow shop scheduling instances.