deep learning - which model?

Hello,

I have a friend who gave me a taste for deep learning. I begin. I want to program an AI with indicators as input. I don't want an AI that guesses everything....but rather try to program an AI that seeks to optimize everything. Can anyone guide me? thank you very much

Dear Arno310586,

Greetings from Zailon,

I attempted to fulfill your request for an AI to optimize the results from Chat GPT. Below is a sample code for optimization, though it may not be exact. I recommend this approach for optimizing variables in EA to maximize profits.


#include <math.mqh>
#include <genetic.mqh>

input int population_size = 50;
input int generations = 100;
input double mutation_rate = 0.05;
input int chromosome_length = 2;
input int max_value = 100;
input int min_value = 1;

// Define the objective function for the EA
double objective_function(double *chromosome) {
// Set the EA parameters based on the chromosome
int window_size = (int)Round(chromosome[0] * (max_value - min_value) + min_value);
double threshold = chromosome[1] * (max_value - min_value) + min_value;

// Run the EA and calculate the performance metric
double profit = run_ea(window_size, threshold);

// Return the profit as the objective function value
return profit;
}

// Run the EA and return the profit
double run_ea(int window_size, double threshold) {
// Code for the EA goes here
// ...

// Return the profit
return profit;
}

void OnStart() {
// Initialize the genetic algorithm
Genetic genetic;
genetic.SetObjectiveFunction(objective_function);
genetic.SetPopulationSize(population_size);
genetic.SetGenerations(generations);
genetic.SetMutationRate(mutation_rate);
genetic.SetChromosomeLength(chromosome_length);
genetic.SetMaxValue(max_value);
genetic.SetMinValue(min_value);
genetic.Run();

// Get the best chromosome
double *best_chromosome = genetic.GetBestChromosome();

// Print the best parameters
int best_window_size = (int)Round(best_chromosome[0] * (max_value - min_value) + min_value);
double best_threshold = best_chromosome[1] * (max_value - min_value) + min_value;
Print("Best parameters: window_size = ", best_window_size, ", threshold = ", best_threshold);
}

-- Zailon

i am not a coder.
but one thing i am sure of.
one cannot use another person's model to fit one's own.
because the first obstacle is the fitting of traders' personality type of trading.
you have to create one based on your own character and personal trading experience.
or find one that is close to your personality type and adjust/modify to fit oneself.
no such thing as optimization in every kind of situations that fits everybody at the same time.