/// <summary>
/// Generate a selection of randomly generated individuals.
/// low range 0-0.5, high range 0.5-1.0.
/// </summary>
public void InitiatePopulation()
{
Random random = new Random();
for (int i = 0; i < populationSize; i++)
{
population.Add(new IndividualFP());
List <RuleFP> rulesToAdd = new List <RuleFP>();
for (int r = 0; r < numberOfRules; r++)
{
var currentRule = new RuleFP();
for (int c = 0; c < boundryLength; c++)
{
RuleFPBoundry conditionToAdd = null;
var low = random.NextDouble() / 2; // 0 - 0.5
var high = 0.5 + random.NextDouble() / 2; // 0.5 - 1.0
conditionToAdd = new RuleFPBoundry((float)low, (float)high);
currentRule.condBoundry.Add(conditionToAdd);
}
// Output (0,1)
currentRule.output = random.Next(2);
rulesToAdd.Add(currentRule);
}
population[i].Rulebase = rulesToAdd;
}
}
public RuleFPBoundry(RuleFPBoundry clonedBoundry)
{
this.high = clonedBoundry.high;
this.low = clonedBoundry.low;
}