Please use python and python file i/o to solve the problem. Create an input file input3_1.txt as shown below, solve the problem and print the output to output3_1.txt file as shown in the question.
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- Solve problem on 79 Project Euler. This is a Graph problem in disguise, so the key is to figure out what is node and what is an edge. In other words, what are the things that have relationships in this problem and what defines their relationships? Once you figure that out, you can use topological sort to solve the problem. Create an account on the site to confirm your answer. You can do this in any language, but a key to solving the problem is finding the indegree of each node. The indegree of a node in a directed graph is the number of edges that have that node as a destination,1 or the number of edges that lead into the node. JUNG has a built in method for graphs to do this. The other thing to keep in mind for JUNG is that you can’t make two edges with the same value. So if you’re using a String to represent edges, you can’t have two edges with the value of "A". please use java and intellijSolve problem on 79 Project Euler. This is a Graph problem in disguise, so the key is to figure out what is node and what is an edge. In other words, what are the things that have relationships in this problem and what defines their relationships? Once you figure that out, you can use topological sort to solve the problem. Create an account on the site to confirm your answer. You can do this in any language, but a key to solving the problem is finding the indegree of each node. The indegree of a node in a directed graph is the number of edges that have that node as a destination,1 or the number of edges that lead into the node. JUNG has a built in method for graphs to do this. The other thing to keep in mind for JUNG is that you can’t make two edges with the same value. So if you’re using a String to represent edges, you can’t have two edges with the value of "A".Data structure/ C language / Graph / Dijkstra’s algorithm implement a solution of a very common issue: howto get from one town to another using the shortest route.* design a solution that will let you find the shortest paths betweentwo input points in a graph, representing cities and towns, using Dijkstra’salgorithm. Your program should allow the user to enter the input filecontaining information of roads connecting cities/towns. The programshould then construct a graph based on the information provided from thefile. The user should then be able to enter pairs of cities/towns and thealgorithm should compute the shortest path between the two cities/townsentered.Attached a file containing a list of cities/towns with the following data:Field 1: Vertex ID of the 1st end of the segmentField 2: Vertex ID of the 2nd of the segmentField 3: Name of the townField 4: Distance in KilometerPlease note that all roads are two-ways. Meaning, a record may representboth the roads from feild1 to field2…
- PLEASE HELP, PYTHON THANK YOU class Graph(object): def __init__(self, graph_dict=None): ################# # Problem 1: # Check to see if the graph_dict is none # if so, create an empty dictionary and store it in graph_dict ################## #DELETE AND PUT IN THE IF AND ASSIGNMENT STATEMENTS self.__graph_dict = graph_dict ################# # Problem 2: # Create a method called vertices and pass in self as the parameter ################## #DELETE AND PUT IN THE METHOD DEFINITION """ returns the vertices of a graph """ return list(self.__graph_dict.keys()) def edges(self): """ returns the edges of a graph """ ################# # Problem 3: # Return the results of the __generate_edges ################## #DELETE AND PUT IN THE RETURN STATEMENTS1- Create a struct to store the node label and its cost:struct Node{char label;int cost;};SCS214: Data StructuresAssignment-42- Implement a class MinHeap that has the following declaration:3- Create a class WeightedGraph, which stores a graph using an adjacency matrixwith the following declaration:class WeightedGraph{ int** g; int nVertices;public:int getNVertices();//returns the number of vertices int getWeight(char,char);//returns weight of the edge connecting the givenvertices int* returnNeighbors(int v);// returns the indices of the neighbors of the vertexv as an int array int numNeighbors(int v);//returns the number of neighbors of the vertex v void loadGraphFromFile(ifstream&);//allocates the adjacency matrix & initializesedge weights from the specified file void dijkstra(char startVertex, char* prev, Node distances[] );//find the shortestpath from the start vertex to all other vertices, by filling the prev array and thedistances array};class MinHeap{ Node* heap; //an…14.12 NVCC Lab: Count number of subsets of a graph A graph is made up of a set of nodes called vertices and a set of lines called edges that connect the nodes. Informally, a connected component of a graph is a subset in which each pair of nodes is connected with each other via a path. For example, the following graph consists of two connected components (subsets). For this assignment, you are required to find out the number of connected components in a graph as specified below: implement the following method: public static int countConnectedComponents(String fileName): where fileName is the input data file representing a graph: each line in the data file contains two numbers representing a pair of vertices that are connected (an edge between these two nodes exists). For example, given the following data file: 1 2 1 3 2 3 4 5 6 8 6 7 *Code must be written in JAVA
- PLEASE HELP, PYTHON THANK YOU def add_vertex(self, vertex): if vertex not in self.__graph_dict: self.__graph_dict[vertex] = [] def add_edge(self, edge): edge = set(edge) (vertex1, vertex2) = tuple(edge) ################# # Problem 4: # Check to see if vertex1 is in the current graph dictionary ################## #DELETE AND PUT IN THE IF STATEMENTS self.__graph_dict[vertex1].append(vertex2) else: self.__graph_dict[vertex1] = [vertex2] def __generate_edges(self): edges = [] ################# # Problem 5: # Loop through all of the data in the graph dictionary and use the variable vertex for the loop'ed data ################## #DELETE AND PUT IN THE LOOP STATEMENTS for neighbour in self.__graph_dict[vertex]: if {neighbour, vertex} not in edges: edges.append({vertex, neighbour}) return edges…Problem Statement: Write a program which should create a weighted graph of the values entered by the user and then write functions that perform the following: 1. Depth first search of source and destination vertex 2. Breadth first search of source and destination vertex 3. Shortest path search of source and all destination vertices (Dijkstra's algorithm) 4. Shortest path search of source and destination vertex (Dijkstra's algorithm) The program should present a menu of the options and should run until the user opts to quit.C++, void traverseWithDijkstra(string start); ➔Use Dijkstra's algorithm to compute the single source shortest path in the graph from the start city to all other nodes in its component. ➔You don’t print anything in this function. Storing the distance associated with every node relative to the start node is enough. .hpp #ifndef GRAPH_H #define GRAPH_H #include<vector> #include<iostream> using namespace std; struct vertex; struct adjVertex{ vertex *v; int weight; }; struct vertex{ vertex() { this->visited = false; this->distance = 0; this->pred = NULL; } string name; bool visited; int distance; vertex *pred; vector<adjVertex> adj; }; class Graph { public: void createEdge(string v1, string v2, int num); void insertVertex(string name); void displayEdges(); void depthFirstTraversal(string sourceVertex); void traverseWithDijkstra(string sourceVertex); void minDistPath(string start, string end); private: vector<vertex*> vertices; };
- Application: Apply Algorithm (Q5 – Q7) The following questions ask you to manually apply an algorithm introduced in the lecture and demonstrate your understanding by describing intermediate states of the computation. Question 5 (Sorting) Write down the list content at the end of each iteration of the main loop (ie. end of each pass) of Insertion Sort for the following list: [14,12,7,4,18,9] Use one line for each pass. Question 6 (Graph Traversal) Apply Depth First Search (DFS) to traverse the following graph. Start your traversal from vertex 0, and write down the order in which vertices will be visited during the traversal. (image for this question also attached) Question 7 (Gaussian elimination) (image for this question also attached) Apply forward elimination to this system of linear equations to put it into the upper triangular form. ⎛⎝⎜⎜1 1 2225−12−1⎞⎠⎟⎟⎛⎝⎜⎜? ? ?⎞⎠⎟⎟=⎛⎝⎜⎜6 3 13⎞⎠⎟⎟(12−1 122 25−1)(� � �)=(6 3 13) Write each row operation you use to solve the problem. Find…Graphs: Depth First Traversal Starting with the same graph program as last assignment, implement a depth first traversal method. Test iy on nodes 1, 2, and 3 as start nodes. Graph program: #include <iostream>#include <vector>#include <string>using namespace std; class Edge;//-------------------------------------------------------------////class Node{public:Node(string iname){name = iname;}string name;int in_count = 0;bool visited = false; vector<Edge *> out_edge_list;};//-------------------------------------------------------------////class Edge{public:Edge(string iname, double iweight, Node *ifrom, Node *ito){name = iname;weight = iweight;from = ifrom;to = ito;} string name;double weight;Node *from;Node *to;bool visited = false;}; //-------------------------------------------------------------////class Graph{public:vector<Node *> node_list;vector<Edge *> edge_list; //----------------------------------------------------------//Node*…A graph file is provided below. What is the total number of fan-in and fan-out of vertex 4? # Graph example 5 # Number of vertices D # Directed graph 0 1 10 # List of edges 0 3 20 1 3 5 0 2 3 2 1 2 2 4 15 3 4 11