2022-11-22 17:47:26 +08:00
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comments: true
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---
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# 队列
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「队列 Queue」是一种遵循「先入先出 first in, first out」数据操作规则的线性数据结构。顾名思义,队列模拟的是排队现象,即外面的人不断加入队列尾部,而处于队列头部的人不断地离开。
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我们将队列头部称为「队首」,队列尾部称为「队尾」,将把元素加入队尾的操作称为「入队」,删除队首元素的操作称为「出队」。
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![queue_operations](queue.assets/queue_operations.png)
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2022-11-23 15:50:59 +08:00
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<p align="center"> Fig. 队列的先入先出特性 </p>
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2022-11-22 17:47:26 +08:00
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## 队列常用操作
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队列的常用操作见下表,方法命名需根据编程语言的设定来具体确定。
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2022-11-23 15:50:59 +08:00
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<p align="center"> Table. 队列的常用操作 </p>
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2022-11-22 17:47:26 +08:00
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<div class="center-table" markdown>
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2022-12-05 22:06:31 +08:00
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| 方法 | 描述 |
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| --------- | ---------------------------- |
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| offer() | 元素入队,即将元素添加至队尾 |
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| poll() | 队首元素出队 |
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| front() | 访问队首元素 |
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| size() | 获取队列的长度 |
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| isEmpty() | 判断队列是否为空 |
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2022-11-22 17:47:26 +08:00
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</div>
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我们可以直接使用编程语言实现好的队列类。
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=== "Java"
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```java title="queue.java"
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/* 初始化队列 */
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Queue<Integer> queue = new LinkedList<>();
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/* 元素入队 */
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queue.offer(1);
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queue.offer(3);
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queue.offer(2);
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queue.offer(5);
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queue.offer(4);
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/* 访问队首元素 */
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int peek = queue.peek();
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/* 元素出队 */
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int poll = queue.poll();
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/* 获取队列的长度 */
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int size = queue.size();
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/* 判断队列是否为空 */
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boolean isEmpty = queue.isEmpty();
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```
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=== "C++"
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```cpp title="queue.cpp"
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2022-11-30 03:46:53 +08:00
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/* 初始化队列 */
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queue<int> queue;
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/* 元素入队 */
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queue.push(1);
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queue.push(3);
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queue.push(2);
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queue.push(5);
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queue.push(4);
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/* 访问队首元素 */
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int front = queue.front();
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/* 元素出队 */
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queue.pop();
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/* 获取队列的长度 */
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int size = queue.size();
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/* 判断队列是否为空 */
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bool empty = queue.empty();
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```
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=== "Python"
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```python title="queue.py"
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2022-12-02 00:09:34 +08:00
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""" 初始化队列 """
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2022-12-19 21:38:31 +08:00
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# 在 Python 中,我们一般将双向队列类 deque 看作队列使用
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2022-12-02 00:09:34 +08:00
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# 虽然 queue.Queue() 是纯正的队列类,但不太好用,因此不建议
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que = collections.deque()
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""" 元素入队 """
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que.append(1)
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que.append(3)
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que.append(2)
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que.append(5)
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que.append(4)
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""" 访问队首元素 """
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front = que[0];
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""" 元素出队 """
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pop = que.popleft()
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""" 获取队列的长度 """
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size = len(que)
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""" 判断队列是否为空 """
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is_empty = len(que) == 0
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2022-11-22 17:47:26 +08:00
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```
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2022-12-03 01:31:29 +08:00
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=== "Go"
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2022-12-15 23:30:53 +08:00
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```go title="queue_test.go"
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2022-12-03 20:25:24 +08:00
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/* 初始化队列 */
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// 在 Go 中,将 list 作为队列来使用
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queue := list.New()
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/* 元素入队 */
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queue.PushBack(1)
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queue.PushBack(3)
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queue.PushBack(2)
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queue.PushBack(5)
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queue.PushBack(4)
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2022-12-03 01:31:29 +08:00
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2022-12-03 20:25:24 +08:00
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/* 访问队首元素 */
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peek := queue.Front()
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/* 元素出队 */
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poll := queue.Front()
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queue.Remove(poll)
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/* 获取队列的长度 */
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size := queue.Len()
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/* 判断队列是否为空 */
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isEmpty := queue.Len() == 0
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2022-12-03 01:31:29 +08:00
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```
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=== "JavaScript"
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```js title="queue.js"
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2022-12-05 22:07:41 +08:00
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/* 初始化队列 */
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2022-12-20 21:33:14 +08:00
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// JavaScript 没有内置的队列,可以把 Array 当作队列来使用
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2022-12-05 22:06:31 +08:00
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const queue = [];
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2022-12-05 22:06:31 +08:00
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/* 元素入队 */
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queue.push(1);
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queue.push(3);
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queue.push(2);
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queue.push(5);
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queue.push(4);
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/* 访问队首元素 */
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const peek = queue[0];
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/* 元素出队 */
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2022-12-20 21:33:14 +08:00
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// 底层是数组,因此 shift() 方法的时间复杂度为 O(n)
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2022-12-05 22:06:31 +08:00
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const poll = queue.shift();
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/* 获取队列的长度 */
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const size = queue.length;
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/* 判断队列是否为空 */
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const empty = queue.length === 0;
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2022-12-03 01:31:29 +08:00
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```
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=== "TypeScript"
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```typescript title="queue.ts"
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2022-12-05 22:06:31 +08:00
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/* 初始化队列 */
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2022-12-05 22:56:38 +08:00
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// TypeScript 没有内置的队列,可以把 Array 当作队列来使用
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const queue: number[] = [];
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/* 元素入队 */
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queue.push(1);
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queue.push(3);
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queue.push(2);
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queue.push(5);
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queue.push(4);
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2022-12-03 01:31:29 +08:00
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2022-12-05 22:06:31 +08:00
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/* 访问队首元素 */
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const peek = queue[0];
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/* 元素出队 */
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2022-12-20 21:33:14 +08:00
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// 底层是数组,因此 shift() 方法的时间复杂度为 O(n)
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2022-12-05 22:06:31 +08:00
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const poll = queue.shift();
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/* 获取队列的长度 */
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const size = queue.length;
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/* 判断队列是否为空 */
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const empty = queue.length === 0;
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2022-12-03 01:31:29 +08:00
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```
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=== "C"
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```c title="queue.c"
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```
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=== "C#"
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```csharp title="queue.cs"
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2022-12-23 15:42:02 +08:00
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/* 初始化队列 */
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Queue<int> queue = new();
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/* 元素入队 */
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queue.Enqueue(1);
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queue.Enqueue(3);
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queue.Enqueue(2);
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queue.Enqueue(5);
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queue.Enqueue(4);
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/* 访问队首元素 */
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int peek = queue.Peek();
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/* 元素出队 */
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int poll = queue.Dequeue();
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2022-12-23 15:42:02 +08:00
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/* 获取队列的长度 */
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int size = queue.Count();
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/* 判断队列是否为空 */
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bool isEmpty = queue.Count() == 0;
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2022-12-03 01:31:29 +08:00
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```
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2022-11-22 17:47:26 +08:00
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## 队列实现
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队列需要一种可以在一端添加,并在另一端删除的数据结构,也可以使用链表或数组来实现。
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### 基于链表的实现
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我们将链表的「头结点」和「尾结点」分别看作是队首和队尾,并规定队尾只可添加结点,队首只可删除结点。
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=== "Java"
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```java title="linkedlist_queue.java"
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/* 基于链表实现的队列 */
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class LinkedListQueue {
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private ListNode front, rear; // 头结点 front ,尾结点 rear
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private int queSize = 0;
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public LinkedListQueue() {
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front = null;
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rear = null;
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}
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/* 获取队列的长度 */
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public int size() {
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return queSize;
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}
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/* 判断队列是否为空 */
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public boolean isEmpty() {
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2022-11-30 03:46:53 +08:00
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return size() == 0;
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}
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/* 入队 */
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public void offer(int num) {
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// 尾结点后添加 num
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ListNode node = new ListNode(num);
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// 如果队列为空,则令头、尾结点都指向该结点
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if (front == null) {
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front = node;
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rear = node;
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// 如果队列不为空,则将该结点添加到尾结点后
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} else {
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rear.next = node;
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rear = node;
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}
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queSize++;
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}
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/* 出队 */
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public int poll() {
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2022-11-30 03:46:53 +08:00
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int num = peek();
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// 删除头结点
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front = front.next;
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queSize--;
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return num;
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}
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/* 访问队首元素 */
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public int peek() {
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2022-11-30 03:46:53 +08:00
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if (size() == 0)
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2022-12-20 14:13:21 +08:00
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throw new EmptyStackException();
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return front.val;
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}
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}
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```
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=== "C++"
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```cpp title="linkedlist_queue.cpp"
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2022-11-30 03:46:53 +08:00
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/* 基于链表实现的队列 */
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class LinkedListQueue {
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private:
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ListNode *front, *rear; // 头结点 front ,尾结点 rear
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int queSize;
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public:
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|
LinkedListQueue() {
|
|
|
|
|
front = nullptr;
|
|
|
|
|
rear = nullptr;
|
|
|
|
|
queSize = 0;
|
|
|
|
|
}
|
|
|
|
|
/* 获取队列的长度 */
|
|
|
|
|
int size() {
|
|
|
|
|
return queSize;
|
|
|
|
|
}
|
|
|
|
|
/* 判断队列是否为空 */
|
|
|
|
|
bool empty() {
|
|
|
|
|
return queSize == 0;
|
|
|
|
|
}
|
|
|
|
|
/* 入队 */
|
|
|
|
|
void offer(int num) {
|
|
|
|
|
// 尾结点后添加 num
|
|
|
|
|
ListNode* node = new ListNode(num);
|
|
|
|
|
// 如果队列为空,则令头、尾结点都指向该结点
|
|
|
|
|
if (front == nullptr) {
|
|
|
|
|
front = node;
|
|
|
|
|
rear = node;
|
|
|
|
|
}
|
|
|
|
|
// 如果队列不为空,则将该结点添加到尾结点后
|
|
|
|
|
else {
|
|
|
|
|
rear->next = node;
|
|
|
|
|
rear = node;
|
|
|
|
|
}
|
|
|
|
|
queSize++;
|
|
|
|
|
}
|
|
|
|
|
/* 出队 */
|
|
|
|
|
int poll() {
|
|
|
|
|
int num = peek();
|
|
|
|
|
// 删除头结点
|
|
|
|
|
front = front->next;
|
|
|
|
|
queSize--;
|
|
|
|
|
return num;
|
|
|
|
|
}
|
|
|
|
|
/* 访问队首元素 */
|
|
|
|
|
int peek() {
|
|
|
|
|
if (size() == 0)
|
|
|
|
|
throw out_of_range("队列为空");
|
|
|
|
|
return front->val;
|
|
|
|
|
}
|
|
|
|
|
};
|
2022-11-22 17:47:26 +08:00
|
|
|
|
```
|
|
|
|
|
|
|
|
|
|
=== "Python"
|
|
|
|
|
|
|
|
|
|
```python title="linkedlist_queue.py"
|
2022-12-02 00:09:34 +08:00
|
|
|
|
""" 基于链表实现的队列 """
|
|
|
|
|
class LinkedListQueue:
|
|
|
|
|
def __init__(self):
|
|
|
|
|
self.__front = None # 头结点 front
|
|
|
|
|
self.__rear = None # 尾结点 rear
|
|
|
|
|
self.__size = 0
|
|
|
|
|
|
|
|
|
|
""" 获取队列的长度 """
|
|
|
|
|
def size(self):
|
|
|
|
|
return self.__size
|
|
|
|
|
|
|
|
|
|
""" 判断队列是否为空 """
|
|
|
|
|
def is_empty(self):
|
|
|
|
|
return not self.__front
|
|
|
|
|
|
|
|
|
|
""" 入队 """
|
|
|
|
|
def push(self, num):
|
|
|
|
|
# 尾结点后添加 num
|
|
|
|
|
node = ListNode(num)
|
|
|
|
|
# 如果队列为空,则令头、尾结点都指向该结点
|
|
|
|
|
if self.__front == 0:
|
|
|
|
|
self.__front = node
|
|
|
|
|
self.__rear = node
|
|
|
|
|
# 如果队列不为空,则将该结点添加到尾结点后
|
|
|
|
|
else:
|
|
|
|
|
self.__rear.next = node
|
|
|
|
|
self.__rear = node
|
|
|
|
|
self.__size += 1
|
|
|
|
|
|
|
|
|
|
""" 出队 """
|
|
|
|
|
def poll(self):
|
|
|
|
|
num = self.peek()
|
|
|
|
|
# 删除头结点
|
|
|
|
|
self.__front = self.__front.next
|
|
|
|
|
self.__size -= 1
|
|
|
|
|
return num
|
|
|
|
|
|
|
|
|
|
""" 访问队首元素 """
|
|
|
|
|
def peek(self):
|
|
|
|
|
if self.size() == 0:
|
|
|
|
|
print("队列为空")
|
|
|
|
|
return False
|
|
|
|
|
return self.__front.val
|
2022-11-22 17:47:26 +08:00
|
|
|
|
```
|
|
|
|
|
|
2022-12-03 01:31:29 +08:00
|
|
|
|
=== "Go"
|
|
|
|
|
|
|
|
|
|
```go title="linkedlist_queue.go"
|
2022-12-03 20:25:24 +08:00
|
|
|
|
/* 基于链表实现的队列 */
|
|
|
|
|
type LinkedListQueue struct {
|
|
|
|
|
// 使用内置包 list 来实现队列
|
|
|
|
|
data *list.List
|
|
|
|
|
}
|
|
|
|
|
// NewLinkedListQueue 初始化链表
|
|
|
|
|
func NewLinkedListQueue() *LinkedListQueue {
|
|
|
|
|
return &LinkedListQueue{
|
|
|
|
|
data: list.New(),
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
// Offer 入队
|
|
|
|
|
func (s *LinkedListQueue) Offer(value any) {
|
|
|
|
|
s.data.PushBack(value)
|
|
|
|
|
}
|
|
|
|
|
// Poll 出队
|
|
|
|
|
func (s *LinkedListQueue) Poll() any {
|
|
|
|
|
if s.IsEmpty() {
|
|
|
|
|
return nil
|
|
|
|
|
}
|
|
|
|
|
e := s.data.Front()
|
|
|
|
|
s.data.Remove(e)
|
|
|
|
|
return e.Value
|
|
|
|
|
}
|
|
|
|
|
// Peek 访问队首元素
|
|
|
|
|
func (s *LinkedListQueue) Peek() any {
|
|
|
|
|
if s.IsEmpty() {
|
|
|
|
|
return nil
|
|
|
|
|
}
|
|
|
|
|
e := s.data.Front()
|
|
|
|
|
return e.Value
|
|
|
|
|
}
|
|
|
|
|
// Size 获取队列的长度
|
|
|
|
|
func (s *LinkedListQueue) Size() int {
|
|
|
|
|
return s.data.Len()
|
|
|
|
|
}
|
|
|
|
|
// IsEmpty 判断队列是否为空
|
|
|
|
|
func (s *LinkedListQueue) IsEmpty() bool {
|
|
|
|
|
return s.data.Len() == 0
|
|
|
|
|
}
|
2022-12-03 01:31:29 +08:00
|
|
|
|
```
|
|
|
|
|
|
|
|
|
|
=== "JavaScript"
|
|
|
|
|
|
|
|
|
|
```js title="linkedlist_queue.js"
|
2022-12-20 21:33:14 +08:00
|
|
|
|
/* 基于链表实现的队列 */
|
2022-12-20 00:01:29 +08:00
|
|
|
|
class LinkedListQueue {
|
2022-12-20 21:33:14 +08:00
|
|
|
|
#front; // 头结点 #front
|
|
|
|
|
#rear; // 尾结点 #rear
|
2022-12-20 00:01:29 +08:00
|
|
|
|
#queSize = 0;
|
|
|
|
|
constructor() {
|
|
|
|
|
this.#front = null;
|
|
|
|
|
this.#rear = null;
|
|
|
|
|
}
|
|
|
|
|
/* 获取队列的长度 */
|
|
|
|
|
get size() {
|
|
|
|
|
return this.#queSize;
|
|
|
|
|
}
|
|
|
|
|
/* 判断队列是否为空 */
|
|
|
|
|
isEmpty() {
|
|
|
|
|
return this.size === 0;
|
|
|
|
|
}
|
|
|
|
|
/* 入队 */
|
|
|
|
|
offer(num) {
|
|
|
|
|
// 尾结点后添加 num
|
|
|
|
|
const node = new ListNode(num);
|
|
|
|
|
// 如果队列为空,则令头、尾结点都指向该结点
|
|
|
|
|
if (!this.#front) {
|
|
|
|
|
this.#front = node;
|
|
|
|
|
this.#rear = node;
|
|
|
|
|
// 如果队列不为空,则将该结点添加到尾结点后
|
|
|
|
|
} else {
|
|
|
|
|
this.#rear.next = node;
|
|
|
|
|
this.#rear = node;
|
|
|
|
|
}
|
|
|
|
|
this.#queSize++;
|
|
|
|
|
}
|
|
|
|
|
/* 出队 */
|
|
|
|
|
poll() {
|
|
|
|
|
const num = this.peek();
|
|
|
|
|
// 删除头结点
|
|
|
|
|
this.#front = this.#front.next;
|
|
|
|
|
this.#queSize--;
|
|
|
|
|
return num;
|
|
|
|
|
}
|
|
|
|
|
/* 访问队首元素 */
|
|
|
|
|
peek() {
|
|
|
|
|
if (this.size === 0)
|
2022-12-20 21:33:14 +08:00
|
|
|
|
throw new Error("队列为空");
|
2022-12-20 00:01:29 +08:00
|
|
|
|
return this.#front.val;
|
|
|
|
|
}
|
|
|
|
|
}
|
2022-12-03 01:31:29 +08:00
|
|
|
|
```
|
|
|
|
|
|
|
|
|
|
=== "TypeScript"
|
|
|
|
|
|
|
|
|
|
```typescript title="linkedlist_queue.ts"
|
2022-12-19 23:04:58 +08:00
|
|
|
|
/* 基于链表实现的队列 */
|
|
|
|
|
class LinkedListQueue {
|
2022-12-20 21:33:14 +08:00
|
|
|
|
private front: ListNode | null; // 头结点 front
|
|
|
|
|
private rear: ListNode | null; // 尾结点 rear
|
2022-12-19 23:04:58 +08:00
|
|
|
|
private queSize: number = 0;
|
|
|
|
|
constructor() {
|
|
|
|
|
this.front = null;
|
|
|
|
|
this.rear = null;
|
|
|
|
|
}
|
|
|
|
|
/* 获取队列的长度 */
|
|
|
|
|
get size(): number {
|
|
|
|
|
return this.queSize;
|
|
|
|
|
}
|
|
|
|
|
/* 判断队列是否为空 */
|
|
|
|
|
isEmpty(): boolean {
|
|
|
|
|
return this.size === 0;
|
|
|
|
|
}
|
|
|
|
|
/* 入队 */
|
|
|
|
|
offer(num: number): void {
|
|
|
|
|
// 尾结点后添加 num
|
|
|
|
|
const node = new ListNode(num);
|
|
|
|
|
// 如果队列为空,则令头、尾结点都指向该结点
|
|
|
|
|
if (!this.front) {
|
|
|
|
|
this.front = node;
|
|
|
|
|
this.rear = node;
|
|
|
|
|
// 如果队列不为空,则将该结点添加到尾结点后
|
|
|
|
|
} else {
|
|
|
|
|
this.rear!.next = node;
|
|
|
|
|
this.rear = node;
|
|
|
|
|
}
|
|
|
|
|
this.queSize++;
|
|
|
|
|
}
|
|
|
|
|
/* 出队 */
|
|
|
|
|
poll(): number {
|
|
|
|
|
const num = this.peek();
|
2022-12-20 21:33:14 +08:00
|
|
|
|
if (!this.front)
|
|
|
|
|
throw new Error("队列为空")
|
2022-12-19 23:04:58 +08:00
|
|
|
|
// 删除头结点
|
|
|
|
|
this.front = this.front.next;
|
|
|
|
|
this.queSize--;
|
|
|
|
|
return num;
|
|
|
|
|
}
|
|
|
|
|
/* 访问队首元素 */
|
|
|
|
|
peek(): number {
|
|
|
|
|
if (this.size === 0)
|
2022-12-20 21:33:14 +08:00
|
|
|
|
throw new Error("队列为空");
|
2022-12-19 23:04:58 +08:00
|
|
|
|
return this.front!.val;
|
|
|
|
|
}
|
|
|
|
|
}
|
2022-12-03 01:31:29 +08:00
|
|
|
|
```
|
|
|
|
|
|
|
|
|
|
=== "C"
|
|
|
|
|
|
|
|
|
|
```c title="linkedlist_queue.c"
|
|
|
|
|
|
|
|
|
|
```
|
|
|
|
|
|
|
|
|
|
=== "C#"
|
|
|
|
|
|
|
|
|
|
```csharp title="linkedlist_queue.cs"
|
2022-12-23 15:42:02 +08:00
|
|
|
|
/* 基于链表实现的队列 */
|
|
|
|
|
class LinkedListQueue
|
|
|
|
|
{
|
|
|
|
|
private ListNode? front, rear; // 头结点 front ,尾结点 rear
|
|
|
|
|
private int queSize = 0;
|
2022-12-03 01:31:29 +08:00
|
|
|
|
|
2022-12-23 15:42:02 +08:00
|
|
|
|
public LinkedListQueue()
|
|
|
|
|
{
|
|
|
|
|
front = null;
|
|
|
|
|
rear = null;
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
/* 获取队列的长度 */
|
|
|
|
|
public int size()
|
|
|
|
|
{
|
|
|
|
|
return queSize;
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
/* 判断队列是否为空 */
|
|
|
|
|
public bool isEmpty()
|
|
|
|
|
{
|
|
|
|
|
return size() == 0;
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
/* 入队 */
|
|
|
|
|
public void offer(int num)
|
|
|
|
|
{
|
|
|
|
|
// 尾结点后添加 num
|
|
|
|
|
ListNode node = new ListNode(num);
|
|
|
|
|
// 如果队列为空,则令头、尾结点都指向该结点
|
|
|
|
|
if (front == null)
|
|
|
|
|
{
|
|
|
|
|
front = node;
|
|
|
|
|
rear = node;
|
|
|
|
|
// 如果队列不为空,则将该结点添加到尾结点后
|
|
|
|
|
}
|
|
|
|
|
else if (rear != null)
|
|
|
|
|
{
|
|
|
|
|
rear.next = node;
|
|
|
|
|
rear = node;
|
|
|
|
|
}
|
|
|
|
|
queSize++;
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
/* 出队 */
|
|
|
|
|
public int poll()
|
|
|
|
|
{
|
|
|
|
|
int num = peek();
|
|
|
|
|
// 删除头结点
|
|
|
|
|
front = front?.next;
|
|
|
|
|
queSize--;
|
|
|
|
|
return num;
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
/* 访问队首元素 */
|
|
|
|
|
public int peek()
|
|
|
|
|
{
|
|
|
|
|
if (size() == 0 || front == null)
|
|
|
|
|
throw new Exception();
|
|
|
|
|
return front.val;
|
|
|
|
|
}
|
|
|
|
|
}
|
2022-12-03 01:31:29 +08:00
|
|
|
|
```
|
|
|
|
|
|
2022-11-22 17:47:26 +08:00
|
|
|
|
### 基于数组的实现
|
|
|
|
|
|
|
|
|
|
数组的删除首元素的时间复杂度为 $O(n)$ ,因此不适合直接用来实现队列。然而,我们可以借助两个指针 `front` , `rear` 来分别记录队首和队尾的索引位置,在入队 / 出队时分别将 `front` / `rear` 向后移动一位即可,这样每次仅需操作一个元素,时间复杂度降至 $O(1)$ 。
|
|
|
|
|
|
2022-12-21 01:37:58 +08:00
|
|
|
|
还有一个问题,在入队与出队的过程中,两个指针都在向后移动,而到达尾部后则无法继续移动了。为了解决此问题,我们可以采取一个取巧方案,即将数组看作是“环形”的。具体做法是规定指针越过数组尾部后,再次回到头部接续遍历,这样相当于使数组“首尾相连”了。
|
2022-11-22 17:47:26 +08:00
|
|
|
|
|
|
|
|
|
为了适应环形数组的设定,获取长度 `size()` 、入队 `offer()` 、出队 `poll()` 方法都需要做相应的取余操作处理,使得当尾指针绕回数组头部时,仍然可以正确处理操作。
|
|
|
|
|
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|
|
|
|
基于数组实现的队列有一个缺点,即长度不可变。但这点我们可以通过动态数组来解决,有兴趣的同学可以自行实现。
|
|
|
|
|
|
|
|
|
|
=== "Java"
|
|
|
|
|
|
|
|
|
|
```java title="array_queue.java"
|
|
|
|
|
/* 基于环形数组实现的队列 */
|
|
|
|
|
class ArrayQueue {
|
2022-11-30 02:27:26 +08:00
|
|
|
|
private int[] nums; // 用于存储队列元素的数组
|
|
|
|
|
private int front = 0; // 头指针,指向队首
|
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|
|
|
private int rear = 0; // 尾指针,指向队尾 + 1
|
2022-11-22 17:47:26 +08:00
|
|
|
|
|
|
|
|
|
public ArrayQueue(int capacity) {
|
|
|
|
|
// 初始化数组
|
|
|
|
|
nums = new int[capacity];
|
|
|
|
|
}
|
|
|
|
|
/* 获取队列的容量 */
|
|
|
|
|
public int capacity() {
|
|
|
|
|
return nums.length;
|
|
|
|
|
}
|
|
|
|
|
/* 获取队列的长度 */
|
|
|
|
|
public int size() {
|
|
|
|
|
int capacity = capacity();
|
|
|
|
|
// 由于将数组看作为环形,可能 rear < front ,因此需要取余数
|
|
|
|
|
return (capacity + rear - front) % capacity;
|
|
|
|
|
}
|
|
|
|
|
/* 判断队列是否为空 */
|
|
|
|
|
public boolean isEmpty() {
|
|
|
|
|
return rear - front == 0;
|
|
|
|
|
}
|
|
|
|
|
/* 入队 */
|
|
|
|
|
public void offer(int num) {
|
|
|
|
|
if (size() == capacity()) {
|
|
|
|
|
System.out.println("队列已满");
|
|
|
|
|
return;
|
|
|
|
|
}
|
|
|
|
|
// 尾结点后添加 num
|
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|
|
|
nums[rear] = num;
|
|
|
|
|
// 尾指针向后移动一位,越过尾部后返回到数组头部
|
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|
|
|
rear = (rear + 1) % capacity();
|
|
|
|
|
}
|
|
|
|
|
/* 出队 */
|
|
|
|
|
public int poll() {
|
2022-12-02 00:09:34 +08:00
|
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|
|
int num = peek();
|
|
|
|
|
// 队头指针向后移动一位,若越过尾部则返回到数组头部
|
2022-11-22 17:47:26 +08:00
|
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|
|
front = (front + 1) % capacity();
|
|
|
|
|
return num;
|
|
|
|
|
}
|
|
|
|
|
/* 访问队首元素 */
|
|
|
|
|
public int peek() {
|
|
|
|
|
if (isEmpty())
|
|
|
|
|
throw new EmptyStackException();
|
|
|
|
|
return nums[front];
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
```
|
|
|
|
|
|
|
|
|
|
=== "C++"
|
|
|
|
|
|
|
|
|
|
```cpp title="array_queue.cpp"
|
2022-11-30 03:46:53 +08:00
|
|
|
|
/* 基于环形数组实现的队列 */
|
|
|
|
|
class ArrayQueue {
|
|
|
|
|
private:
|
|
|
|
|
int *nums; // 用于存储队列元素的数组
|
|
|
|
|
int cap; // 队列容量
|
|
|
|
|
int front = 0; // 头指针,指向队首
|
|
|
|
|
int rear = 0; // 尾指针,指向队尾 + 1
|
|
|
|
|
|
|
|
|
|
public:
|
|
|
|
|
ArrayQueue(int capacity) {
|
|
|
|
|
// 初始化数组
|
|
|
|
|
cap = capacity;
|
|
|
|
|
nums = new int[capacity];
|
|
|
|
|
}
|
|
|
|
|
/* 获取队列的容量 */
|
|
|
|
|
int capacity() {
|
|
|
|
|
return cap;
|
|
|
|
|
}
|
|
|
|
|
/* 获取队列的长度 */
|
|
|
|
|
int size() {
|
|
|
|
|
// 由于将数组看作为环形,可能 rear < front ,因此需要取余数
|
|
|
|
|
return (capacity() + rear - front) % capacity();
|
|
|
|
|
}
|
|
|
|
|
/* 判断队列是否为空 */
|
|
|
|
|
bool empty() {
|
|
|
|
|
return rear - front == 0;
|
|
|
|
|
}
|
|
|
|
|
/* 入队 */
|
|
|
|
|
void offer(int num) {
|
|
|
|
|
if (size() == capacity()) {
|
|
|
|
|
cout << "队列已满" << endl;
|
|
|
|
|
return;
|
|
|
|
|
}
|
|
|
|
|
// 尾结点后添加 num
|
|
|
|
|
nums[rear] = num;
|
|
|
|
|
// 尾指针向后移动一位,越过尾部后返回到数组头部
|
|
|
|
|
rear = (rear + 1) % capacity();
|
|
|
|
|
}
|
|
|
|
|
/* 出队 */
|
|
|
|
|
int poll() {
|
2022-12-02 00:09:34 +08:00
|
|
|
|
int num = peek();
|
|
|
|
|
// 队头指针向后移动一位,若越过尾部则返回到数组头部
|
2022-11-30 03:46:53 +08:00
|
|
|
|
front = (front + 1) % capacity();
|
|
|
|
|
return num;
|
|
|
|
|
}
|
|
|
|
|
/* 访问队首元素 */
|
|
|
|
|
int peek() {
|
|
|
|
|
if (empty())
|
|
|
|
|
throw out_of_range("队列为空");
|
|
|
|
|
return nums[front];
|
|
|
|
|
}
|
|
|
|
|
};
|
2022-11-22 17:47:26 +08:00
|
|
|
|
```
|
|
|
|
|
|
|
|
|
|
=== "Python"
|
|
|
|
|
|
|
|
|
|
```python title="array_queue.py"
|
2022-12-02 00:09:34 +08:00
|
|
|
|
""" 基于环形数组实现的队列 """
|
|
|
|
|
class ArrayQueue:
|
|
|
|
|
def __init__(self, size):
|
|
|
|
|
self.__nums = [0] * size # 用于存储队列元素的数组
|
|
|
|
|
self.__front = 0 # 头指针,指向队首
|
|
|
|
|
self.__rear = 0 # 尾指针,指向队尾 + 1
|
|
|
|
|
|
|
|
|
|
""" 获取队列的容量 """
|
|
|
|
|
def capacity(self):
|
|
|
|
|
return len(self.__nums)
|
|
|
|
|
|
|
|
|
|
""" 获取队列的长度 """
|
|
|
|
|
def size(self):
|
|
|
|
|
# 由于将数组看作为环形,可能 rear < front ,因此需要取余数
|
|
|
|
|
return (self.capacity() + self.__rear - self.__front) % self.capacity()
|
|
|
|
|
|
|
|
|
|
""" 判断队列是否为空 """
|
|
|
|
|
def is_empty(self):
|
|
|
|
|
return (self.__rear - self.__front) == 0
|
|
|
|
|
|
|
|
|
|
""" 入队 """
|
|
|
|
|
def push(self, val):
|
|
|
|
|
if self.size() == self.capacity():
|
|
|
|
|
print("队列已满")
|
|
|
|
|
return False
|
|
|
|
|
# 尾结点后添加 num
|
|
|
|
|
self.__nums[self.__rear] = val
|
|
|
|
|
# 尾指针向后移动一位,越过尾部后返回到数组头部
|
|
|
|
|
self.__rear = (self.__rear + 1) % self.capacity()
|
|
|
|
|
|
|
|
|
|
""" 出队 """
|
|
|
|
|
def poll(self):
|
|
|
|
|
num = self.peek()
|
|
|
|
|
# 队头指针向后移动一位,若越过尾部则返回到数组头部
|
|
|
|
|
self.__front = (self.__front + 1) % self.capacity()
|
|
|
|
|
return num
|
|
|
|
|
|
|
|
|
|
""" 访问队首元素 """
|
|
|
|
|
def peek(self):
|
|
|
|
|
if self.is_empty():
|
|
|
|
|
print("队列为空")
|
|
|
|
|
return False
|
|
|
|
|
return self.__nums[self.__front]
|
|
|
|
|
|
|
|
|
|
""" 返回列表用于打印 """
|
|
|
|
|
def to_list(self):
|
|
|
|
|
res = [0] * self.size()
|
|
|
|
|
j = self.__front
|
|
|
|
|
for i in range(self.size()):
|
|
|
|
|
res[i] = self.__nums[(j % self.capacity())]
|
|
|
|
|
j += 1
|
|
|
|
|
return res
|
2022-11-22 17:47:26 +08:00
|
|
|
|
```
|
|
|
|
|
|
2022-12-03 01:31:29 +08:00
|
|
|
|
=== "Go"
|
|
|
|
|
|
|
|
|
|
```go title="array_queue.go"
|
2022-12-03 20:25:24 +08:00
|
|
|
|
/* 基于环形数组实现的队列 */
|
|
|
|
|
type ArrayQueue struct {
|
|
|
|
|
data []int // 用于存储队列元素的数组
|
|
|
|
|
capacity int // 队列容量(即最多容量的元素个数)
|
|
|
|
|
front int // 头指针,指向队首
|
|
|
|
|
rear int // 尾指针,指向队尾 + 1
|
|
|
|
|
}
|
|
|
|
|
// NewArrayQueue 基于环形数组实现的队列
|
|
|
|
|
func NewArrayQueue(capacity int) *ArrayQueue {
|
|
|
|
|
return &ArrayQueue{
|
|
|
|
|
data: make([]int, capacity),
|
|
|
|
|
capacity: capacity,
|
|
|
|
|
front: 0,
|
|
|
|
|
rear: 0,
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
// Size 获取队列的长度
|
|
|
|
|
func (q *ArrayQueue) Size() int {
|
|
|
|
|
size := (q.capacity + q.rear - q.front) % q.capacity
|
|
|
|
|
return size
|
|
|
|
|
}
|
|
|
|
|
// IsEmpty 判断队列是否为空
|
|
|
|
|
func (q *ArrayQueue) IsEmpty() bool {
|
|
|
|
|
return q.rear-q.front == 0
|
|
|
|
|
}
|
|
|
|
|
// Offer 入队
|
|
|
|
|
func (q *ArrayQueue) Offer(v int) {
|
|
|
|
|
// 当 rear == capacity 表示队列已满
|
|
|
|
|
if q.Size() == q.capacity {
|
|
|
|
|
return
|
|
|
|
|
}
|
|
|
|
|
// 尾结点后添加
|
|
|
|
|
q.data[q.rear] = v
|
|
|
|
|
// 尾指针向后移动一位,越过尾部后返回到数组头部
|
|
|
|
|
q.rear = (q.rear + 1) % q.capacity
|
|
|
|
|
}
|
|
|
|
|
// Poll 出队
|
|
|
|
|
func (q *ArrayQueue) Poll() any {
|
|
|
|
|
if q.IsEmpty() {
|
|
|
|
|
return nil
|
|
|
|
|
}
|
|
|
|
|
v := q.data[q.front]
|
|
|
|
|
// 队头指针向后移动一位,若越过尾部则返回到数组头部
|
|
|
|
|
q.front = (q.front + 1) % q.capacity
|
|
|
|
|
return v
|
|
|
|
|
}
|
|
|
|
|
// Peek 访问队首元素
|
|
|
|
|
func (q *ArrayQueue) Peek() any {
|
|
|
|
|
if q.IsEmpty() {
|
|
|
|
|
return nil
|
|
|
|
|
}
|
|
|
|
|
v := q.data[q.front]
|
|
|
|
|
return v
|
|
|
|
|
}
|
2022-12-03 01:31:29 +08:00
|
|
|
|
```
|
|
|
|
|
|
|
|
|
|
=== "JavaScript"
|
|
|
|
|
|
|
|
|
|
```js title="array_queue.js"
|
2022-12-13 00:01:03 +08:00
|
|
|
|
/* 基于环形数组实现的队列 */
|
|
|
|
|
class ArrayQueue {
|
2022-12-20 21:33:14 +08:00
|
|
|
|
#queue; // 用于存储队列元素的数组
|
|
|
|
|
#front = 0; // 头指针,指向队首
|
|
|
|
|
#rear = 0; // 尾指针,指向队尾 + 1
|
2022-12-13 00:01:03 +08:00
|
|
|
|
constructor(capacity) {
|
2022-12-20 21:33:14 +08:00
|
|
|
|
this.#queue = new Array(capacity);
|
2022-12-13 00:01:03 +08:00
|
|
|
|
}
|
|
|
|
|
/* 获取队列的容量 */
|
|
|
|
|
get capacity() {
|
2022-12-20 21:33:14 +08:00
|
|
|
|
return this.#queue.length;
|
2022-12-13 00:01:03 +08:00
|
|
|
|
}
|
|
|
|
|
/* 获取队列的长度 */
|
|
|
|
|
get size() {
|
|
|
|
|
// 由于将数组看作为环形,可能 rear < front ,因此需要取余数
|
2022-12-20 21:33:14 +08:00
|
|
|
|
return (this.capacity + this.#rear - this.#front) % this.capacity;
|
2022-12-13 00:01:03 +08:00
|
|
|
|
}
|
|
|
|
|
/* 判断队列是否为空 */
|
|
|
|
|
empty() {
|
2022-12-20 21:33:14 +08:00
|
|
|
|
return this.#rear - this.#front == 0;
|
2022-12-13 00:01:03 +08:00
|
|
|
|
}
|
|
|
|
|
/* 入队 */
|
|
|
|
|
offer(num) {
|
2022-12-20 21:33:14 +08:00
|
|
|
|
if (this.size == this.capacity)
|
|
|
|
|
throw new Error("队列已满");
|
2022-12-13 00:01:03 +08:00
|
|
|
|
// 尾结点后添加 num
|
2022-12-20 21:33:14 +08:00
|
|
|
|
this.#queue[this.#rear] = num;
|
2022-12-13 00:01:03 +08:00
|
|
|
|
// 尾指针向后移动一位,越过尾部后返回到数组头部
|
2022-12-20 21:33:14 +08:00
|
|
|
|
this.#rear = (this.#rear + 1) % this.capacity;
|
2022-12-13 00:01:03 +08:00
|
|
|
|
}
|
|
|
|
|
/* 出队 */
|
|
|
|
|
poll() {
|
|
|
|
|
const num = this.peek();
|
|
|
|
|
// 队头指针向后移动一位,若越过尾部则返回到数组头部
|
2022-12-20 21:33:14 +08:00
|
|
|
|
this.#front = (this.#front + 1) % this.capacity;
|
2022-12-13 00:01:03 +08:00
|
|
|
|
return num;
|
|
|
|
|
}
|
|
|
|
|
/* 访问队首元素 */
|
|
|
|
|
peek() {
|
|
|
|
|
if (this.empty())
|
2022-12-20 21:33:14 +08:00
|
|
|
|
throw new Error("队列为空");
|
|
|
|
|
return this.#queue[this.#front];
|
2022-12-13 00:01:03 +08:00
|
|
|
|
}
|
|
|
|
|
}
|
2022-12-03 01:31:29 +08:00
|
|
|
|
```
|
|
|
|
|
|
|
|
|
|
=== "TypeScript"
|
|
|
|
|
|
|
|
|
|
```typescript title="array_queue.ts"
|
2022-12-12 22:13:10 +08:00
|
|
|
|
/* 基于环形数组实现的队列 */
|
|
|
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class ArrayQueue {
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private queue: number[]; // 用于存储队列元素的数组
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private front: number = 0; // 头指针,指向队首
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private rear: number = 0; // 尾指针,指向队尾 + 1
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private CAPACITY: number = 1e5;
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constructor(capacity?: number) {
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this.queue = new Array<number>(capacity ?? this.CAPACITY);
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}
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/* 获取队列的容量 */
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get capacity(): number {
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return this.queue.length;
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}
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/* 获取队列的长度 */
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get size(): number {
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// 由于将数组看作为环形,可能 rear < front ,因此需要取余数
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return (this.capacity + this.rear - this.front) % this.capacity;
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}
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/* 判断队列是否为空 */
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|
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empty(): boolean {
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return this.rear - this.front == 0;
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}
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|
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/* 入队 */
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offer(num: number): void {
|
2022-12-20 21:33:14 +08:00
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if (this.size == this.capacity)
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throw new Error("队列已满");
|
2022-12-12 22:13:10 +08:00
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|
// 尾结点后添加 num
|
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|
this.queue[this.rear] = num;
|
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|
|
// 尾指针向后移动一位,越过尾部后返回到数组头部
|
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|
|
|
this.rear = (this.rear + 1) % this.capacity;
|
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|
|
|
}
|
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|
|
|
/* 出队 */
|
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|
|
|
poll(): number {
|
|
|
|
|
const num = this.peek();
|
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|
|
|
// 队头指针向后移动一位,若越过尾部则返回到数组头部
|
|
|
|
|
this.front = (this.front + 1) % this.capacity;
|
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|
|
return num;
|
|
|
|
|
}
|
|
|
|
|
/* 访问队首元素 */
|
|
|
|
|
peek(): number {
|
|
|
|
|
if (this.empty())
|
2022-12-20 21:33:14 +08:00
|
|
|
|
throw new Error("队列为空");
|
2022-12-12 22:13:10 +08:00
|
|
|
|
return this.queue[this.front];
|
|
|
|
|
}
|
|
|
|
|
}
|
2022-12-03 01:31:29 +08:00
|
|
|
|
```
|
|
|
|
|
|
|
|
|
|
=== "C"
|
|
|
|
|
|
|
|
|
|
```c title="array_queue.c"
|
|
|
|
|
|
|
|
|
|
```
|
|
|
|
|
|
|
|
|
|
=== "C#"
|
|
|
|
|
|
|
|
|
|
```csharp title="array_queue.cs"
|
2022-12-23 15:42:02 +08:00
|
|
|
|
/* 基于环形数组实现的队列 */
|
|
|
|
|
class ArrayQueue {
|
|
|
|
|
private int[] nums; // 用于存储队列元素的数组
|
|
|
|
|
private int front = 0; // 头指针,指向队首
|
|
|
|
|
private int rear = 0; // 尾指针,指向队尾 + 1
|
2022-12-03 01:31:29 +08:00
|
|
|
|
|
2022-12-23 15:42:02 +08:00
|
|
|
|
public ArrayQueue(int capacity) {
|
|
|
|
|
// 初始化数组
|
|
|
|
|
nums = new int[capacity];
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
/* 获取队列的容量 */
|
|
|
|
|
public int capacity() {
|
|
|
|
|
return nums.Length;
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
/* 获取队列的长度 */
|
|
|
|
|
public int size() {
|
|
|
|
|
int capacity = this.capacity();
|
|
|
|
|
// 由于将数组看作为环形,可能 rear < front ,因此需要取余数
|
|
|
|
|
return (capacity + rear - front) % capacity;
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
/* 判断队列是否为空 */
|
|
|
|
|
public bool isEmpty() {
|
|
|
|
|
return rear - front == 0;
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
/* 入队 */
|
|
|
|
|
public void offer(int num) {
|
|
|
|
|
if (size() == capacity()) {
|
|
|
|
|
Console.WriteLine("队列已满");
|
|
|
|
|
return;
|
|
|
|
|
}
|
|
|
|
|
// 尾结点后添加 num
|
|
|
|
|
nums[rear] = num;
|
|
|
|
|
// 尾指针向后移动一位,越过尾部后返回到数组头部
|
|
|
|
|
rear = (rear + 1) % capacity();
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
/* 出队 */
|
|
|
|
|
public int poll() {
|
|
|
|
|
int num = peek();
|
|
|
|
|
// 队头指针向后移动一位,若越过尾部则返回到数组头部
|
|
|
|
|
front = (front + 1) % capacity();
|
|
|
|
|
return num;
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
/* 访问队首元素 */
|
|
|
|
|
public int peek() {
|
|
|
|
|
if (isEmpty())
|
|
|
|
|
throw new Exception();
|
|
|
|
|
return nums[front];
|
|
|
|
|
}
|
|
|
|
|
}
|
2022-12-03 01:31:29 +08:00
|
|
|
|
```
|
|
|
|
|
|
2022-11-22 17:47:26 +08:00
|
|
|
|
## 队列典型应用
|
|
|
|
|
|
|
|
|
|
- **淘宝订单。** 购物者下单后,订单就被加入到队列之中,随后系统再根据顺序依次处理队列中的订单。在双十一时,在短时间内会产生海量的订单,如何处理「高并发」则是工程师们需要重点思考的问题。
|
|
|
|
|
- **各种待办事项。** 例如打印机的任务队列、餐厅的出餐队列等等。
|