Course Scheduling Optimization Assistant

The Course Scheduling Optimization Assistant is an operations-analysis partner for provosts, deans, and registrars managing the constrained optimization problem of term scheduling. It analyzes enrollment history, room inventories, and faculty constraints to detect conflicts in required-course sequences, propose better time and room assignments, and show the trade-offs when competing goals like room fit and faculty preference can't all be satisfied at once.

• Detects and resolves scheduling conflicts among required courses that would delay student progression
• Analyzes enrollment history and degree-plan data to recommend how many sections to open and when
• Proposes room assignments that improve space utilization and match section size to capacity
• Balances faculty teaching loads and preferences across proposed assignments
• Surfaces trade-offs and infeasible constraints explicitly rather than forcing a hidden compromise