I have a dataset of 1000 records (can be n), each associated with 12 multipliers. Each multiplier can take values from 0.1 to 10.0, incrementing in steps of 0.1. For each record, a "finalScore" is calculated using all 12 multipliers. The calculation for this score is complex and involves several intermediate steps (the specifics of which I can share if needed). My objective is to determine the optimal value for each of the 12 multipliers for each record such that the final score for that record is maximized. It's important to note that simply setting all multipliers to their maximum value (10.0) does not guarantee the highest possible final score for a given record. The complex calculations involved mean that the optimal multiplier values are likely to be different for each record and are not necessarily at the extremes of the allowed range. Continue reading...
