I must clarify, the function to optimize is f0(x), and the constraints are a set of functions fi that should each be <= bi. You have used a single function for

I must clarify, the function to optimize is f0(x), and the constraints are a set of functions fi that should each be <= bi. You have used a single function for the constraints in your pseudocode.