Iteration 1 Summary
Business Context: A pharmaceutical company wants to optimize the selection of medicines for a clinical trial based on their interactions with enzymes, aiming to maximize the overall effectiveness while minimizing adverse interactions.
Optimization Problem: The goal is to select a combination of medicines that maximizes the total effectiveness score while ensuring that the total adverse interaction score does not exceed a specified limit. The effectiveness and adverse interaction scores are derived from the medicine-enzyme interactions.
Objective: maximize ∑(effectiveness_score[medicine_id] × x[medicine_id])
Tables Created: 2
Tables Modified: 1
Tables Deleted: 0
Key Change: Schema changes include creating tables for effectiveness and adverse interaction scores, modifying the medicine table to include FDA approval status, and adding configuration logic for maximum adverse interaction score and maximum number of medicines.
Status: In progress
Confidence: medium
Next Focus: Define and map effectiveness and adverse interaction scores for medicines
Mapping Adequacy: needs_improvement
Business Configuration Parameters: 2
