Programming and Data Structures Assignment: Graph based clustering
Introduction
In this assignment, you will create a C++ program that receives in input a weighted graph and groups its nodes in the required number of clusters.
Input and Output
The input is a single text file containing:
• The graph, in adjacent list format
• The weight matrix
• The required number of clusters
Example 1 of input
1 2 3 4
0 2 3
0 1 3
0 1 2
0
0 3 4 5 2
3 0 2 4 -999
4 2 0 1 -999
5 4 1 0 -999
2 -999 -999 -999 0
2
-999 represents infinite distance (no connection between two nodes). This input corresponds to the following weighted, undirected graph
The output of your program should be a text file containing the clusters, represented as list of nodes on different rows. As a convention, nodes should appear in numerical order. Clusters should be sorted by numerical order of their first node.
Example 1 of output
0 4
1 2 3
Handling invalid input
Your program should be able to recognize invalid input of the following nature:
• Mismatch between size of adjacency list and weight matrix. You can assume that the adjacency list and the weight matrix will always be present in the input file and contain only numbers, but it is possible that their sizes do not match.
• Request for an invalid number n of clusters (n<1, n>number of nodes in the graph or n missing)
In both cases, the output file should be left empty.
The main C++ program will become the executable to be tested by the TAs. The result should be written on another text file (output file), provided on the command line. The input and output files are specified in the command line, not inside the C++ code.
The general call to the executable (sum_rowcol, in this example) is as follows:
cluster "A=;C="
Call example with one input file and another output file.
cluster "A=a.txt;C=c.out"
Requirements
• It is NOT allowed to use vector classes or other classes provided in the STL.
• Your C++ code must be clear, indented and commented.
• Your program will be tested with GNU C++. Therefore, you are encouraged to work on Unix, or at least make sure that your code compiles and runs successfully on the server.
• You can use other C++ compilers, but the TAs cannot provide support or test your programs with other compilers.
Attachment:- Graph-Type.rar