Problem statement :

Solution Proposal:

Using a weighted sum approach, we will minimize multiple objective functions. Weights for each of the objective function is operator provided and will obtained through policy. The goal is to minimize the weighted sum of all the objective functions specified in the homing template.

For eg:

Goal is to minimize F(x) = Σwiƒi(x)

                                                         where i = 1 to N indicates number of objective functions.

                                                         wi is the operator supplied weight of the objective function ƒi(x)

Challenge with this approach - 1) Weight is user supplied,  2) For supporting multiple dimensions we would need a function the normalize the unit across dimensions.


hpa_score as objective function