Iteration 1 Summary
Business Context: Optimize the allocation of students to clubs to maximize overall student engagement while respecting club capacity and ensuring each student is assigned to at most one club.
Optimization Problem: Maximize the total engagement score of students in clubs, where engagement is a weighted sum of student participation and club importance. Constraints include club capacity limits and ensuring each student is assigned to at most one club.
Objective: maximize ∑(engagement_score[StuID, ClubID] * x[StuID, ClubID])
Tables Created: 2
Tables Modified: 1
Tables Deleted: 0
Key Change: Schema changes include creating tables for engagement scores and club capacities, and updating configuration logic for scalar parameters and formulas.
Status: Complete
Confidence: high
Next Focus: Ready for convergence
Mapping Adequacy: mostly_good
Business Configuration Parameters: 2

Triple Expert Data: Values were determined based on realistic club sizes, student engagement levels, and the need to ensure a solvable optimization problem. Club capacities were set to reflect typical club sizes, while engagement scores were calculated using the provided formula, considering varying levels of student participation and club importance.