dijkstra算法
import java.util.HashMap;
import java.util.HashSet;
import java.util.Map.Entry;
/**
*
* dijkstra算法
* 适用范围:没有权值为负数的边
*
*/
// no negative weight
public class Code_06_Dijkstra {
public static HashMap<Node, integer> dijkstra1(Node head) {
HashMap<Node, Integer> distanceMap = new HashMap<>();
distanceMap.put(head, 0);
HashSet<Node> selectedNodes = new HashSet<>();
Node minNode = getMinDistanceAndUnselectedNode(distanceMap, selectedNodes);
while (minNode != null) {
int distance = distanceMap.get(minNode);
for (Edge edge : minNode.edges) {
Node toNode = edge.to;
if (!distanceMap.containsKey(toNode)) {
distanceMap.put(toNode, distance + edge.weight);
}
distanceMap.put(edge.to, Math.min(distanceMap.get(toNode), distance + edge.weight));
}
selectedNodes.add(minNode);
minNode = getMinDistanceAndUnselectedNode(distanceMap, selectedNodes);
}
return distanceMap;
}
public static Node getMinDistanceAndUnselectedNode(HashMap<Node, Integer> distanceMap,
HashSet<Node> touchedNodes) {
Node minNode = null;
int minDistance = Integer.MAX_VALUE;
for (Entry<Node, Integer> entry : distanceMap.entrySet()) {
Node node = entry.getKey();
int distance = entry.getValue();
if (!touchedNodes.contains(node) && distance < minDistance) {
minNode = node;
minDistance = distance;
}
}
return minNode;
}
public static class NodeRecord {
public Node node;
public int distance;
public NodeRecord(Node node, int distance) {
this.node = node;
this.distance = distance;
}
}
public static class NodeHeap {
private Node[] nodes;
private HashMap<Node, Integer> heapIndexMap;
private HashMap<Node, Integer> distanceMap;
private int size;
public NodeHeap(int size) {
nodes = new Node[size];
heapIndexMap = new HashMap<>();
distanceMap = new HashMap<>();
this.size = 0;
}
public boolean isempty() {
return size == 0;
}
public void addOrUpdateOrignore(Node node, int distance) {
if (inHeap(node)) {
distanceMap.put(node, Math.min(distanceMap.get(node), distance));
insertHeapify(node, heapIndexMap.get(node));
}
if (!isEntered(node)) {
nodes[size] = node;
heapIndexMap.put(node, size);
distanceMap.put(node, distance);
insertHeapify(node, size++);
}
}
public NodeRecord pop() {
NodeRecord nodeRecord = new NodeRecord(nodes[0], distanceMap.get(nodes[0]));
swap(0, size - 1);
heapIndexMap.put(nodes[size - 1], -1);
distanceMap.remove(nodes[size - 1]);
nodes[size - 1] = null;
heapify(0, --size);
return nodeRecord;
}
private void insertHeapify(Node node, int index) {
while (distanceMap.get(nodes[index]) < distanceMap.get(nodes[(index - 1) / 2])) {
swap(index, (index - 1) / 2);
index = (index - 1) / 2;
}
}
private void heapify(int index, int size) {
int left = index * 2 + 1;
while (left < size) {
int smallest = left + 1 < size && distanceMap.get(nodes[left + 1]) < distanceMap.get(nodes[left])
? left + 1 : left;
smallest = distanceMap.get(nodes[smallest]) < distanceMap.get(nodes[index]) ? smallest : index;
if (smallest == index) {
break;
}
swap(smallest, index);
index = smallest;
left = index * 2 + 1;
}
}
private boolean isEntered(Node node) {
return heapIndexMap.containskey(node);
}
private boolean inHeap(Node node) {
return isEntered(node) && heapIndexMap.get(node) != -1;
}
private void swap(int index1, int index2) {
heapIndexMap.put(nodes[index1], index2);
heapIndexMap.put(nodes[index2], index1);
Node tmp = nodes[index1];
nodes[index1] = nodes[index2];
nodes[index2] = tmp;
}
}
public static HashMap<Node, Integer> dijkstra2(Node head, int size) {
NodeHeap nodeHeap = new NodeHeap(size);
nodeHeap.addOrUpdateOrIgnore(head, 0);
HashMap<Node, Integer> result = new HashMap<>();
while (!nodeHeap.isEmpty()) {
NodeRecord record = nodeHeap.pop();
Node cur = record.node;
int distance = record.distance;
for (Edge edge : cur.edges) {
nodeHeap.addOrUpdateOrIgnore(edge.to, edge.weight + distance);
}
result.put(cur, distance);
}
return result;
}
}
相关阅读
先解释下:MD5是不可逆,这里的加密解密,你可以看到是对MD5算法先加密后解密,而不是对MD5的解密package com.test; import java.secur
对java的泛型特性的了解仅限于表面的浅浅一层,直到在学习设计模式时发现有不了解的用法,才想起详细的记录一下。 本文参考java 泛型
最近在Android上的一个项目中需要用到VCard的一些东西,发现其中有一部分关于Quoted-Printable编码的部分稍微有点棘手,主要是看起来
企业级开发的JAVA代码生成器-MagicalCoder 免费 开源 在线视频教程:https://edu.csdn.net/course/play/10747 工欲善其事必先利其
点击查看 Java 集合框架深入理解 系列, - ( ゜- ゜)つロ 乾杯~ 今天心情不太好,来学一下 List 吧! 什么是队列 队列是数