public override void DefaultInitialize()
{
Vitality = Add(new VitalityFocus());
Tenacity = Add(new TenacityFocus());
Mobility = Add(new MobilityFocus());
Utility = Add(new UtilityFocus());
Ferocity = Add(new FerocityFocus());
Capacity = Add(new CapacityFocus());
Vitality.RegisterEnemies(new Focus[] { Mobility, Ferocity });
Vitality.RegisterNemeses(Utility);
Tenacity.RegisterEnemies(new Focus[] { Utility, Capacity });
Tenacity.RegisterNemeses(Ferocity);
Mobility.RegisterEnemies(new Focus[] { Ferocity, Vitality });
Mobility.RegisterNemeses(Capacity);
Utility.RegisterEnemies(new Focus[] { Capacity, Tenacity });
Utility.RegisterNemeses(Vitality);
Ferocity.RegisterEnemies(new Focus[] { Vitality, Mobility });
Ferocity.RegisterNemeses(Tenacity);
Capacity.RegisterEnemies(new Focus[] { Tenacity, Utility });
Capacity.RegisterNemeses(Mobility);
ForAllItems(f => f.ManagerEndInitialization());
base.DefaultInitialize();
}
protected virtual void InitializUnitStats(BaseStats baseStats)
{
Health = new Health(baseStats.BaseHealth);
AttackDamage = new AttackDamage(baseStats.BaseAttackDamage);
AbilityPower = new AbilityPower();
Armor = new Resistance(baseStats.BaseArmor);
MagicResistance = new Resistance(baseStats.BaseMagicResistance);
AttackSpeed = new AttackSpeed(baseStats.BaseAttackSpeed);
CooldownReduction = new CooldownReduction();
CriticalStrikeChance = new CriticalStrikeChance();
MovementSpeed = new MovementSpeed(baseStats.BaseMovementSpeed);
HealthRegeneration = new ResourceRegeneration();
Lethality = new Lethality();
ArmorPenetrationPercent = new ResistancePenetrationPercent();
MagicPenetrationFlat = new ResistancePenetrationFlat();
MagicPenetrationPercent = new ResistancePenetrationPercent();
LifeSteal = new PercentBonusOnlyStat();
SpellVamp = new PercentBonusOnlyStat();
AttackRange = new AttackRange(baseStats.BaseAttackRange);
Tenacity = new Tenacity();
CriticalStrikeDamage = new CriticalStrikeDamage();
CriticalStrikeDamageReduction = new PercentBonusOnlyStat();
PhysicalDamageModifier = new DamageModifier();
MagicDamageModifier = new DamageModifier();
PhysicalDamageReceivedModifier = new DamageModifier();
MagicDamageReceivedModifier = new DamageModifier();
HealAndShieldPower = new PercentBonusOnlyStat();
SlowResistance = new SlowResistance();
GrievousWounds = new GrievousWounds();
ExtraAdjustments();
}
public void RemoveModifier(IStatsModifier modifier)
{
if (AbilityPower.RemoveStatModificator(modifier.AbilityPower))
{
appendStat(_updatedStats, MasterMask.MM_Two, FieldMask.FM2_Base_Ap, AbilityPower.BaseValue);
appendStat(_updatedStats, MasterMask.MM_Two, FieldMask.FM2_Bonus_Ap_Flat, AbilityPower.FlatBonus);
appendStat(_updatedStats, MasterMask.MM_Two, FieldMask.FM2_Bonus_Ap_Pct, AbilityPower.PercentBonus);
}
if (Armor.RemoveStatModificator(modifier.Armor))
{
appendStat(_updatedStats, MasterMask.MM_Two, FieldMask.FM2_Armor, Armor.Total);
}
if (ArmorPenetration.RemoveStatModificator(modifier.ArmorPenetration))
{
appendStat(_updatedStats, MasterMask.MM_Two, FieldMask.FM2_Armor_Pen_Flat, ArmorPenetration.FlatBonus);
appendStat(_updatedStats, MasterMask.MM_Two, FieldMask.FM2_Armor_Pen_Pct, ArmorPenetration.PercentBonus);
}
if (AttackDamage.RemoveStatModificator(modifier.AttackDamage))
{
appendStat(_updatedStats, MasterMask.MM_Two, FieldMask.FM2_Base_Ad, AttackDamage.BaseValue);
appendStat(_updatedStats, MasterMask.MM_Two, FieldMask.FM2_Bonus_Ad_Flat, AttackDamage.FlatBonus);
appendStat(_updatedStats, MasterMask.MM_Two, FieldMask.FM2_Bonus_Ad_Pct, AttackDamage.PercentBonus);
}
if (AttackSpeedMultiplier.RemoveStatModificator(modifier.AttackSpeed))
{
appendStat(_updatedStats, MasterMask.MM_Two, FieldMask.FM2_Atks_multiplier, AttackSpeedMultiplier.Total);
}
if (CriticalChance.RemoveStatModificator(modifier.CriticalChance))
{
appendStat(_updatedStats, MasterMask.MM_Two, FieldMask.FM2_Crit_Chance, CriticalChance.Total);
}
GoldPerSecond.RemoveStatModificator(modifier.GoldPerSecond);
if (HealthPoints.RemoveStatModificator(modifier.HealthPoints))
{
appendStat(_updatedStats, MasterMask.MM_Four, FieldMask.FM4_MaxHp, HealthPoints.Total);
}
if (HealthRegeneration.RemoveStatModificator(modifier.HealthRegeneration))
{
appendStat(_updatedStats, MasterMask.MM_Two, FieldMask.FM2_Hp5, HealthRegeneration.Total);
}
if (LifeSteal.RemoveStatModificator(modifier.LifeSteel))
{
appendStat(_updatedStats, MasterMask.MM_Two, FieldMask.FM2_LifeSteal, LifeSteal.Total);
}
if (MagicResist.RemoveStatModificator(modifier.MagicResist))
{
appendStat(_updatedStats, MasterMask.MM_Two, FieldMask.FM2_Magic_Armor, MagicResist.Total);
}
if (MagicPenetration.RemoveStatModificator(modifier.MagicPenetration))
{
appendStat(_updatedStats, MasterMask.MM_Two, FieldMask.FM2_Magic_Pen_Flat, MagicPenetration.FlatBonus);
appendStat(_updatedStats, MasterMask.MM_Two, FieldMask.FM2_Magic_Pen_Pct, MagicPenetration.PercentBonus);
}
if (ManaPoints.RemoveStatModificator(modifier.ManaPoints))
{
appendStat(_updatedStats, MasterMask.MM_Four, FieldMask.FM4_MaxMp, ManaPoints.Total);
}
if (ManaRegeneration.RemoveStatModificator(modifier.ManaRegeneration))
{
appendStat(_updatedStats, MasterMask.MM_Two, FieldMask.FM2_Mp5, ManaRegeneration.Total);
}
if (MoveSpeed.RemoveStatModificator(modifier.MoveSpeed))
{
appendStat(_updatedStats, MasterMask.MM_Four, FieldMask.FM4_Speed, MoveSpeed.Total);
}
if (Range.RemoveStatModificator(modifier.Range))
{
appendStat(_updatedStats, MasterMask.MM_Two, FieldMask.FM2_Range, Range.Total);
}
if (Size.RemoveStatModificator(modifier.Size))
{
appendStat(_updatedStats, MasterMask.MM_Four, FieldMask.FM4_ModelSize, Size.Total);
}
if (SpellVamp.RemoveStatModificator(modifier.SpellVamp))
{
appendStat(_updatedStats, MasterMask.MM_Two, FieldMask.FM2_SpellVamp, SpellVamp.Total);
}
if (Tenacity.RemoveStatModificator(modifier.Tenacity))
{
appendStat(_updatedStats, MasterMask.MM_Two, FieldMask.FM2_Tenacity, Tenacity.Total);
}
}
public Partition GetPartition()
{
DistanceMatrix mat = null;
if (_data.Type == AbstractDataset.DataType.DistanceMatrix)
{
mat = (DistanceMatrix)_data;
}
else if (_data.Type == AbstractDataset.DataType.PointSet)
{
mat = ((PointSet)_data).GetDistanceMatrix();
}
//Setup our partition with a single cluster, with all points
List <Cluster> clusterList = new List <Cluster> {
new Cluster(0, Enumerable.Range(0, _data.Count).ToList())
};
Partition partition = new Partition(clusterList, _data);
//Dictionary to hold VAT
var vatMap = new Dictionary <int, Tenacity>();
//Dictionary to hold subset array
var subsetMap = new Dictionary <int, int[]>();
while (clusterList.Count < _minK)
{
//Calculate the VAT for all values
foreach (var c in partition.Clusters.Where(c => !vatMap.ContainsKey(c.ClusterId)))
{
//We must calculate a graph for this subset of data
List <int> clusterSubset = c.Points.Select(p => p.Id).ToList();
//Now calculate Vat
LightWeightGraph lwg;
if (_data.Type == AbstractDataset.DataType.Graph)
{
bool[] exclusion = new bool[_data.Count];
for (int i = 0; i < _data.Count; i++)
{
exclusion[i] = true;
}
foreach (var p in c.Points)
{
exclusion[p.Id] = false;
}
lwg = new LightWeightGraph((LightWeightGraph)_data, exclusion);
}
else //Distance matrix or Pointset
{
Debug.Assert(mat != null, "mat != null");
var subMatrix = mat.GetReducedDataSet(clusterSubset);
//Generate our graph
lwg = _graphGen.GenerateGraph(subMatrix.Mat);
}
subsetMap.Add(c.ClusterId, clusterSubset.ToArray());
lwg.IsWeighted = _weighted;
Tenacity v = new Tenacity(lwg, _reassignNodes, _alpha, _beta);
_vatNodeRemovalOrder = v.NodeRemovalOrder;
_vatNumNodesRemoved = v.NumNodesRemoved;
if (_hillClimb)
{
v.HillClimb();
}
////VATClust v = new VATClust(subMatrix.Mat, _weighted, _useKnn, _kNNOffset, _alpha, _beta);
vatMap.Add(c.ClusterId, v);
}
meta.AppendLine("All calculated Tenacitys:");
//Now find the minimum vat value
int minVatCluster = 0;
double minVatValue = double.MaxValue;
foreach (var c in vatMap)
{
meta.Append(String.Format("{0} ", c.Value.MinVat));
if (c.Value.MinVat < minVatValue)
{
minVatCluster = c.Key;
minVatValue = c.Value.MinVat;
}
}
meta.AppendLine();
//now merge the partition into the cluster
var minVAT = vatMap[minVatCluster];
var subPartition = minVAT.GetPartition();
var nodeIndexMap = subsetMap[minVatCluster];
meta.AppendFormat("Tenacity: MinTenacity={0}\n", minVAT.MinVat);
meta.AppendFormat("Removed Count:{0} \n", minVAT.NumNodesRemoved);
meta.AppendLine(String.Join(",",
minVAT.NodeRemovalOrder.GetRange(0, minVAT.NumNodesRemoved).Select(c => nodeIndexMap[c])));
partition.MergeSubPartition(subPartition, nodeIndexMap, minVatCluster);
vatMap.Remove(minVatCluster);
subsetMap.Remove(minVatCluster);
}
partition.MetaData = meta.ToString();
return(partition);
}
