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Search.java
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Search.java
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//Creator: Jackson Mishuk
import java.io.BufferedReader;
import java.io.FileNotFoundException;
import java.io.FileReader;
import java.io.IOException;
import java.util.Comparator;
import java.util.HashMap;
import java.util.PriorityQueue;
import java.util.Stack;
import java.lang.Math;
/*
* This program allows you to give an input file with locations and distances between some pairs of cities.
*
* From that point, using the initial location and the goal location parameters, the program solves for the path that a search algorithm(chosen by the user) thinks is the best
*
* Command line arguments include: -f(File Location)*, -i(Initial City)*, -g(Goal City)*, -v(Verbosity Level), -s(Search Algorithm), -h(Heuristic Function) and, --no-reached(Disables reached table)
* **NOTE: All command line arguments marked with star are required**
*
* EXAMPLE OF CMD ARGUEMENT: Java Search.java -i "Initial City" -f "InputFile.csv" -s "Search Algorithm" -h "Heuristic Function" --no-reached -v 4 -g "Goal City"
*
* -f*:String of reference file
* -i*:The string of the starting location(Must be contained in reference file)
* -g*:The string of the goal location(Must be contained in reference file)
* -v :The amount of information about the search that you want to display(Higher the number the more information that will display){0(Default), 1, 2, 3}
* -s :Search function {uniform, greedy, a-star(Default)}
* -h :The formula that will be used to come up with the heuristic{euclidean, haversine(Default)}
* --no-reached: The search will not hold a reference of all cities that have been accessed and instead only search for cycles{defaults to reached table unless this command is added}
*/
public class Search {
public static void main(String[] args) {
Problem P = new Problem(args);
if(P.inputFile==null || P.initLocation==null || P.goalLocation==null) {
System.out.println("Not enough information\n");
return;
}
if(P.verbosityLvl>=1)
System.out.printf("* Reading data from [%s]\n", P.inputFile);
if(!load(P)) {
return;
}
if(P.verbosityLvl>=1) {
String searchString = "";
String[] searchArr = P.searchAgthm.split("-");
for(String str:searchArr) {
if(!searchString.equals(""))
searchString += "-";
searchString += str.substring(0, 1).toUpperCase() + str.substring(1);
}
System.out.printf("* Searching for path from %s to %s using %s Search\n", P.initLocation, P.goalLocation, searchString);
}
long startTimeSearch = System.currentTimeMillis();
if(!executeSearch(P)){
System.out.println("There was an issue in the attempt to search for the goal!");
return;
}
if(P.verbosityLvl>=1) {
String parent = P.currNode.Parent != null ?P.currNode.Parent.City.name + ")":"null)";
System.out.printf("* Goal found : %-30s(p-> %-30s[f= %.1f; g= %.1f; h= %.1f]\n* Search took %dms\n\n", P.currNode.City.name, parent, P.currNode.fN, P.currNode.gN, P.currNode.hN,
System.currentTimeMillis() - startTimeSearch);
}
Problem.Node Solution = P.currNode;
Stack<City> cityPath = new Stack<City>();
while(true) {
cityPath.add(P.currNode.City);
if(P.currNode.Parent == null)
break;
P.currNode = P.currNode.Parent;
}
System.out.printf("Route found: %s", cityPath.pop().name);
while(!cityPath.isEmpty()) {
System.out.printf(" -> %s", cityPath.pop().name);
}
System.out.printf("\nDistance : %.1f \n\n", Solution.gN);
System.out.printf("Total nodes generated \t: %d", P.nodeCounter);
System.out.printf("\nNodes remaining on frontier: %d\n", P.frontier.size());
return;
}
/*
* Used to make sure that the initial and goal cities exist in the reference file
*
* RETURN: boolean(true if the file, initial, and goal cities are valid, false if not)
*/
private static boolean load(Problem P){
if(!loadCities(P)) {
return false;
}
City InitCity = P.citiesMap.get(P.initLocation);
P.goalCity = P.citiesMap.get(P.goalLocation);
if(InitCity == null || P.goalCity == null) {
System.out.print("The initial and/or goal states weren't stated!");
return false;
}
return true;
}
/*
* Used to load city information from the reference file
* Will return information of the error if there is one
*
* RETURN: boolean(true if the file is valid, false if not)
*/
private static boolean loadCities(Problem P) {
try (BufferedReader br = new BufferedReader(new FileReader(P.inputFile))){
HashMap<String, City> cities = new HashMap<String, City>();
String line = br.readLine();
String[] cityInfo = line.split(" ");
while(cityInfo[0].equals("#")){
if(cityInfo[1].equals("Cities:")) {
line = br.readLine();
cityInfo = line.split(", ");
int cityTotal = 0;
while(!line.substring(0, 13).equals("# Distances: ")) {
cityTotal++;
City currCity = new City(cityInfo[0], Double.parseDouble(cityInfo[1]), Double.parseDouble(cityInfo[2]), P);
cities.put(cityInfo[0], currCity);
line = br.readLine();
if (line == null) {
System.out.println("There is no Distances section, and therefore a path can not be defined!");
return false;
}
cityInfo = line.split(", ");
}
if(P.verbosityLvl>=1)
System.out.printf("* Number of cities: %d\n", cityTotal);
}
line = br.readLine();
cityInfo = line.split(", ");
while(true) {
if(!createCityPath(cities, cityInfo[0], cityInfo[1], Double.parseDouble(cityInfo[2]))){
System.out.println(cityInfo[0] + " or " + cityInfo[1] + " are not defined cities, but are given in the distances section!");
return false;
}
line = br.readLine();
if (line == null) {
break;
}
cityInfo = line.split(", ");
}
}
P.citiesMap = cities;
return true;
} catch (FileNotFoundException e) {
// TODO Auto-generated catch block
e.printStackTrace();
} catch (IOException e1) {
// TODO Auto-generated catch block
e1.printStackTrace();
}
return true;
}
/*
* Used to create a city path while loading a file
*
* RETURNS: boolean(true if the path was created successfully, false if not)
*/
private static boolean createCityPath(HashMap<String, City> cities, String c1, String c2, double dist) {
City city1 = cities.get(c1);
City city2 = cities.get(c2);
if(!(city1.pathCreate(city2, dist) && city2.pathCreate(city1, dist)))
return false;
return true;
}
/*
* Used in all searches
*
* RETURNS: boolean(true if a path was found, false if not)
*/
private static boolean executeSearch(Problem P) {
P.root = P.createNode(P.citiesMap.get(P.initLocation), null);//Sets root Node to initial city
P.nodeCounter++;
P.frontier.add(P.root);
if(P.reached)
P.reachedTable.put(P.root.City, 0.0);
while(!P.frontier.isEmpty()) {
P.currNode = P.frontier.remove();
if(P.verbosityLvl >=2) {
if(P.verbosityLvl >= 4) {
String parent = P.currNode.Parent != null ?P.currNode.Parent.City.name + ")":"null)";
P.stringPrint.append(String.format(" Expanding : %-30s(p-> %-30s[f= %.1f; g= %.1f; h= %.1f]\n", P.currNode.City.name, parent, P.currNode.fN, P.currNode.gN, P.currNode.hN));
}else{
String parent = P.currNode.Parent != null ?P.currNode.Parent.City.name + ")":"null)";
System.out.printf(" Expanding : %-30s(p-> %-30s[f= %.1f; g= %.1f; h= %.1f]\n", P.currNode.City.name, parent, P.currNode.fN, P.currNode.gN, P.currNode.hN);
}
}
if (P.currNode.City.name.equals(P.goalLocation)) {
if(P.verbosityLvl == 5) {
System.out.print(P.stringPrint.toString());
}
return true;
}
City[] currNodePaths = new City[P.currNode.City.pathCity.size()];
currNodePaths = P.currNode.City.pathCity.keySet().toArray(currNodePaths);
for(int i = 0; i < P.currNode.City.pathCity.size(); i++){
Problem.Node createdNode = P.createNode(currNodePaths[i], P.currNode);
if((!P.reached)||((P.reachedTable.get(currNodePaths[i]) == null || createdNode.gN < P.reachedTable.get(currNodePaths[i])))) {
P.nodeCounter++;
if(P.reached)
P.reachedTable.put(currNodePaths[i], createdNode.gN);
if(P.verbosityLvl >= 3) {
if(P.verbosityLvl >= 4) {
String parent = P.currNode.City.name + ")";
P.stringPrint.append(String.format(" Adding : %-30s(p-> %-30s[f= %.1f; g= %.1f; h= %.1f]\n", currNodePaths[i].name, parent, createdNode.fN, createdNode.gN, createdNode.hN));
}else {
String parent = P.currNode.City.name + ")";
System.out.printf(" Adding : %-30s(p-> %-30s[f= %.1f; g= %.1f; h= %.1f]\n", currNodePaths[i].name, parent, createdNode.fN, createdNode.gN, createdNode.hN);
}
}
P.frontier.add(createdNode);
}else {
if(P.verbosityLvl >= 3) {
if(P.verbosityLvl >= 4) {
String parent = P.currNode.City.name + ")";
P.stringPrint.append(String.format(" NOT adding: %-30s(p-> %-30s[f= %.1f; g= %.1f; h= %.1f]\n", currNodePaths[i].name, parent, createdNode.fN, createdNode.gN, createdNode.hN));
}else {
String parent = P.currNode.City.name + ")";
System.out.printf(" NOT adding: %-30s(p-> %-30s[f= %.1f; g= %.1f; h= %.1f]\n", currNodePaths[i].name, parent, createdNode.fN, createdNode.gN, createdNode.hN);
}
}
}
if(P.verbosityLvl == 4) {
System.out.print(P.stringPrint.toString());
P.stringPrint = new StringBuilder("");
}
}
}
return false;
}
/*
* Holds all of the information necessary for defining the problem that the user wants to solve
*/
static private class Problem{
//All defined by user command line argument
private String inputFile = null;
private String initLocation = null;
private String goalLocation = null;
private String searchAgthm = "a-star";
private String heuristicFunction = "haversine";
private boolean reached = true;
private int verbosityLvl = 0;
private City goalCity;
private HashMap<String, City> citiesMap = null; //Holds the references to all cities in the input file (key is string of city)
private Node root = null; //Holds reference to the root of the tree during search
private Node currNode = null; //Holds reference to whatever node is currently being expanded during search
private int nodeCounter = 0; //# of nodes that have been added to frontier
private PriorityQueue<Node> frontier; //Holds all nodes on frontier
private HashMap<City, Double> reachedTable = new HashMap<City, Double>(); //Holds City that has accessed and the fN value of the node that was created with the city
private StringBuilder stringPrint = new StringBuilder();
Problem(String[] args){
for(int j = 0; j<args.length; j++){
switch (args[j]) {
case "-f":
j++;
inputFile = args[j];
break;
case "-i":
j++;
initLocation = args[j];
break;
case "-g":
j++;
goalLocation = args[j];
break;
case "-s":
j++;
searchAgthm = args[j];
break;
case "-h":
j++;
heuristicFunction = args[j];
break;
case "--no-reached":
reached = false;
break;
case "-v":
j++;
verbosityLvl = Integer.parseInt(args[j]);
break;
}
}
frontier = new PriorityQueue<Node>(new ComparitorPriority());
}
private Node createNode(City C, Node Par) {
return new Node(C, Par, this);
}
/*
* Used to hold information and references to other nodes during the search process
*/
static private class Node{
private City City = null;
private Node Parent = null;
//Used to hold data used to create the frontier and determine distances
private double gN;
private double hN;
private double fN;
Node(City C, Node Par, Problem P){
City = C;
Parent = Par;
gN = Parent != null ? this.setG(): 0.0;
hN = this.setH(P.heuristicFunction, P.goalCity);
fN = this.setF(P.searchAgthm);
}
// RETURN: double (The calculated gN value)
double setG() {
if(Parent==null)
return 0.0;
double d = Parent.gN + City.getPathCost(Parent.City);
return d;
}
// RETURN: double (The calculated hN value)
double setH(String heuristic, City goalCity) {
hN = City.huristic != -1.0 ? City.huristic : City.getHuristic(heuristic, goalCity);
return hN;
}
// RETURN: double (The calculated fN value)
double setF(String search) {
switch (search){
case("uniform"):
return gN;
case("greedy"):
return hN;
}
return gN+hN;
}
}
}
// Used for creating the frontier priority queue and order the nodes and the order that should be searched
static class ComparitorPriority implements Comparator<Problem.Node>{
public int compare(Problem.Node N1, Problem.Node N2) {
double d1 = N1.fN; double d2 = N2.fN;
if (d1-d2<0) {
return -1;
} else if (d1-d2>0) {
return 1;
} else {
return 0;
}
}
}
//Used to hold the information for a city that was found in the file
static private class City {
private String name;
private double latitude;
private double longitude;
private double huristic = -1.0;
private HashMap<City, Double> pathCity = new HashMap<City, Double>();
City(String n, double lat, double lon, Problem P){
name = n;
latitude = lat;
longitude = lon;
}
boolean pathCreate(City c, double d){
pathCity.put(c, d);
return true;
}
//PRE: Path exists
protected double getPathCost(City C) {
return pathCity.get(C);
}
double getHuristic(String huristic, City goalCity) {
if(huristic.equals("euclidean"))
return Math.sqrt(Math.pow(this.longitude - goalCity.longitude, 2) + Math.pow(this.latitude - goalCity.latitude, 2));
//Calculating Haversine formula
double chLon = Math.toRadians(longitude) - Math.toRadians(goalCity.longitude);
double chLat = Math.toRadians(latitude) - Math.toRadians(goalCity.latitude);
double a = (Math.pow((Math.sin(chLat/2)), 2)+Math.cos(Math.toRadians(goalCity.latitude))*Math.cos(Math.toRadians(this.latitude))*Math.pow((Math.sin(chLon/2)), 2));
double c = 2*(Math.atan2(Math.sqrt(a), Math.sqrt(1 - a)));
this.huristic = 3958.8*c;
return this.huristic;
}
}
}