SOVER: Formal Certification of Optimization Reformulations via LLM-Assisted SMT Verification
SOVER, an LLM-assisted SMT framework that separates semantic mapping from formal certification, is introduced, and Z3 checks domain cross-feasibility and global objective-order preservation for mixed-integer linear formulations, while dReal provides tolerance-aware feasibility/range and $\epsilon$-argmin checks for con...
Swapnil Bhattacharyya, Mayank Baranwal
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