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cs.AI2026
DSevolve: Enabling Real-Time Adaptive Scheduling on Dynamic Flexible Job Shop with LLM-Evolved Heuristic Portfolios
XinLei Zhou, Jin Huang, Jie Yang +2
In dynamic flexible job shops, order arrivals, machine breakdowns, and processing-time deviations continually reshape the scheduling state and the priority trade-offs behind dispat…
cs.AI2025
Automatic MILP Model Construction for Multi-Robot Task Allocation and Scheduling Based on Large Language Models
Mingming Peng, Zhendong Chen, Jie Yang +5
With the accelerated development of Industry 4.0, intelligent manufacturing systems increasingly require efficient task allocation and scheduling in multi-robot systems. However, e…