public Dictionary <int, List <int[]> > GetPermutations(
Dictionary <int, int[]> randomPermutationPool, int lHashTable, int bKeysPerTable)
{
List <int> possibleIndexes = randomPermutationPool.Keys.ToList(); /*[0, poolcount]*/
/*Find the unconditional entropy for every permutation*/
Dictionary <int, double> entropy = new Dictionary <int, double>();
foreach (KeyValuePair <int, int[]> pair in randomPermutationPool)
{
double ent = MathUtility.CalculateEntropy(pair.Value);
entropy.Add(pair.Key, ent);
}
/*Order the permutations in order to find highest unconditional entropy permutations*/
IOrderedEnumerable <KeyValuePair <int, double> > orderedEntropy = entropy.OrderByDescending(pair => pair.Value);
/*For each of the L groups assign initial permutation*/
Dictionary <int, List <int[]> > lGroups = new Dictionary <int, List <int[]> >();
int count = 0;
foreach (KeyValuePair <int, double> ordered in orderedEntropy)
{
if (count < lHashTable)
{
lGroups.Add(count, new List <int[]>());
lGroups[count].Add(randomPermutationPool[ordered.Key]);
possibleIndexes.Remove(ordered.Key);
}
else
{
break;
}
count++;
}
return(this.ExtractLGroups(randomPermutationPool, bKeysPerTable, possibleIndexes, lGroups));
}
public Dictionary <int, List <int[]> > GetPermutations(Dictionary <int, int[]> randomPermutationPool, int lHashTable, int bKeysPerTable)
{
List <int> possibleIndexes = randomPermutationPool.Keys.ToList(); /*[0, poolcount]*/
/*Find the unconditional entropy for every permutation*/
Dictionary <int, double> entropy = new Dictionary <int, double>();
foreach (KeyValuePair <int, int[]> pair in randomPermutationPool)
{
double ent = MathUtility.CalculateEntropy(pair.Value);
entropy.Add(pair.Key, ent);
}
/*Order the permutations in order to find highest unconditional entropy permutations*/
IOrderedEnumerable <KeyValuePair <int, double> > order = entropy.OrderByDescending(pair => pair.Value);
/*For each of the L groups assign initial permutation*/
Dictionary <int, List <int[]> > lGroups = new Dictionary <int, List <int[]> >();
int count = 0;
foreach (KeyValuePair <int, double> ordered in order)
{
if (count < lHashTable)
{
lGroups.Add(count, new List <int[]>());
lGroups[count].Add(randomPermutationPool[ordered.Key]);
possibleIndexes.Remove(ordered.Key);
}
else
{
break;
}
count++;
}
/*Summed accros selection*/
while (true)
{
double minMutualInfo = double.MaxValue;
int permIndex = -1;
int lGroupIndex = -1;
foreach (int permutationIndex in possibleIndexes)
{
int groupcount = 0;
foreach (KeyValuePair <int, List <int[]> > group in lGroups)
{
/*Check if there is space in set G of L, for a new permutation added to B Keys*/
if (group.Value.Count >= bKeysPerTable)
{
groupcount++;
continue;
}
double totalMinMutualInfo = 0;
foreach (int[] groupMember in group.Value)
{
totalMinMutualInfo += MathUtility.MutualInformation(randomPermutationPool[permutationIndex], groupMember);
}
/*Actual summed accross selection*/
if (minMutualInfo > totalMinMutualInfo)
{
minMutualInfo = totalMinMutualInfo;
permIndex = permutationIndex;
lGroupIndex = groupcount;
}
groupcount++;
}
}
if (Math.Abs(minMutualInfo - double.MaxValue) < Epsilon && permIndex == -1 && lGroupIndex == -1)
{
break;
}
lGroups[lGroupIndex].Add(randomPermutationPool[permIndex]);
possibleIndexes.Remove(permIndex);
}
return(lGroups);
}