我正在寻找优先级队列或堆数据结构的.NET实现

Priority queues are data structures that provide more flexibility than simple sorting, because they allow new elements to enter a system at arbitrary intervals. It is much more cost-effective to insert a new job into a priority queue than to re-sort everything on each such arrival. The basic priority queue supports three primary operations: Insert(Q,x). Given an item x with key k, insert it into the priority queue Q. Find-Minimum(Q). Return a pointer to the item whose key value is smaller than any other key in the priority queue Q. Delete-Minimum(Q). Remove the item from the priority queue Q whose key is minimum

除非我找错地方了,否则框架里没有。有谁知道好的吗,还是我自己卷?


当前回答

一个简单的最大堆实现。

https://github.com/bharathkumarms/AlgorithmsMadeEasy/blob/master/AlgorithmsMadeEasy/MaxHeap.cs

using System;
using System.Collections.Generic;
using System.Linq;

namespace AlgorithmsMadeEasy
{
    class MaxHeap
    {
        private static int capacity = 10;
        private int size = 0;
        int[] items = new int[capacity];

        private int getLeftChildIndex(int parentIndex) { return 2 * parentIndex + 1; }
        private int getRightChildIndex(int parentIndex) { return 2 * parentIndex + 2; }
        private int getParentIndex(int childIndex) { return (childIndex - 1) / 2; }

        private int getLeftChild(int parentIndex) { return this.items[getLeftChildIndex(parentIndex)]; }
        private int getRightChild(int parentIndex) { return this.items[getRightChildIndex(parentIndex)]; }
        private int getParent(int childIndex) { return this.items[getParentIndex(childIndex)]; }

        private bool hasLeftChild(int parentIndex) { return getLeftChildIndex(parentIndex) < size; }
        private bool hasRightChild(int parentIndex) { return getRightChildIndex(parentIndex) < size; }
        private bool hasParent(int childIndex) { return getLeftChildIndex(childIndex) > 0; }

        private void swap(int indexOne, int indexTwo)
        {
            int temp = this.items[indexOne];
            this.items[indexOne] = this.items[indexTwo];
            this.items[indexTwo] = temp;
        }

        private void hasEnoughCapacity()
        {
            if (this.size == capacity)
            {
                Array.Resize(ref this.items,capacity*2);
                capacity *= 2;
            }
        }

        public void Add(int item)
        {
            this.hasEnoughCapacity();
            this.items[size] = item;
            this.size++;
            heapifyUp();
        }

        public int Remove()
        {
            int item = this.items[0];
            this.items[0] = this.items[size-1];
            this.items[this.size - 1] = 0;
            size--;
            heapifyDown();
            return item;
        }

        private void heapifyUp()
        {
            int index = this.size - 1;
            while (hasParent(index) && this.items[index] > getParent(index))
            {
                swap(index, getParentIndex(index));
                index = getParentIndex(index);
            }
        }

        private void heapifyDown()
        {
            int index = 0;
            while (hasLeftChild(index))
            {
                int bigChildIndex = getLeftChildIndex(index);
                if (hasRightChild(index) && getLeftChild(index) < getRightChild(index))
                {
                    bigChildIndex = getRightChildIndex(index);
                }

                if (this.items[bigChildIndex] < this.items[index])
                {
                    break;
                }
                else
                {
                    swap(bigChildIndex,index);
                    index = bigChildIndex;
                }
            }
        }
    }
}

/*
Calling Code:
    MaxHeap mh = new MaxHeap();
    mh.Add(10);
    mh.Add(5);
    mh.Add(2);
    mh.Add(1);
    mh.Add(50);
    int maxVal  = mh.Remove();
    int newMaxVal = mh.Remove();
*/

其他回答

你可能会发现这个实现很有用: http://www.codeproject.com/Articles/126751/Priority-queue-in-Csharp-with-help-of-heap-data-st.aspx

它是通用的,基于堆数据结构

我在Julian Bucknall的博客(http://www.boyet.com/Articles/PriorityQueueCSharp3.html)上找到了一个

我们稍微修改了一下,以便队列中优先级低的项目最终会随着时间的推移“上升”到顶部,这样它们就不会挨饿了。

我喜欢使用PowerCollections中的OrderedBag和OrderedSet类作为优先队列。

我最近也遇到了同样的问题,最后为此创建了一个NuGet包。

这实现了一个标准的基于堆的优先级队列。它还具有BCL集合的所有常见的优点:ICollection<T>和IReadOnlyCollection<T>实现,自定义IComparer<T>支持,指定初始容量的能力,以及使集合更容易在调试器中使用的DebuggerTypeProxy。

还有一个内联版本的包,它只安装一个.cs文件到你的项目中(如果你想避免外部可见的依赖关系,这很有用)。

更多信息请访问github页面。

在Java Collections框架中的Java实现(Java .util. priorityqueue)上使用Java到c#的转换器,或者更智能地使用算法和核心代码,并将其插入到您自己制作的c#类中,该类遵循c# Collections框架用于队列的API,或者至少是Collections。