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cs.NE2026
LLM-Driven Joint Evolution of Coupled Heuristics Components for Routing Optimization
Juntao Wei, Yangming Zhou, Zhibin Jiang +1
Heuristic design for combinatorial optimization remains heavily reliant on expert knowledge, while existing large language model (LLM)-enhanced evolutionary methods typically evolv…
cs.AI2026
Efficient Policy Learning with Hybrid Evaluation-Based Genetic Programming for Uncertain Agile Earth Observation Satellite Scheduling
Junhua Xue, Yuning Chen, Mingyan Shao +3
The Uncertain Agile Earth Observation Satellite Scheduling Problem (UAEOSSP) is a novel combinatorial optimization problem and a practical engineering challenge that aligns with th…