Abstract: The school timetabling problem (STP) is a wellknown combinatorial optimization challenge that involves assigning a set of events, such as classes, teachers, rooms, and timeslots, while ...

In this work, we propose a multi-agent LLMs framework that is guided by design principles. Our multi-agent LLMs adopt a workflow of specialist agents that mirrors a professional design process: ...