迷宫求解算法(java版)

迷宫求解算法一直是算法学习的经典,实现自然也是多种多样,包括动态规划,递归等实现,这里我们使用穷举求解,加深对栈的理解和应用

定义Position类用于存储坐标点

起点坐标为(1,1),终点坐标为(8,8)
地图打印在最下面

class Position {
    private int px;
    private int py;
    public Position(int px, int py) {
        this.px = px;
        this.py = py;
    }
    public int getPx() {
        return px;
    }
    public void setPx(int px) {
        this.px = px;
    }
    public int getPy() {
        return py;
    }
    public void setPy(int py) {
        this.py = py;
    }
}

这里我们简单介绍下move()函数

move函数分别向四个方向移动,然后将可行的path入栈.
注意,这里栈元素中每个栈元素Position都是new出来的,栈中存的是reference,
注意看下面这种写法:

currentPosition.setPy(currentPosition.getPy()+1);
stacks.push(currentPosition);

这种写法一度让我陷入困惑,因为pop出来的Position都是一样的,原因大家可能应该明白了。。。

 public void move() {
        if (moveRight()) {
            Position temp = new Position(currentPosition.getPx() + 1, currentPosition.getPy());
            test.add(temp);
            stacks.push(temp);
        } else if (moveBottom()) {
            Position temp = new Position(currentPosition.getPx(), currentPosition.getPy() + 1);
            test.add(temp);
            stacks.push(temp);
        } else if (moveTop()) {
            Position temp = new Position(currentPosition.getPx(), currentPosition.getPy() - 1);
            test.add(temp);
            stacks.push(temp);
        } else if (moveLeft()) {
            Position temp = new Position(currentPosition.getPx() - 1, currentPosition.getPy());
            test.add(temp);
            stacks.push(temp);
        } else {
            currentPosition = stacks.pop();//若当前位置四个方向都走不通,则将当前位置出栈,继续遍历上一节点
        }
    }

整体代码

class Position {
    private int px;
    private int py;
    public Position(int px, int py) {
        this.px = px;
        this.py = py;
    }
    public int getPx() {
        return px;
    }
    public void setPx(int px) {
        this.px = px;
    }
    public int getPy() {
        return py;
    }
    public void setPy(int py) {
        this.py = py;
    }
}
public class Maze {
    private final Position start;//迷宫的起点final
    private final Position end;//迷宫的终点final
    private ArrayList<String> footPrint;//足迹
    private ArrayList<Position> test;
    private MyStack<Position> stacks;//自定义栈(也可以用java.util中的Stack栈)若想了解MyStack的实现,可以参考我的另一篇博客
    private Position currentPosition;//定义当前位置
    public Maze() {//集合,栈的初始化工作
        start = new Position(1, 1);
        end = new Position(8, 8);
        currentPosition = start;
        stacks = new MyStack<>();
        test = new ArrayList<>();
    }
    public static final int map[][] = //定义地图10*10的方格
            {{1, 1, 1, 1, 1, 1, 1, 1, 1, 1},
            {1, 0, 0, 1, 0, 0, 0, 1, 0, 1},
            {1, 0, 0, 1, 0, 0, 0, 1, 0, 1},
            {1, 0, 0, 0, 0, 1, 1, 0, 0, 1},
            {1, 0, 1, 1, 1, 0, 0, 0, 0, 1},
            {1, 0, 0, 0, 1, 0, 0, 0, 0, 1},
            {1, 0, 1, 0, 0, 0, 1, 0, 0, 1},
            {1, 0, 1, 1, 1, 0, 1, 1, 0, 1},
            {1, 1, 0, 0, 0, 0, 0, 0, 0, 1},
            {1, 1, 1, 1, 1, 1, 1, 1, 1, 1}};
    public static void printMap() {//打印地图
        for (int i = 0; i < 10; i++) {
            for (int j = 0; j < 10; j++) {
                if (map[i][j] == 1) System.out.print(" ■");
                else System.out.print("  ");
            }
            System.out.println();
        }
    }
    public boolean moveTop() {//上移
        String s = currentPosition.getPx() + "" + (currentPosition.getPy() - 1);
        if ((map[currentPosition.getPx()][currentPosition.getPy() - 1] != 1) & !isArrived(s)) {
            footPrint.add(s);
            return true;
        }
        return false;
    }
    public boolean moveRight() {//右移
        String s = (currentPosition.getPx() + 1) + "" + currentPosition.getPy();
        if (map[currentPosition.getPx() + 1][currentPosition.getPy()] != 1 & !isArrived(s)) {
            footPrint.add(s);
            return true;
        }
        return false;
    }
    public boolean moveBottom() {//下移
        String s = currentPosition.getPx() + "" + (currentPosition.getPy() + 1);
        if ((map[currentPosition.getPx()][currentPosition.getPy() + 1] != 1) & !isArrived(s)) {
            footPrint.add(s);
            return true;
        }
        return false;
    }
    public boolean moveLeft() {//左移
        String s = (currentPosition.getPx() - 1) + "" + currentPosition.getPy();
        if ((map[currentPosition.getPx() - 1][currentPosition.getPy()] != 1) & !isArrived(s)) {
            footPrint.add(s);
            return true;
        }
        return false;
    }
    public boolean isArrived(String position) {//判断当前位置是否已经到打过
        return footPrint.contains(position);
    }
    public void move() {//move函数分别向四个方向移动,然后将可行的path入栈
        if (moveRight()) {
            Position temp = new Position(currentPosition.getPx() + 1, currentPosition.getPy());
            test.add(temp);
            stacks.push(temp);
        } else if (moveBottom()) {
            Position temp = new Position(currentPosition.getPx(), currentPosition.getPy() + 1);
            test.add(temp);
            stacks.push(temp);
        } else if (moveTop()) {
            Position temp = new Position(currentPosition.getPx(), currentPosition.getPy() - 1);
            test.add(temp);
            stacks.push(temp);
        } else if (moveLeft()) {
            Position temp = new Position(currentPosition.getPx() - 1, currentPosition.getPy());
            test.add(temp);
            stacks.push(temp);
        } else {
            currentPosition = stacks.pop();//若当前位置四个方向都走不通,则将当前位置出栈,继续遍历上一节点
        }
    }
    public static void main(String[] args) {
        Maze m = new Maze();
        m.footPrint = new ArrayList<>();
        m.footPrint.add("11");
        m.stacks.push(m.start);
        while (m.currentPosition.getPx() != 8 || m.currentPosition.getPy() != 8) {
            m.move();
        }
        printMap();
        System.out.println("下面是足迹,长度是:" + m.footPrint.size());
        m.printFootPrint();
    }
    public void printFootPrint() {
        for (int i = 0; i < footPrint.size(); i++) {
            System.out.print(footPrint.get(i) + ",");
        }
        System.out.println();
    }
}

《迷宫求解算法(java版)》

大家可能会疑惑,为什么足迹是不连续的(例如:21,12)两个位置是走不通的,是因为在path遍历过程中存在跳栈,既当前位置走不通便会将当前位置的Position出栈(stacks.pop),然后继续上一节点遍历。

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    原文作者:sunxiaohang
    原文地址: https://segmentfault.com/a/1190000008949266
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