Admission Without Answers: Label-Free Certification and Experience Learning for LLM-Based Optimization Modeling

Junbo Jacob Lian, Huiling Chen, Hanzhang Qin +1

Experience-learning agents for optimization modeling improve by storing verified skills, but existing learners admit knowledge by checking against known answers, which real ticket…