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* feat(graph): Add Edmonds's algorithm for minimum spanning arborescence * test: Add test cases to achieve 100% coverage
173 lines
6.1 KiB
Java
173 lines
6.1 KiB
Java
package com.thealgorithms.graph;
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import static org.junit.jupiter.api.Assertions.assertEquals;
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import static org.junit.jupiter.api.Assertions.assertThrows;
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import java.util.ArrayList;
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import java.util.List;
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import org.junit.jupiter.api.Test;
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class EdmondsTest {
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@Test
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void testSimpleGraphNoCycle() {
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int n = 4;
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int root = 0;
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List<Edmonds.Edge> edges = new ArrayList<>();
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edges.add(new Edmonds.Edge(0, 1, 10));
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edges.add(new Edmonds.Edge(0, 2, 1));
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edges.add(new Edmonds.Edge(2, 1, 2));
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edges.add(new Edmonds.Edge(2, 3, 5));
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// Expected arborescence edges: (0,2), (2,1), (2,3)
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// Weights: 1 + 2 + 5 = 8
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long result = Edmonds.findMinimumSpanningArborescence(n, edges, root);
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assertEquals(8, result);
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}
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@Test
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void testGraphWithOneCycle() {
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int n = 4;
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int root = 0;
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List<Edmonds.Edge> edges = new ArrayList<>();
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edges.add(new Edmonds.Edge(0, 1, 10));
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edges.add(new Edmonds.Edge(2, 1, 4));
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edges.add(new Edmonds.Edge(1, 2, 5));
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edges.add(new Edmonds.Edge(2, 3, 6));
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// Min edges: (2,1, w=4), (1,2, w=5), (2,3, w=6)
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// Cycle: 1 -> 2 -> 1, cost = 4 + 5 = 9
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// Contract {1,2} to C.
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// New edge (0,C) with w = 10 - min_in(1) = 10 - 4 = 6
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// New edge (C,3) with w = 6
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// Contracted MSA cost = 6 + 6 = 12
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// Total cost = cycle_cost + contracted_msa_cost = 9 + 12 = 21
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long result = Edmonds.findMinimumSpanningArborescence(n, edges, root);
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assertEquals(21, result);
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}
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@Test
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void testComplexGraphWithCycle() {
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int n = 6;
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int root = 0;
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List<Edmonds.Edge> edges = new ArrayList<>();
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edges.add(new Edmonds.Edge(0, 1, 10));
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edges.add(new Edmonds.Edge(0, 2, 20));
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edges.add(new Edmonds.Edge(1, 2, 5));
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edges.add(new Edmonds.Edge(2, 3, 10));
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edges.add(new Edmonds.Edge(3, 1, 3));
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edges.add(new Edmonds.Edge(1, 4, 7));
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edges.add(new Edmonds.Edge(3, 4, 2));
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edges.add(new Edmonds.Edge(4, 5, 5));
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// Min edges: (3,1,3), (1,2,5), (2,3,10), (3,4,2), (4,5,5)
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// Cycle: 1->2->3->1, cost = 5+10+3=18
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// Contract {1,2,3} to C.
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// Edge (0,1,10) -> (0,C), w = 10-3=7
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// Edge (0,2,20) -> (0,C), w = 20-5=15. Min is 7.
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// Edge (1,4,7) -> (C,4,7)
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// Edge (3,4,2) -> (C,4,2). Min is 2.
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// Edge (4,5,5) -> (4,5,5)
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// Contracted MSA: (0,C,7), (C,4,2), (4,5,5). Cost = 7+2+5=14
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// Total cost = 18 + 14 = 32
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long result = Edmonds.findMinimumSpanningArborescence(n, edges, root);
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assertEquals(32, result);
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}
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@Test
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void testUnreachableNode() {
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int n = 4;
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int root = 0;
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List<Edmonds.Edge> edges = new ArrayList<>();
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edges.add(new Edmonds.Edge(0, 1, 10));
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edges.add(new Edmonds.Edge(2, 3, 5)); // Node 2 and 3 are unreachable from root 0
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long result = Edmonds.findMinimumSpanningArborescence(n, edges, root);
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assertEquals(-1, result);
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}
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@Test
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void testNoEdgesToNonRootNodes() {
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int n = 3;
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int root = 0;
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List<Edmonds.Edge> edges = new ArrayList<>();
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edges.add(new Edmonds.Edge(0, 1, 10)); // Node 2 is unreachable
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long result = Edmonds.findMinimumSpanningArborescence(n, edges, root);
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assertEquals(-1, result);
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}
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@Test
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void testSingleNode() {
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int n = 1;
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int root = 0;
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List<Edmonds.Edge> edges = new ArrayList<>();
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long result = Edmonds.findMinimumSpanningArborescence(n, edges, root);
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assertEquals(0, result);
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}
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@Test
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void testInvalidInputThrowsException() {
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List<Edmonds.Edge> edges = new ArrayList<>();
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assertThrows(IllegalArgumentException.class, () -> Edmonds.findMinimumSpanningArborescence(0, edges, 0));
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assertThrows(IllegalArgumentException.class, () -> Edmonds.findMinimumSpanningArborescence(5, edges, -1));
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assertThrows(IllegalArgumentException.class, () -> Edmonds.findMinimumSpanningArborescence(5, edges, 5));
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}
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@Test
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void testCoverageForEdgeSelectionLogic() {
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int n = 3;
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int root = 0;
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List<Edmonds.Edge> edges = new ArrayList<>();
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// This will cover the `edge.weight < minWeightEdge[edge.to]` being false.
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edges.add(new Edmonds.Edge(0, 1, 10));
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edges.add(new Edmonds.Edge(2, 1, 20));
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// This will cover the `edge.to != root` being false.
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edges.add(new Edmonds.Edge(1, 0, 100));
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// A regular edge to make the graph complete
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edges.add(new Edmonds.Edge(0, 2, 5));
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// Expected MSA: (0,1, w=10) and (0,2, w=5). Total weight = 15.
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long result = Edmonds.findMinimumSpanningArborescence(n, edges, root);
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assertEquals(15, result);
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}
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@Test
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void testCoverageForContractedSelfLoop() {
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int n = 4;
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int root = 0;
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List<Edmonds.Edge> edges = new ArrayList<>();
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// Connect root to the cycle components
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edges.add(new Edmonds.Edge(0, 1, 20));
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// Create a cycle 1 -> 2 -> 1
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edges.add(new Edmonds.Edge(1, 2, 5));
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edges.add(new Edmonds.Edge(2, 1, 5));
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// This is the CRITICAL edge for coverage:
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// It connects two nodes (1 and 2) that are part of the SAME cycle.
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// After contracting cycle {1, 2} into a supernode C, this edge becomes (C, C),
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// which means newU == newV. This will trigger the `false` branch of the `if`.
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edges.add(new Edmonds.Edge(1, 1, 100)); // Also a self-loop on a cycle node.
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// Add another edge to ensure node 3 is reachable
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edges.add(new Edmonds.Edge(1, 3, 10));
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// Cycle {1,2} has cost 5+5=10.
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// Contract {1,2} to supernode C.
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// Edge (0,1,20) becomes (0,C, w=20-5=15).
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// Edge (1,3,10) becomes (C,3, w=10).
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// Edge (1,1,100) is discarded because newU == newV.
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// Cost of contracted graph = 15 + 10 = 25.
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// Total cost = cycle cost + contracted cost = 10 + 25 = 35.
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long result = Edmonds.findMinimumSpanningArborescence(n, edges, root);
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assertEquals(35, result);
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}
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}
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