public double RandomWeightCalcualte(LargeCombo large1, LargeCombo large2, int flag)
{
Random random = new Random();
if (!inited)
{
wCost = random.NextDouble();
wAOE = random.NextDouble();
wHQ = random.NextDouble();
wRemove = random.NextDouble();
wCostL = random.NextDouble() / 2;
wAOEL = random.NextDouble() / 2;
wHQL = random.NextDouble() / 2;
wRemoveL = random.NextDouble() / 2;
wCostH = random.NextDouble() / 2 + 0.5;
wAOEH = random.NextDouble() / 2 + 0.5;
wHQH = random.NextDouble() / 2 + 0.5;
wRemoveH = random.NextDouble() / 2 + 0.5;
inited = true;
}
return(Calculate(large1, large2, flag));
}
public static bool CheckMerge(LargeCombo large1, LargeCombo large2, int flag)
{
if (large1.ComboCards.Count + large2.ComboCards.Count > 30)
{
return(false);
}
if (large1.ComboClass != "NEUTRAL" && large2.ComboClass != "NEUTRAL" &&
large1.ComboClass != large2.ComboClass)
{
return(false);
}
if (HasIllegalDuplicate(large1, large2))
{
return(false);
}
double p = new DynamicVectorCalculator().RandomWeightCalcualte(large1, large2, flag);
////????
if (rand.NextDouble() > p)
{
Console.WriteLine("ref, p = " + p.ToString());
return(false);
}
return(true);
}
public double RandomWeightCalcualte(LargeCombo large1, LargeCombo large2)
{
Random random = new Random();
if (!inited)
{
wCost = random.NextDouble();
wAOE = random.NextDouble();
wHQ = random.NextDouble();
wRemove = random.NextDouble();
Console.WriteLine("Writing......weights");
Console.WriteLine(wCost + ", " + wAOE + ", " + wHQ + ", " + wRemove);
using (StreamWriter sw = File.AppendText(@"C:\Users\weizsw\iCloudDrive\Documents\Ai for Games\EvoStone\TestBed\StrategySearch\weight.txt"))
{
sw.WriteLine("wCost = " + wCost + ", " + "wAoe = " + wAOE + ", " + "wHQ = " + wHQ + ", " + "wRemove = " + wRemove);
sw.WriteLine("\n");
sw.Flush();
sw.Close();
}
wCostL = random.NextDouble() / 2;
wAOEL = random.NextDouble() / 2;
wHQL = random.NextDouble() / 2;
wRemoveL = random.NextDouble() / 2;
wCostH = random.NextDouble() / 2 + 0.5;
wAOEH = random.NextDouble() / 2 + 0.5;
wHQH = random.NextDouble() / 2 + 0.5;
wRemoveH = random.NextDouble() / 2 + 0.5;
inited = true;
}
return(Calculate(large1, large2));
}
public LargeCombo(LargeCombo large1, LargeCombo large2)
{
ComboClass = "NEUTRAL";
if (large1.ComboClass != "NEUTRAL")
{
ComboClass = large1.ComboClass;
}
if (large2.ComboClass != "NEUTRAL")
{
ComboClass = large2.ComboClass;
}
Tags = new Dictionary <string, int>();
Tags.Add("AOE", 0);
Tags.Add("Remove", 0);
Tags.Add("High Quality", 0);
foreach (var pair in large1.Tags)
{
string key = pair.Key;
int value = pair.Value;
Tags[key] += value;
}
foreach (var pair in large2.Tags)
{
string key = pair.Key;
int value = pair.Value;
Tags[key] += value;
}
Cost = large1.Cost + large2.Cost;
ComboCards = large1.ComboCards.Concat(large2.ComboCards).ToList();
RMScore = (large1.RMScore + large2.RMScore);
AOEScore = (large1.AOEScore + large2.AOEScore);
HQScore = (large1.HQScore + large2.HQScore);
}
public bool HasIllegalDuplicate(LargeCombo large1, LargeCombo large2)
{
Dictionary <string, int> countOfCard = new Dictionary <string, int>();
foreach (Card card in large1.ComboCards)
{
string key = card.Name;
if (!countOfCard.ContainsKey(key))
{
countOfCard.Add(key, 0);
}
countOfCard[key]++;
if (countOfCard[key] > 2)
{
return(true);
}
}
foreach (Card card in large2.ComboCards)
{
string key = card.Name;
if (!countOfCard.ContainsKey(key))
{
countOfCard.Add(key, 0);
}
countOfCard[key]++;
if (countOfCard[key] > 2)
{
return(true);
}
}
return(false);
}
public static void Write(LargeCombo cardList)
{
StreamWriter sw = new StreamWriter("/Users/hc/Desktop/Evostone-master/TestBed/StrategySearch/resources/decks/pools/metaDecks.tml");
Console.WriteLine("Writing............");
sw.WriteLine("PoolName = \"Meta Decks\"");
sw.WriteLine("[[Decks]]");
sw.WriteLine("DeckName = \"Tempo Rogue\"");
string className = cardList.ComboClass.ToLower();
sw.WriteLine("ClassName = \"" + Char.ToUpper(className[0]) + className.Substring(1) + "\"");
sw.Write("CardList = [");
int i = 0;
while (i < 29)
{
sw.Write("\"" + cardList.ComboCards[i].Name + "\"" + ", ");
i++;
}
sw.Write("\"" + cardList.ComboCards[29].Name + "\"");
sw.Write("]");
sw.Flush();
sw.Close();
}
public double CalculateNew(LargeCombo large1, LargeCombo large2)
{
double vecP = 1.0;
double vecCost = 1.0;
double vecAOE = 1.0;
double vecRemove = 1.0;
double vecHQ = 1.0;
vecP = (vecCost * wCost + vecAOE * wAOE + vecRemove * wRemove + vecHQ * wHQ) / (wRemove + wHQ + wAOE + wCost);
return(vecP);
}
public void randomCombine(DNA dna)
{
int index1 = rand.Next(Container.Count), index2 = rand.Next(Container.Count);
LargeCombo large1 = Container[index1], large2 = Container[index2];
if (CheckMerge(large1, large2, dna))
{
LargeCombo merged = new LargeCombo(large1, large2);
if (merged.ComboCards.Count == 30)
{
Deck = merged;
return;
}
Container.Add(merged);
}
}
public double CalculateByEvolution(LargeCombo large1, LargeCombo large2, DNA dna)
{
wAOE = dna.weights[DNA.AOEW];
wRemove = dna.weights[DNA.RMW];
wHQ = dna.weights[DNA.HQW];
wCost = dna.weights[DNA.CW];
int count = large1.ComboCards.Count + large2.ComboCards.Count;
double vecCost = (large1.Cost + large2.Cost) / count;
double vecAOE = (large1.AOEScore + large2.AOEScore) / count;
double vecRemove = (large1.RMScore + large2.RMScore) / count;
double vecHQ = (large2.HQScore + large2.HQScore) / count;
double vecP = (vecCost * wCost + vecAOE * wAOE + vecRemove * wRemove + vecHQ * wHQ) / (wRemove + wHQ + wAOE + wCost);
return(vecP);
}
public static LargeCombo[] DeckBuildingBinary(List <SingleCard> CardWithTag, HashSet <SmallCombo> ComboSet)
{
InitToLarge(CardWithTag, ComboSet);
Deck = null;
while (Deck == null)
{
randomCombine(0);
}
DeckArray[0] = Deck;
Deck = null;
while (Deck == null)
{
randomCombine(1);
}
DeckArray[1] = Deck;
Deck = null;
return(DeckArray);
}
public double CalculateByEvolution(LargeCombo large1, LargeCombo large2, DNA dna)
{
wAOE = dna.weights[DNA.AOEW];
wRemove = dna.weights[DNA.RMW];
wHQ = dna.weights[DNA.HQW];
wCost = dna.weights[DNA.CW];
int count = large1.ComboCards.Count + large2.ComboCards.Count;
double vecCost = (large1.Cost + large2.Cost) / count;
double vecAOE = (large1.AOEScore + large2.AOEScore) / count;
double vecRemove = (large1.RMScore + large2.RMScore) / count;
double vecHQ = (large1.HQScore + large2.HQScore) / count;
double costPenalty = Math.Max(0, vecCost - 4.5) * wCost;
double vecP = ((vecAOE * wAOE + vecRemove * wRemove + vecHQ * wHQ) / (100 * (wRemove + wHQ + wAOE))) - costPenalty;
return(Math.Max(0.1, vecP));
}
public bool CheckMerge(LargeCombo large1, LargeCombo large2, DNA dna)
{
if (large1.ComboCards.Count + large2.ComboCards.Count > 30)
{
return(false);
}
if (large1.ComboClass != "NEUTRAL" && large2.ComboClass != "NEUTRAL" &&
large1.ComboClass != large2.ComboClass)
{
return(false);
}
if (HasIllegalDuplicate(large1, large2))
{
return(false);
}
double p = new DynamicVectorCalculator().CalculateByEvolution(large1, large2, dna);
if (rand.NextDouble() > p)
{
//Console.WriteLine("ref, p = " + p.ToString());
return(false);
}
return(true);
}
public double Calculate(LargeCombo large1, LargeCombo large2)
{
double vecP = 1.0;
double vecCost = 1.0;
double vecAOE = 1.0;
double vecRemove = 1.0;
double vecHQ = 1.0;
int len1 = large1.ComboCards.Count;
int len2 = large2.ComboCards.Count;
int lenBig = len2;
int lenSmall = len1;
double avg1 = large1.Cost / len1;
double avg2 = large2.Cost / len2;
double avgBig = avg1;
double avgSmall = avg2;
if (len1 > len2)
{
lenBig = len1;
lenSmall = len2;
avgBig = avg1;
avgSmall = avg2;
}
if ((large1.Tags["AOE"] + large2.Tags["AOE"]) > 4)
{
vecAOE = 0.1;
}
else if (((large1.Tags["AOE"] + large2.Tags["AOE"]) == 1) || ((large1.Tags["AOE"] + large2.Tags["AOE"]) == 2))
{
vecAOE = 0.8;
}
if ((large1.Tags["Remove"] + large2.Tags["Remove"]) > 4)
{
vecRemove = 0.1;
}
else if (((large1.Tags["Remove"] + large2.Tags["Remove"]) == 1) || ((large1.Tags["Remove"] + large2.Tags["Remove"]) == 2))
{
vecRemove = 0.8;
}
if ((large1.Tags["High Quality"] + large2.Tags["High Quality"]) > 4)
{
vecHQ = 0.1;
}
else if (((large1.Tags["High Quality"] + large2.Tags["High Quality"]) == 1) || ((large1.Tags["High Quality"] + large2.Tags["High Quality"]) == 2))
{
vecHQ = 0.8;
}
if ((len1 + len2) < 20)
{
vecCost = 1;
}
else
{
if (avgSmall <= 2.7)
{
vecCost = 1;
}
else if (avgSmall >= 5 && avgBig <= 3.5)
{
vecCost = 1;
}
else
{
vecCost = 0.5;
}
}
vecP = (vecCost * wCost + vecAOE * wAOE + vecRemove * wRemove + vecHQ * wHQ) / (wRemove + wHQ + wAOE + wCost);
return(vecP);
}
public double Calculate(LargeCombo large1, LargeCombo large2, int RangeFlag)
{
// 0: low, 1: high
double vecP = 1.0;
double vecCost = 1.0;
double vecAOE = 1.0;
double vecRemove = 1.0;
double vecHQ = 1.0;
double wAOE, wRemove, wHQ, wCost;
if (RangeFlag == 0)
{
wAOE = wAOEL;
wRemove = wRemoveL;
wHQ = wHQL;
wCost = wCostL;
}
else
{
wAOE = wAOEH;
wRemove = wRemoveH;
wHQ = wHQH;
wCost = wCostH;
}
int len1 = large1.ComboCards.Count;
int len2 = large2.ComboCards.Count;
int lenBig = len2;
int lenSmall = len1;
double avg1 = large1.Cost / len1;
double avg2 = large2.Cost / len2;
double avgBig = avg1;
double avgSmall = avg2;
if (len1 > len2)
{
lenBig = len1;
lenSmall = len2;
avgBig = avg1;
avgSmall = avg2;
}
if ((large1.Tags["AOE"] + large2.Tags["AOE"]) > 4)
{
vecAOE = 0.1;
}
else if (((large1.Tags["AOE"] + large2.Tags["AOE"]) == 1) || ((large1.Tags["AOE"] + large2.Tags["AOE"]) == 2))
{
vecAOE = 0.8;
}
if ((large1.Tags["Remove"] + large2.Tags["Remove"]) > 4)
{
vecRemove = 0.1;
}
else if (((large1.Tags["Remove"] + large2.Tags["Remove"]) == 1) || ((large1.Tags["Remove"] + large2.Tags["Remove"]) == 2))
{
vecRemove = 0.8;
}
if ((large1.Tags["High Quality"] + large2.Tags["High Quality"]) > 4)
{
vecHQ = 0.1;
}
else if (((large1.Tags["High Quality"] + large2.Tags["High Quality"]) == 1) || ((large1.Tags["High Quality"] + large2.Tags["High Quality"]) == 2))
{
vecHQ = 0.8;
}
if ((len1 + len2) < 20)
{
vecCost = 1;
}
else
{
if (avgSmall <= 2.7)
{
vecCost = 1;
}
else if (avgSmall >= 5 && avgBig <= 3.5)
{
vecCost = 1;
}
else
{
vecCost = 0.5;
}
}
vecP = (vecCost * wCost + vecAOE * wAOE + vecRemove * wRemove + vecHQ * wHQ) / (wRemove + wHQ + wAOE + wCost);
return(vecP);
}