arxivcs.LGmath.OC2026-07-04
LLM-Guided Transportation Hub Capacity Planning with Textual Business Inputs
While traditional hub capacity planning models optimize effectively for quantitative inputs, they often fail to digest qualitative business context. We propose a novel framework where a large language model (LLM) agent iteratively proposes hub capacity decisions guided by natural…