I have a complex dynamical system which takes input as
x1, x2, x3 and gives output as
y1, y2, y3. I don't have any mathematical model of the system.
x(k) is the present input to the system and
y(k) is the present output of the system.
My Objective is to find
x1(k+1),x2(k+1),x3(k+1) to maximize
y1(k+1) + y2(k+1) + y3(k+1). I can only access present state(k) and past state(k-1) values.
The system only take inputs s.t
a < x1,x2,x3 < b.
Is there any online machine learning algorithm which can be applied to solve this problem?
I really appreciate any feedback.
Thanks and regards