public string RecreateDna()
{
//variables changing algorithm behaviour
var maxRounds = 550;
var nodeCountMaxDifferenceThreshold = 6;
var shouldIncreaseProbabilityMatrix = 0;
//--
var round = 0;
var probabilityMultipliers = UtilHelper.CreateProbabilityArray(new double[LengthK - 1]);
var currentDna = FindRandomDnaSequence();
var currentSimilarity = UtilHelper.GetSimilarityOf(OriginalDna, currentDna);
Console.WriteLine($"Ideal node count: {IdealNodeCount}");
Console.WriteLine($"Similarity after random algorithm: {currentSimilarity}");
while (round < maxRounds)
{
TweakProbabilityArray(probabilityMultipliers, shouldIncreaseProbabilityMatrix);
currentDna = FindDnaSequence(probabilityMultipliers, nodeCountMaxDifferenceThreshold, out var visitedNodesCount);
currentSimilarity = UtilHelper.GetSimilarityOf(OriginalDna, currentDna);
if (round % 10 == 0)
{
Console.WriteLine($"Similarity after {round} rounds: {currentSimilarity} with node usage {visitedNodesCount}");
}
if (visitedNodesCount == IdealNodeCount && currentDna.Length == DnaLength)
{
Console.WriteLine($"This DNA Sequence has ideal node count & ideal dna length");
return(currentDna);
}
if (visitedNodesCount + 10 < IdealNodeCount)
{
shouldIncreaseProbabilityMatrix = 1;
}
else if (visitedNodesCount - 10 < IdealNodeCount)
{
shouldIncreaseProbabilityMatrix = 0;
}
else
{
shouldIncreaseProbabilityMatrix = -1;
}
round++;
}
return(currentDna);
}