Example #1
0
 // (max)value of an abstract state A = max_{conc state s \in A} max_{t \in succ(s)} maxvalue(B|t \in B)
 private double doLocalValueIteration(int k, List<Set<int>> abstractMap, List<double> absValue, bool isMax)
 {
     double diff = 1.0;
     double epsilon = 0.01;
     double alpha = 0.9;
     double newv;
     Dictionary<int,double> value = new Dictionary<int,double>();
     foreach (int srcStateId in abstractMap[k])
         value.Add(srcStateId,absValue[k]);
     Set<int> valueKeys = new Set<int>(value.Keys);
     while (diff > epsilon)
     {
         diff = 0.0;
         foreach (int stateHash in valueKeys)
         {                    
             if (activeEdges.ContainsKey(stateHash))
             {
                 newv = Math.Min(value[stateHash], alpha * findMax(activeEdges[stateHash],value,k,abstractMap,absValue));
                 diff = Math.Max(diff,Math.Abs(newv - value[stateHash]));
                 value[stateHash] = newv;
             }
             else if (passiveEdges.ContainsKey(stateHash))
             {
                 newv = Math.Min(value[stateHash], alpha * findExpectedValue(passiveEdges[stateHash],value,k,abstractMap,absValue));
                 diff = Math.Max(diff,Math.Abs(newv - value[stateHash]));
                 value[stateHash] = newv;
             }                    
         }
     }
     Set<double> vals = new Set<double>(value.Values);
     return (isMax? vals.Maximum():vals.Minimum());
 }