コード例 #1
0
        public virtual int AlphaBeta(Position p, int depth, int alpha, int beta, double extension, MoveList pv, long Zkey, int move)
        {

            if (nodecount[1] + nodecount[0] > NODELIMIT)  //wenn Knotenlimit überschritten, gehe zu Exception
            {
                throw new TooManyNodesException();
            }

            if (depth < maxDepth)
            {
                maxDepth = depth;
            }

            p.makeMove(move);
            nodecount[0] += 1;
            int hashflag = HASHALPHA;

            //letzte Bits des Keys in Index umwandeln
            int index = (int)Zkey & (HASHSIZE - 1);

            //Hash Tables
            hvalue = -1;
            bestMove = -1;
            newbeta = beta;
            newalpha = alpha;
            if (HashTable2[index].key == Zkey)
            {
                if (HashTable2[index].depth >= (depth + extension))
                {
                    if (HashTable2[index].flag == HASHEXACT)
                    {
                        hvalue = HashTable2[index].value_Renamed;
                    }
                    if (HashTable2[index].flag == HASHALPHA && HashTable2[index].value_Renamed <= alpha)
                    {
                        hvalue = alpha;
                    }
                    if (HashTable2[index].flag == HASHALPHA && HashTable2[index].value_Renamed < beta)
                    {
                        newbeta = HashTable2[index].value_Renamed;
                    }
                    if (HashTable2[index].flag == HASHBETA && HashTable2[index].value_Renamed >= beta)
                    {
                        hvalue = beta;
                    }
                    if (HashTable2[index].flag == HASHBETA && HashTable2[index].value_Renamed > alpha)
                    {
                        newalpha = HashTable2[index].value_Renamed;
                    }
                }

                bestMove = HashTable2[index].move;
            }
            if (HashTable1[index].key == Zkey)
            {
                if (HashTable1[index].depth >= (depth + extension))
                {
                    if (HashTable1[index].flag == HASHEXACT)
                    {
                        hvalue = HashTable1[index].value_Renamed;
                    }
                    if (HashTable1[index].flag == HASHALPHA && HashTable1[index].value_Renamed <= alpha)
                    {
                        hvalue = alpha;
                    }
                    if (HashTable1[index].flag == HASHALPHA && HashTable1[index].value_Renamed < beta)
                    {
                        newbeta = HashTable1[index].value_Renamed;
                    }
                    if (HashTable1[index].flag == HASHBETA && HashTable1[index].value_Renamed >= beta)
                    {
                        hvalue = beta;
                    }
                    if (HashTable1[index].flag == HASHBETA && HashTable1[index].value_Renamed > alpha)
                    {
                        newalpha = HashTable1[index].value_Renamed;
                    }
                }
                bestMove = HashTable1[index].move;
            }
            if (HashTable3[index].key == Zkey)
            {
                hvalue = HashTable3[index].value_Renamed;
            }
            beta = newbeta;
            alpha = newalpha;
            if (hvalue != -1)
            {
                pv.length = 0;
                return hvalue;
            }

            MoveList mypv = new MoveList();

            //entschiedene Positionen
            if (p.isWon(!p.toMove, move))
            {
                pv.length = 0;
                addHashEntries(Zkey, index, depth + extension, -1000 + p.numberOfDiscs(), HASHEXACT, -1);
                return -1000 + p.numberOfDiscs();
            }

            if (p.Draw)
            {
                pv.length = 0;
                addHashEntries(Zkey, index, depth + extension, 0, HASHEXACT, -1);
                return 0;
            }

            //Eröffnungsbuchzugriff
            if (opening)
            {
                if (p.numberOfDiscs() <= 8)
                {
                    value_Renamed = searchBook(p);
                    if (value_Renamed != -1)
                    {
                        pv.length = 0;
                        addHashEntries(Zkey, index, depth + extension, value_Renamed, HASHEXACT, -1);
                        return value_Renamed;
                    }
                }
            }

            //Interior Node Recognition
            firstFreeColumn = -1;
            secondFreeColumn = -1;
            freeColumns = 0;
            for (int i = 0; i < 7; i++)
            {
                if (p.height[i] != 6)
                {
                    freeColumns += 1;
                    if (freeColumns == 3)
                        break;
                    if (freeColumns == 1)
                        firstFreeColumn = i;
                    if (freeColumns == 2)
                        secondFreeColumn = i;
                }
            }

            //Wenn nur mehr wenige Spalten frei sind (Ende des Spieles)
            if (freeColumns == 1 || (freeColumns == 2 && (secondFreeColumn - firstFreeColumn >= 4)))
            {
                if (acuteThreat(p, p.toMove) == -1 && acuteThreat(p, !p.toMove) == -1)
                {
                    value_Renamed = evaluate(p, true);
                    pv.length = 0;
                    addHashEntries(Zkey, index, depth + extension, value_Renamed, HASHEXACT, -1);
                    return value_Renamed;
                }
            }


            if (depth <= (0 - extension))
            {
                int akut2 = acuteThreat(p, p.toMove);
                if (akut2 != -1)
                {
                    pv.length = 0;
                    addHashEntries(Zkey, index, depth + extension, 1000 - p.numberOfDiscs() - 1, HASHEXACT, -1);
                    return 1000 - p.numberOfDiscs() - 1;
                }
                int akut = acuteThreat(p, !p.toMove);
                if (akut == -1)
                {
                    pv.length = 0;
                    int val = evaluate(p, false);
                    addHashEntries(Zkey, index, depth + extension, val, HASHEXACT, -1);
                    return val;
                }
                extension += 2;
                Zkey = Zkey ^ (p.toMove ? zobristKeys[akut][0] : zobristKeys[akut][1]);
                int value_Renamed = -AlphaBeta(p, depth - 1, -beta, -alpha, extension, mypv, Zkey, akut);
                p.undoMove(akut);
                Zkey = Zkey ^ (p.toMove ? zobristKeys[akut][0] : zobristKeys[akut][1]);
                if (value_Renamed >= beta)
                {
                    addHashEntries(Zkey, index, depth + extension - 2, beta, HASHBETA, -1);
                    return beta;
                }
                if (value_Renamed > alpha)
                {
                    hashflag = HASHEXACT;
                    alpha = value_Renamed;
                    pv.First = new MoveListElement(akut);
                    if (mypv.length != 0)
                    {
                        pv.Rest = mypv;
                    }
                    pv.length = mypv.length + 1;
                }
                addHashEntries(Zkey, index, depth + extension - 2, alpha, hashflag, -1);
                return alpha;
            }

            int[] moves = generateMoves(p, searchDepth - depth);
            sort(moves, p);  //Sortiert Züge nach Feldgewichten und nach dem besten Zug aus den Hash Tables

            //Suchvertiefung
            for (int i = 0; i < moves[7]; i++)
            {
                Zkey = Zkey ^ (p.toMove ? zobristKeys[moves[i]][0] : zobristKeys[moves[i]][1]);
                value_Renamed = -AlphaBeta(p, depth - 1, -beta, -alpha, extension, mypv, Zkey, moves[i]);
                p.undoMove(moves[i]);
                Zkey = Zkey ^ (p.toMove ? zobristKeys[moves[i]][0] : zobristKeys[moves[i]][1]);
                if (value_Renamed >= beta)
                {
                    addHashEntries(Zkey, index, depth + extension, value_Renamed, HASHBETA, moves[i]);
                    return beta;
                }
                if (value_Renamed > alpha)
                {
                    hashflag = HASHEXACT;
                    alpha = value_Renamed;
                    pv.First = new MoveListElement(moves[i]);
                    if (mypv.length != 0)
                    {
                        pv.Rest = mypv;
                    }
                    pv.length = mypv.length + 1;
                }
            }
            addHashEntries(Zkey, index, depth + extension, alpha, hashflag, (hashflag == HASHEXACT ? pv.pop() : -1));
            return alpha;
        }
コード例 #2
0
        /*
        *	Für den initialen Aufruf von AlphaBeta gibt es eine spezielle Funktion.
        *	a) Hier wird kein Wert aus den Hash Tables, aus dem Eröffnungsbuch oder aus einer Form von Evaluation übernommen,
        *	da man sonst 0 Level im Suchbaum und demzufolge keine PV, also auch keinen besten Zug erhält.
        *	b) Hier muß nicht auf gewonnene oder unentschiedene Positionen getestet werden, da playGame() solche Stellungen abfängt.
        *	c) Hier wird kein Zug-Argument übergeben. Diese Methode stellt stets den Wurzelknoten dar.
        */

        public virtual int StartAlphaBeta(Position p, int depth, int alpha, int beta, double extension, MoveList pv, long Zkey)
        {                        
            nodecount[0] += 1;
            int hashflag = HASHALPHA;

            //letzte Bits des Keys in Index umwandeln
            int index = (int)Zkey & (HASHSIZE - 1);
           
            //Hashtables zugriff
            bestMove = -1;
            if (HashTable1[index].key == Zkey) //HashTable 1 suchen
            {
                bestMove = HashTable1[index].move;
            }
            if (HashTable2[index].key == Zkey) //in HashTable 2 suchen
            {
                bestMove = HashTable2[index].move;
            }
           
            MoveList mypv = new MoveList();

            int[] moves = generateMoves(p, searchDepth - depth);    //mögliche Züge generieren
            sort(moves, p);     //Sortiert Züge nach Feldgewichten und nach dem besten Zug aus den Hash Tables 
          
            for (int i = 0; i < moves[7]; i++)  //moves[7] = Anzahl der möglichen Züge
            {
                Zkey = Zkey ^ (p.toMove == Position.WHITE ? zobristKeys[moves[i]][0] : zobristKeys[moves[i]][1]);
                value_Renamed = -AlphaBeta(p, depth - 1, -beta, -alpha, extension, mypv, Zkey, moves[i]);
                p.undoMove(moves[i]);
                Zkey = Zkey ^ (p.toMove == Position.WHITE ? zobristKeys[moves[i]][0] : zobristKeys[moves[i]][1]);
                if (value_Renamed >= beta)
                {
                    addHashEntries(Zkey, index, depth + extension, value_Renamed, HASHBETA, moves[i]);
                    return beta;
                }
                if (value_Renamed > alpha)
                {
                    hashflag = HASHEXACT;
                    alpha = value_Renamed;
                    pv.First = new MoveListElement(moves[i]);
                    if (mypv.length != 0)
                    {
                        pv.Rest = mypv;
                    }
                    pv.length = mypv.length + 1;
                }
            }
            addHashEntries(Zkey, index, depth + extension, alpha, hashflag, (hashflag == HASHEXACT ? pv.pop() : -1));
            return alpha;
        }
コード例 #3
0
        /*
         * 
        *	Hauptmethode des Computerspielers, die eine Position annimmt und einen Zug zurückgibt.
        *	Sie kapselt den Alpha-Beta-Algorithmus.
        */

        public override int returnMove(Position arg)
        {
            //Spielfeld übernehmen
            Position p = new Position(arg);
           
            //Startwerte für das Iterative Deepening
            nodecount[1] = savedSum;
            int lastRoundMove = -1;
            int lastRoundValue = -1000;
            int bestFoundValue = 0;                 // Bewertung des besten Zuges
            searchDepth = 1;                        //aktuelle Suchtiefe
            int alpha = -10000;
            int beta = 10000;
            MoveList pv = new MoveList();
            bool repeated = false;

            //Zobrist-Key erstellen
            long Zkey = 0;
            for (int i = 0; i < 42; i++)
            {
                if ((p.whiteDiscs & (0x0000000000400000L << i)) == (0x0000000000400000L << i))
                {
                    Zkey = Zkey ^ zobristKeys[i][0]; //^ = XOR
                }
                else if ((p.blackDiscs & (0x0000000000400000L << i)) == (0x0000000000400000L << i))
                {
                    Zkey = Zkey ^ zobristKeys[i][1];
                }
            }

            //Löschen der HashTables 1 und 2.
            for (int i = 0; i < HASHSIZE; i++)
            {
                HashTable1[i].clear();
                HashTable2[i].clear();
            }

            //feststellen, ob man sich noch in der Eröffnung befindet
            if (bookEnabled && p.numberOfDiscs() < 8)
            {
                opening = true;
            }
            else
            {
                opening = false;
            }

            //Iterative-Deepening-Schleife
            while (!(searchDepth > (42 - p.numberOfDiscs())))
            {

                repeated = false;
                nodecount[0] = 0;
                maxDepth = 100;
                counterrecognized = 0;
                counterevaluated = 0;
                counterhash1 = 0;
                counterhash2 = 0;
                counterhash3 = 0;

                pv = new MoveList();        //Zugliste
                long startTime = 0;
                long duration = 0;

                try
                {
                    //Aspiration Search verlangt ggf. mehrere Anläufe
                    while (true)
                    {                       
                        startTime = (System.DateTime.Now.Ticks - 621355968000000000) / 10000;

                        bestFoundValue = StartAlphaBeta(p, searchDepth, alpha, beta, 0, pv, Zkey);  //Aufruf des eigentlichen Algorithmusses

                        duration = repeated ? duration + (System.DateTime.Now.Ticks - 621355968000000000) / 10000 - startTime : (System.DateTime.Now.Ticks - 621355968000000000) / 10000 - startTime;


                        //Start Aspiration Windows
                        if (bestFoundValue <= alpha && !repeated) //erweitern des Suchfenster nach unten
                        {
                            repeated = true;
                            alpha = -10000;
                            beta = bestFoundValue + 2;
                            continue;
                        }
                        if (bestFoundValue >= beta && !repeated) //erweitern des Suchfensters nach oben
                        {
                            repeated = true;
                            beta = 10000;
                            alpha = bestFoundValue - 2;
                            continue;
                        }
                        if (repeated && (bestFoundValue <= alpha || bestFoundValue >= beta)) //setzen des Suchfensters auf Startwerte
                        {
                            alpha = -10000;
                            beta = 10000;
                            continue;
                        }
                        if (bestFoundValue == 0) //Unentschieden oder Ungeklärte Situation
                        {
                            alpha = bestFoundValue - 2;
                            beta = bestFoundValue + 2;
                        }
                        if (bestFoundValue > 0 && bestFoundValue < 600) //alles offen
                        {
                            alpha = bestFoundValue;
                            beta = bestFoundValue + 2;
                        }
                        if (bestFoundValue < 0 && bestFoundValue > -600) //alles offen für anderen Spieler
                        {
                            alpha = bestFoundValue - 2;
                            beta = bestFoundValue;
                        }
                        if (bestFoundValue > 600) //sicher gewonnen
                        {
                            alpha = bestFoundValue - 1;
                            beta = bestFoundValue + 1;
                        }
                        if (bestFoundValue < -600) //sicher gewonnen für anderen Spieler
                        {
                            alpha = bestFoundValue - 1;
                            beta = bestFoundValue + 1;
                        }
                        //Ende Aspiration Windows
                        break;
                    }
                }
                catch (TooManyNodesException) //max. Anzahl von Knoten überschritten
                {
                    duration = repeated ? duration + (System.DateTime.Now.Ticks - 621355968000000000) / 10000 - startTime : (System.DateTime.Now.Ticks - 621355968000000000) / 10000 - startTime;
                    totalDuration = totalDuration + duration;
                    nodecount[2] = nodecount[2] + nodecount[0];
                    nodecount[1] = nodecount[1] + nodecount[0];                    
                    return lastRoundMove;
                }

                lastRoundMove = pv.pop();
                lastRoundValue = bestFoundValue;
                totalDuration = totalDuration + duration;
                nodecount[2] = nodecount[2] + nodecount[0];
                nodecount[1] = nodecount[1] + nodecount[0];
                int overwritten1 = 0;
                int overwritten2 = 0;
                int overwritten3 = 0;
                for (int i = 0; i < HASHSIZE; i++)
                {
                    if (HashTable1[i].depth != -1)
                    {
                        counterhash1 += 1; overwritten1 += HashTable1[i].overwritten;
                    }
                    if (HashTable2[i].depth != -1)
                    {
                        counterhash2 += 1; overwritten2 += HashTable2[i].overwritten;
                    }
                    if (HashTable3[i].depth != -1)
                    {
                        counterhash3 += 1; overwritten3 += HashTable3[i].overwritten;
                    }
                }

                if (bestFoundValue > 900 || bestFoundValue < -900)
                {
                    break;
                }

                searchDepth += 1;
            }

            if (bestFoundValue < -900)
            {
                if (!opening)
                {
                    return lastRoundMove;
                }
                else
                {
                    //Wenn man in der Eröffnung in einer verlorenen Position ist, löscht man die Hash Tables und sucht ohne Eröffnungsbuch von vorne.
                    bookEnabled = false;
                    savedSum = nodecount[1];
                    for (int i = 0; i < HASHSIZE; i++)
                    {
                        HashTable3[i].clear();
                    }
                    int result = returnMove(p);
                    for (int i = 0; i < HASHSIZE; i++)
                    {
                        HashTable3[i].clear();
                    }
                    savedSum = 0;
                    bookEnabled = true;
                    return result;
                }
            }
            else
            {
               return lastRoundMove;
            }
        }
コード例 #4
0
        /// <summary>
        /// Start a new game
        /// </summary>
        /// <param name="mode"></param>
        public Connect4Game(GameSettings.GAMEMODE mode, int startingPlayer, GameSettings.DIFFICULTY difficulty, GameSettings settings)
        {
            startTime = DateTime.Now;

            RED_PLAYER = settings.RED_PLAYER;
            YELLOW_PLAYER = settings.YELLOW_PLAYER;

            COLUMNS = settings.COLUMNS;
            ROWS = settings.ROWS;

            this.aiStrength = difficulty;

            this.GameMode = mode;

            this.STARTING_PLAYER = startingPlayer;

            this.activePlayer = startingPlayer;

            map = new int[settings.COLUMNS, settings.ROWS];

            switch (GameMode)
            {
                case (GameSettings.GAMEMODE.SinglePlayer):
                    {
                        position = new Position();
                        zuege = new MoveList();
                        comp = new ComputerPlayer(Position.WHITE, "Machine", true, difficulty);

                        this.GameState = GameSettings.GAMESTATE.S_BeforeGame;

                        break;
                    }
                case (GameSettings.GAMEMODE.CPUvsCPU):
                    {
                        position = new Position();
                        zuege = new MoveList();
                        comp = new ComputerPlayer(Position.WHITE, "Machine1", true, difficulty);

                        if (this.STARTING_PLAYER == RED_PLAYER)
                        {
                            this.GameState = GameSettings.GAMESTATE.S_WaitForCPU;
                            this.HUMAN_PLAYER = RED_PLAYER;
                        }
                        else
                        {
                            this.GameState = GameSettings.GAMESTATE.S_WaitForCPU;
                            this.HUMAN_PLAYER = YELLOW_PLAYER;

                        }

                        break;
                    }
                case (GameSettings.GAMEMODE.LocalMultiPlayer):
                    {
                        position = new Position();
                        zuege = new MoveList();

                        this.GameState = GameSettings.GAMESTATE.S_BeforeGame;

                        break;
                    }
                case (GameSettings.GAMEMODE.NetworkGame):
                    {
                        position = new Position();
                        zuege = new MoveList();

                        /*string line = "";
                        using (StreamReader sr = new StreamReader("net.txt"))
                        {
                            string tmp;
                            while ((tmp = sr.ReadLine()) != null)
                            {
                                line = tmp;
                            }
                            sr.Close();
                        }

                        int port = Convert.ToInt32(line.Split(',')[0]);
                        string ip = line.Split(',')[1];

                        if (Convert.ToInt32(line.Split(',')[2]) == 2)
                        {
                            netStartPlayer = 1;
                        }
                        else
                        {
                            netStartPlayer = 2;
                        }

                        NetGame = new Networking(port, ip);*/
                        this.GameState = GameSettings.GAMESTATE.S_WaitForConnection;

                        break;
                    }
            }
        }
コード例 #5
0
        /// <summary>
        /// Returns an array containing the stone-numbers of the winner  
        /// </summary>
        /// <param name="value">Return value of position.isWonPos()</param>
        /// <param name="tempzuege">Movelist</param>
        /// <returns></returns>
        public int[] isWonConvert(long value, MoveList tempzuege)
        {
            int[] winmoves = new int[4];
            int[] winlist = new int[4];
            int[] zuegearray = new int[tempzuege.length];
            int j = 0;
            string wonpos = Convert.ToString(value, 2);
            for (int i = wonpos.Length - 22; i >= 0; i--)
            {
                if (String.Compare(wonpos[i].ToString(), "1") == 0)
                {
                    winmoves[j] = wonpos.Length - 23 - i;
                    j++;
                }

            }
            for (int i = 0; i < tempzuege.length; i++)
            {
                zuegearray[i] = tempzuege.first.value_Renamed;
                if (tempzuege.first.next != null) tempzuege.first = tempzuege.first.next;
            }
            j = 0;
            for (int i = 0; i < zuegearray.Length; i++)
            {
                for (int z = 0; z < winmoves.Length; z++)
                {
                    if (zuegearray[i] == winmoves[z])
                    {
                        winlist[j] = i;
                        j++;
                    }
                }
            }

            // Divide by two, because only 21 stones exist per color
            for(int i = 0; i < winlist.Length; i++)
            {
                winlist[i] = winlist[i] / 2;
            }

            return winlist;
        }
コード例 #6
0
        // Free ressources
        public void Dispose()
        {
            position = null;
            comp = null;
            zuege = null;
            AIStarted = false;

            ClearGame();
        }