An LLM-powered framework that turns natural language fleet objectives into optimization goals and uses LLM-guided variable fixing to accelerate electric taxi pre-allocation and pricing MIPs by roughly half.
Conflict graphs in solving integer pro- gramming problems
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RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations
An LLM-powered framework that turns natural language fleet objectives into optimization goals and uses LLM-guided variable fixing to accelerate electric taxi pre-allocation and pricing MIPs by roughly half.