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SearchUSA.java
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SearchUSA.java
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// Unity id - averma3
// Name - Akash Verma
// Student id - 200077895
import java.util.*;
import java.lang.Math.*;
import java.io.*;
public class SearchUSA{
static class node{
String city = new String();
private boolean visited;
private double lat;
private double lng;
private double heuristic;
private double f;
private double pathlen;
private ArrayList<edge> neighbours;
ArrayList<String> path;
public node(String city){
this.city = city;
this.visited = false;
this.neighbours = new ArrayList<edge>();
this.path = new ArrayList<String>();
this.lat = 0.0;
this.lng = 0.0;
this.heuristic = 0.0;
this.f = 0.0;
this.pathlen = 0.0;
}
public node(String city, double lat, double lng){
this.city = city;
this.visited = false;
this.neighbours = new ArrayList<edge>();
this.path = new ArrayList<String>();
this.lat = lat;
this.lng = lng;
this.heuristic = 0.0;
this.pathlen = 0.0;
}
public void setVisited(boolean visited){
this.visited = visited;
}
public void setLat(double lat){
this.lat = lat;
}
public void setLng(double lng){
this.lng = lng;
}
public void setHeuristic(double heuristic){
this.heuristic = heuristic;
}
public void setf(double f){
this.f = f;
}
public void setPathlen(double pathlen){
this.pathlen = pathlen;
}
public void addNeighbour(edge neighbour){
this.neighbours.add(neighbour);
}
public void addToPath(String city){
this.path.add(city);
}
public void addToPath(ArrayList<String> pathToAdd){
this.path.addAll(pathToAdd);
}
public boolean getVisited(){
return this.visited;
}
public ArrayList<String> getPath(){
return this.path;
}
public double getLat(){
return this.lat;
}
public double getLng(){
return this.lng;
}
public double getHeuristic(){
return this.heuristic;
}
public double getf(){
return this.f;
}
public double getPathlen(){
return this.pathlen;
}
public ArrayList<edge> getNeighbours(){
return this.neighbours;
}
}
static class edge{
node neighbour;
double len;
public edge(node neighbour, double len){
this.neighbour = neighbour;
this.len = len;
}
}
public double heuristic(node city1, node city2){
double dx = city1.getLat() - city2.getLat();
double dy = city1.getLng() - city2.getLng();
return Math.sqrt(Math.pow((69.5 * dx),2) + Math.pow((69.5 * Math.cos((city1.getLat() + city2.getLat())/360 * Math.PI) * (dy)), 2));
}
public ArrayList<String> greedy(node root, node dest){
Queue<node> open = new PriorityQueue<node>(11, new Comparator<node>(){
public int compare(node node1, node node2) {
Double val1 = Double.valueOf(node1.getHeuristic());
Double val2 = Double.valueOf(node2.getHeuristic());
return val1.compareTo(val2);
}
});
ArrayList<node> path = new ArrayList<node>();
ArrayList<node> visited = new ArrayList<node>();
root.setVisited(true);
root.addToPath(root.city);
root.setPathlen(0.0);
open.add(root);
while(!open.isEmpty()){
node curr = open.poll();
if (curr.city.equalsIgnoreCase(dest.city)){
System.out.println("Total number of nodes visited = " + visited.size());
System.out.print("Nodes visited : " );
for (int i = 0; i< visited.size(); i++ ) {
System.out.print(visited.get(i).city + ", ");
}
System.out.println();
System.out.println("Total number of nodes in path = " + curr.getPath().size());
System.out.println("Total distance of path = " + curr.getPathlen());
return curr.getPath();
}
visited.add(curr);
for(edge edge : curr.getNeighbours()){
if(!visited.contains(edge.neighbour)){
edge.neighbour.setHeuristic(heuristic(edge.neighbour, dest));
open.add(edge.neighbour);
edge.neighbour.path = new ArrayList<String>();
edge.neighbour.addToPath(curr.getPath());
edge.neighbour.addToPath(edge.neighbour.city);
edge.neighbour.setPathlen(curr.getPathlen() + edge.len);
}
}
}
return new ArrayList<String>();
}
public ArrayList<String> astar(node root, node dest){
Queue<node> open = new PriorityQueue<node>(11, new Comparator<node>(){
public int compare(node node1, node node2) {
Double val1 = Double.valueOf(node1.getf());
Double val2 = Double.valueOf(node2.getf());
return val1.compareTo(val2);
}
});
ArrayList<node> path = new ArrayList<node>();
ArrayList<node> visited = new ArrayList<node>();
root.setVisited(true);
root.addToPath(root.city);
root.setPathlen(0.0);
open.add(root);
while(!open.isEmpty()){
node curr = open.poll();
if (curr.city.equalsIgnoreCase(dest.city)){
System.out.println("Total number of nodes visited = " + visited.size());
System.out.print("Nodes visited : " );
for (int i = 0; i< visited.size(); i++ ) {
System.out.print(visited.get(i).city + ", ");
}
System.out.println();
System.out.println("Total number of nodes in path = " + curr.getPath().size());
System.out.println("Total distance of path = " + curr.getPathlen());
return curr.getPath();
}
if(!visited.contains(curr)){
visited.add(curr);
}
for(edge edge : curr.getNeighbours()){
double new_len = curr.getPathlen() + edge.len;
if(edge.neighbour.getPathlen() == 0.0 || new_len < edge.neighbour.getPathlen()){
double heuristic = heuristic(edge.neighbour, dest);
edge.neighbour.setHeuristic(heuristic);
edge.neighbour.path = new ArrayList<String>();
edge.neighbour.addToPath(curr.getPath());
edge.neighbour.addToPath(edge.neighbour.city);
edge.neighbour.setPathlen(new_len);
edge.neighbour.setf(new_len + heuristic);
open.add(edge.neighbour);
}
}
}
return new ArrayList<String>();
}
public ArrayList<String> uniform(node root, node dest){
Queue<node> open = new PriorityQueue<node>(11, new Comparator<node>(){
public int compare(node node1, node node2) {
Double val1 = Double.valueOf(node1.getPathlen());
Double val2 = Double.valueOf(node2.getPathlen());
return val1.compareTo(val2);
}
});
ArrayList<node> path = new ArrayList<node>();
ArrayList<node> visited = new ArrayList<node>();
root.setVisited(true);
root.addToPath(root.city);
root.setPathlen(0.0);
open.add(root);
while(!open.isEmpty()){
node curr = open.poll();
if (curr.city.equalsIgnoreCase(dest.city)){
System.out.println("Total number of nodes visited = " + visited.size());
System.out.print("Nodes visited : " );
for (int i = 0; i< visited.size(); i++ ) {
System.out.print(visited.get(i).city + ", ");
}
System.out.println();
System.out.println("Total number of nodes in path = " + curr.getPath().size());
System.out.println("Total distance of path = " + curr.getPathlen());
return curr.getPath();
}
if(!visited.contains(curr)){
visited.add(curr);
}
for(edge edge : curr.getNeighbours()){
double new_len = curr.getPathlen() + edge.len;
if(!visited.contains(edge.neighbour) && !open.contains(edge.neighbour)){
edge.neighbour.setPathlen(new_len);
edge.neighbour.path = new ArrayList<String>();
edge.neighbour.addToPath(curr.getPath());
edge.neighbour.addToPath(edge.neighbour.city);
open.add(edge.neighbour);
}
else if(open.contains(edge.neighbour) && new_len < edge.neighbour.getPathlen()){
edge.neighbour.setPathlen(new_len);
edge.neighbour.path = new ArrayList<String>();
edge.neighbour.addToPath(curr.getPath());
edge.neighbour.addToPath(edge.neighbour.city);
}
}
}
return new ArrayList<String>();
}
public static void main(String[] args){
SearchUSA su = new SearchUSA();
String searchType = args[0];
String src = args[1];
String dest = args[2];
String s ="";
String[] citynames = s.split(",");
ArrayList<String> cities = new ArrayList<String>();
ArrayList<node> graph = new ArrayList<node>();
ArrayList<String> path = new ArrayList<String>();
try{
File file = new File("uscity2.txt");
FileReader fileReader = new FileReader(file);
BufferedReader bufferedReader = new BufferedReader(fileReader);
StringBuffer stringBuffer = new StringBuffer();
String line;
while ((line = bufferedReader.readLine()) != null) {
String[] split = line.split(",");
cities.add(split[0]);
node node = new node(split[0], Double.parseDouble(split[1]), Double.parseDouble(split[2]));
graph.add(node);
}
fileReader.close();
}catch(Exception e){
System.out.println("Exception");
}
try{
File file2 = new File("usroads2.txt");
FileReader fileReader2 = new FileReader(file2);
BufferedReader bufferedReader2 = new BufferedReader(fileReader2);
StringBuffer stringBuffer2 = new StringBuffer();
String line2;
while ((line2 = bufferedReader2.readLine()) != null) {
String[] split = line2.split(",");
int srcIndex = cities.indexOf(split[0]);
int destIndex = cities.indexOf(split[1]);
double len = Double.parseDouble(split[2]);
edge e1 = new edge(graph.get(destIndex), len);
edge e2 = new edge(graph.get(srcIndex), len);
graph.get(srcIndex).addNeighbour(e1);
graph.get(destIndex).addNeighbour(e2);
}
fileReader2.close();
} catch(Exception e){
System.out.println("Exception");
}
int srcId = cities.indexOf(src);
int destId = cities.indexOf(dest);
if(searchType.equalsIgnoreCase("greedy")){
path = su.greedy(graph.get(srcId), graph.get(destId));
} else if(searchType.equalsIgnoreCase("astar")){
path = su.astar(graph.get(srcId), graph.get(destId));
}else if(searchType.equalsIgnoreCase("uniform")){
path = su.uniform(graph.get(srcId), graph.get(destId));
}
else{
System.out.println(" Invalid search type!!");
}
if(path.size() > 0){
for(String city: path){
System.out.print(city + ", ");
}
} else{
System.out.println(" -- Either src and dest are same or No path from " + src + " to " + dest);
}
System.out.println();
}
}