public MarkovChain()
{
Mouse1 = new MarkovState
{
Coords = Event.Start.EventCoords,
EmptyStepCount = 0,
CurrentEvent = Event.Start
};
Mouse2 = new MarkovState
{
Coords = Event.Start.EventCoords,
EmptyStepCount = 0,
CurrentEvent = Event.Start
};
States.Enqueue(new List<MarkovState>{Mouse1, Mouse2});
}
private void TryAddEvent(MarkovState state, MarkovState newState)
{
if (state.EmptyStepCount >= MaxEmptySize)
return;
if (state.CurrentEvent.Type == Event.EventType.StartEvent)
{
state.EventsProbability.Add(newState, 1);
return;
}
var prob = GetMoveProbability(state.Coords, newState.Coords, newState.CurrentEvent.Type);
state.EventsProbability.Add(newState, prob);
}
private List<MarkovState> GenerateWay(MarkovState state)
{
var way = new List<MarkovState>();
for(int i = 0; i < OutputLength && state != null && state.CurrentEvent.Type != Event.EventType.StartEvent; i++)
{
way.Add(state);
state = state.PreviousState;
}
way.Reverse();
return way;
}
private void TryAddEmptyEvent(MarkovState state, List<MarkovState> outMarkovStates)
{
if (state.EmptyStepCount >= MaxEmptySize)
return;
var newState = new MarkovState
{
Coords = state.Coords,
EmptyStepCount = state.EmptyStepCount + 1,
CurrentEvent = Event.Empty,
PreviousState = state
};
outMarkovStates.Add(newState);
state.EventsProbability.Add(newState, EmptyPenalty);
}
public Tuple<List<MarkovState>, List<MarkovState>> NextStep(IEnumerable<Event> currentEvents)
{
var currentStates = States.Last();
var newStates = new List<MarkovState>();
foreach (var state in currentStates)
{
TryAddEmptyEvent(state, newStates);
}
foreach (var newEvent in currentEvents)
{
var newState = new MarkovState
{
Coords = newEvent.EventCoords,
CurrentEvent = newEvent,
EmptyStepCount = 0
};
newStates.Add(newState);
foreach (var state in currentStates)
{
TryAddEvent(state, newState);
}
}
States.Enqueue(newStates);
if(States.Count <= MaxQueueSize)
return Tuple.Create(new List<MarkovState>(), new List<MarkovState>());
var graph = GenerateGraph();
var ways = MaxFlowMinCost<MarkovState>.GetMinCostSize2Flow(graph.Start1, graph.Start2, graph.End);
for (int i = 1; i < ways.Item1.Count - 1; i++)
{
ways.Item1[i].PreviousState = ways.Item1[i - 1];
}
for (int i = 1; i < ways.Item2.Count - 1; i++)
{
ways.Item2[i].PreviousState = ways.Item2[i - 1];
}
Mouse1 = ways.Item1[1];
Mouse2 = ways.Item2[1];
var way1 = GenerateWay(ways.Item1[ways.Item1.Count - 2]);
var way2 = GenerateWay(ways.Item2[ways.Item2.Count - 2]);
States.Dequeue();
return Tuple.Create(way1, way2);
}
