Question: did i do the two classes correctly? 1 . exactVC. This algorithm will find optimal vertex covers. 2 . exactIS. This algorithm will find optimal
did i do the two classes correctly?
exactVC. This algorithm will find optimal vertex covers.
exactIS. This algorithm will find optimal independent sets.
public class Graph
return an array containing the vertex numbers of an optimal VC
public static int exactVCGraph inputGraph
int graph inputGraph.getGraph;
boolean coveredEdges new booleangraphlength; Track if edges are covered
List vertexCover new ArrayList;
Loop until all edges are covered
while allEdgesCoveredgraph coveredEdges
int bestVertex ;
int maxCovered ;
Find the vertex that covers the most uncovered edges
for int i ; i graph.length; i
int uncoveredEdgeCount ;
Loop through the neighbors of vertex i
for int neighbor : graphi
if coveredEdgesicoveredEdgesneighbor
uncoveredEdgeCount;
Systemout.printlnVertex i covers uncoveredEdgeCount uncovered edges.";
if uncoveredEdgeCount maxCovered
maxCovered uncoveredEdgeCount;
bestVertex i;
If no best vertex is found, there's an issue
if bestVertex
System.out.printlnError: No valid vertex found!";
break;
Add the best vertex to the vertex cover
vertexCover.addbestVertex;
Mark edges incident to the best vertex as covered
for int neighbor : graphbestVertex
coveredEdgesbestVertex true;
coveredEdgesneighbor true;
Return the vertex cover as an array
return vertexCover.streammapToIntInteger::intValuetoArray;
Helper function to check if all edges are covered
private static boolean allEdgesCoveredint graph, boolean coveredEdges
for int i ; i graph.length; i
for int neighbor : graphi
if coveredEdgesi && coveredEdgesneighbor
return false; An uncovered edge exists
return true; All edges are covered
public static int optimalISGraph inputGraph
int adjacencyList inputGraph.getGraph;
int n adjacencyList.length;
boolean selected new booleann;
List result new ArrayList;
Helper function for backtracking
findMaxIndependentSetadjacencyList selected, new ArrayList result;
Convert result list to array
int optimalSet result.streammapToIntInteger::intValuetoArray;
System.out.printlnOptimal Independent Set found: Arrays.toStringoptimalSet;
return optimalSet;
private static void findMaxIndependentSet
int adjList, boolean selected, int index, List currentSet, List bestSet
if index adjList.length
if currentSetsize bestSet.size
bestSet.clear;
bestSet.addAllcurrentSet;
return;
Exclude the current vertex
findMaxIndependentSetadjList selected, index currentSet, bestSet;
Include the current vertex if possible
boolean canInclude true;
for int neighbor : adjListindex
if selectedneighbor
canInclude false;
break;
if canInclude
selectedindex true;
currentSet.addindex;
findMaxIndependentSetadjList selected, index currentSet, bestSet;
currentSet.removecurrentSetsize;
selectedindex false;
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