public SimAccount sim_ga(int from, int to, Gene2 chromo, SimAccount ac)
{
var nn = new NN();
var strategy = new Strategy();
int amount = 1;
var nn_input_data_generator = new NNInputDataGenerator();
for (int i = from; i < to - 1; i++)
{
var nn_inputs = nn_input_data_generator.generateNNInputData(ac, i);
var nn_outputs = nn.calcNN(nn_inputs, chromo, 0);
var pred = nn.getActivatedUnit(nn_outputs);
var actions = strategy.GAStrategy(pred, amount, ac);
for (int j = 0; j < actions.action.Count; j++)
{
if (actions.action[j] == "entry")
{
ac.entry_order(actions.order_type[j], actions.order_side[j], actions.order_size[j], actions.order_price[j], i, MarketData.Dt[i].ToString(), actions.order_message[j]);
}
}
ac.move_to_next(i + 1, MarketData.Dt[i + 1].ToString(), MarketData.Open[i + 1], MarketData.High[i + 1], MarketData.Low[i + 1], MarketData.Close[i + 1]);
}
ac.last_day(to, MarketData.Dt[to].ToString(), MarketData.Close[to]);
ac.calc_sharp_ratio();
return(ac);
}
public SimAccount sim_ga_limit(int from, int to, int max_amount, Gene2 chromo, SimAccount ac)
{
var nn = new NN();
var strategy = new Strategy();
int amount = 1;
var nn_input_data_generator = new NNInputDataGenerator();
for (int i = from; i < to - 1; i++)
{
var nn_inputs = nn_input_data_generator.generateNNInputDataLimit(ac, i, chromo.num_index);
var nn_outputs = nn.calcNN(nn_inputs, chromo, 0);
var pred = nn.getActivatedUnit(nn_outputs);
var actions = strategy.GALimitStrategy2(i, pred, amount, max_amount, ac);
//check invalid ac situation
if (ac.order_data.order_side.Count > 1)
{
Console.WriteLine("Sim: # of order is more than 1 !");
}
for (int j = 0; j < actions.action.Count; j++)
{
if (actions.action[j] == "entry")
{
ac.entry_order(actions.order_type[j], actions.order_side[j], actions.order_size[j], actions.order_price[j], i, MarketData.Dt[i].ToString(), actions.order_message[j]);
}
else if (actions.action[j] == "cancel")
{
ac.cancel_all_order(i, MarketData.Dt[i].ToString());
}
else if (actions.action[j] == "update amount")
{
ac.update_order_amount(actions.order_size[j], actions.order_serial_num[j], i, MarketData.Dt[i].ToString());
}
else if (actions.action[j] == "update price")
{
ac.update_order_price(actions.order_price[j], actions.order_serial_num[j], i, MarketData.Dt[i].ToString());
}
else
{
Console.WriteLine("Sim: Unknown strategy action !");
}
}
ac.move_to_next(i + 1, MarketData.Dt[i + 1].ToString(), MarketData.Open[i + 1], MarketData.High[i + 1], MarketData.Low[i + 1], MarketData.Close[i + 1]);
}
ac.last_day(to, MarketData.Dt[to].ToString(), MarketData.Close[to]);
ac.calc_sharp_ratio();
return(ac);
}