Java数据结构队列

时间:2024-04-10 14:02:42

队列(Queue)
 

概念

队列的使用

注意:Queue是个接口,在实例化时必须实例化LinkedList的对象,因为LinkedList实现了Queue接口。

import java.util.LinkedList;
import java.util.Queue;

public class Test {
    public static void main(String[] args) {
        Queue<Integer> q = new LinkedList<>();
        q.offer(1);
        q.offer(2);
        q.offer(3);
        q.offer(4);
        q.offer(5); // 从队尾入队列
        System.out.println(q.size());
        System.out.println(q.peek()); // 获取队头元素
        q.poll();
        System.out.println(q.poll()); // 从队头出队列,并将删除的元素返回
        if (q.isEmpty()) {
            System.out.println("队列空");
        } else {
            System.out.println(q.size());
        }
    }
}

队列的模拟实现

队列中既然可以存储元素,那底层肯定要有能够保存元素的空间,通过前面线性表的学习了解到常见的空间类型有两种:顺序结构(数组) 和 链式结构

队列的实现使用顺序结构还是链式结构好?

public class MyQueue {
    static class ListNode {
        public int val;
        public ListNode prev;
        public ListNode next;

        public ListNode(int val) {
            this.val = val;
        }
    }

    public ListNode head;
    public ListNode last;

    //尾插
    public void offer(int val) {
        ListNode node = new ListNode(val);
        if (head == null) {
            head = last = node;
        } else {
            last.next = node;
            node.prev = last;
            last = last.next;
        }
    }

    //头删
    public int poll() {
        if (head == null) {
            return -1;
        }
        int ret = head.val;
        if (head.next == null) {
            head = null;
            last = null;
        } else {
            head = head.next;
            head.prev = null;
        }
        return ret;
    }

    public int peek() {
        if (head == null) {
            return -1;
        }
        int ret = head.val;
        return ret;
    }
}

循环队列

实际中我们有时还会使用一种队列叫循环队列。如操作系统课程讲解生产者消费者模型时可以就会使用循环队列。环形队列通常使用数组实现。

如何区分空与满

1. 通过添加 size 属性记录

空:size=0    满:us=数组长度

2. 保留一个位置(浪费一个空间)(下面的设计循环队列用的就是此方法)

相遇就是空 满:last的下一个是first
3. 使用标记

Boolean flag

数组下标循环的小技巧

1. 下标最后再往后(offset 小于 array.length): index = (index + offset) % array.length

 

2. 下标最前再往前(offset 小于 array.length): index = (index + array.length - offset) % array.length

设计循环队列

class MyCircularQueue {

    public int[] elem;
    public int first;
    public int last;

    public MyCircularQueue(int k) {
        elem = new int[k];
    }

    public boolean enQueue(int value) {
        if (isFull()) {
            return false;
        }
        elem[last] = value;
        last = (last + 1) % elem.length;
        return true;
    }

    public boolean deQueue() {
        if (isEmpty()) {
            return false;
        }
        first = (first + 1) % elem.length;
        return true;
    }

    //得到队头元素
    public int Front() {
        if (isEmpty()) {
            return -1;
        }
        return elem[first];
    }

    //得到队尾元素
    public int Rear() {
        if (isEmpty()) {
            return -1;
        }
        int index = (last == 0) ? elem.length - 1 : last - 1;
        return elem[index];
    }

    public boolean isEmpty() {
        return first == last;
    }

    public boolean isFull() {
        return (last + 1) % elem.length == first;
    }
}

/**
 * Your MyCircularQueue object will be instantiated and called as such:
 * MyCircularQueue obj = new MyCircularQueue(k);
 * boolean param_1 = obj.enQueue(value);
 * boolean param_2 = obj.deQueue();
 * int param_3 = obj.Front();
 * int param_4 = obj.Rear();
 * boolean param_5 = obj.isEmpty();
 * boolean param_6 = obj.isFull();
 */

将elem = new int[k];改为elem = new int[k+1];即可

双端队列

双端队列(deque)是指允许两端都可以进行入队和出队操作的队列,deque 是 “double ended queue” 的简称。那就说明元素可以从队头出队和入队,也可以从队尾出队和入队

Deque是一个接口,使用时必须创建LinkedList的对象。

在实际工程中,使用Deque接口是比较多的,栈和队列均可以使用该接口

Deque<Integer> stack = new ArrayDeque<>();//双端队列的线性实现
Deque<Integer> queue = new LinkedList<>();//双端队列的链式实现

面试题

1.用队列实现栈

import java.util.LinkedList;
import java.util.Queue;

class MyStack {

    public Queue<Integer> queue1;
    public Queue<Integer> queue2;

    public MyStack() {
        queue1 = new LinkedList<>();
        queue2 = new LinkedList<>();
    }

    public void push(int x) {
        if (empty()) {
            queue1.offer(x);
            return;
        }
        if (!queue1.isEmpty()) {
            queue1.offer(x);
        } else {
            queue2.offer(x);
        }
    }

    public int pop() {
        if (empty()) {
            return -1;
        }
        if (!queue1.isEmpty()) {
            int size = queue1.size();
            for (int i = 0; i < size - 1; i++) {
                queue2.offer(queue1.poll());
            }
            return queue1.poll();
        } else {
            int size = queue2.size();
            for (int i = 0; i < size - 1; i++) {
                queue1.offer(queue2.poll());
            }
            return queue2.poll();
        }
    }

    public int top() {
        if (empty()) {
            return -1;
        }
        if (!queue1.isEmpty()) {
            int size = queue1.size();
            int ret = -1;
            for (int i = 0; i < size; i++) {
                ret = queue1.poll();
                queue2.offer(ret);
            }
            return ret;
        } else {
            int size = queue2.size();
            int ret = -1;
            for (int i = 0; i < size; i++) {
                ret = queue2.poll();
                queue1.offer(ret);
            }
            return ret;
        }
    }

    public boolean empty() {
        return queue1.isEmpty() && queue2.isEmpty();
    }
}

/**
 * Your MyStack object will be instantiated and called as such:
 * MyStack obj = new MyStack();
 * obj.push(x);
 * int param_2 = obj.pop();
 * int param_3 = obj.top();
 * boolean param_4 = obj.empty();
 */

2.用栈实现队列

import java.util.Stack;

class MyQueue {

    public Stack<Integer> s1;
    public Stack<Integer> s2;

    public MyQueue() {
        s1 = new Stack<>();
        s2 = new Stack<>();
    }

    public void push(int x) {
        s1.push(x);
    }

    public int pop() {
        // 两个栈都是空 意味着 队列为空
        if (empty()) {
            return -1;
        }
        if (s2.empty()) {
            while (!s1.empty()) {
                s2.push(s1.pop());
            }
        }
        return s2.pop();
    }

    public int peek() {
        if (empty()) {
            return -1;
        }
        if (s2.empty()) {
            while (!s1.empty()) {
                s2.push(s1.pop());
            }
        }
        return s2.peek();
    }

    // 判断模拟实现的队列是否为空
    public boolean empty() {
        return s1.empty() && s2.empty();

    }
}

/**
 * Your MyQueue object will be instantiated and called as such:
 * MyQueue obj = new MyQueue();
 * obj.push(x);
 * int param_2 = obj.pop();
 * int param_3 = obj.peek();
 * boolean param_4 = obj.empty();
 */