Firstly I will give the first improvement of the expert
It is necessary to test it through MONTE CARLO
Monte Carlo allows you to test various types of scenarios
I'll give you an example, okay?
I have a program that I needed to know which was the best multiplicative factor for a particular expert I have.
Over 50,000 tests were done on various types of scenarios through monte carlo
With this I was able to know exactly what was the best multiplicative factor for my expert
What should be done for improvements is to test this program thoroughly with it
This is the first tip
Note: There are paid programs that already do this
But it's expensive
I got it with the help of a friend.
But this is very important to do before you test the program into a real account
The second is more complex, but if we can put in this program I explain the second
Follow the explanation of monte calro (Wikipédia)
A Monte Carlo method (MMC) is any method of a class of statistical methods that rely on massive random sampling to obtain numerical results, ie repeating successive simulations a large number of times, to calculate heuristic probabilities, such as if, in fact, the actual results were recorded in casino games (hence the name). This type of method is used in stochastic simulations with several applications in areas such as physics, mathematics and biology [1]. The Monte Carlo method has been used for a long time as a way of obtaining numerical approximations of complex functions in which it is not feasible, or even impossible, to obtain an analytical or at least deterministic solution.