Uninformed (Blind) Search

Depth-First Search (DFS)

Depth-First Search (DFS) is a classic algorithm for traversing or searching through tree and graph data structures. As the name suggests, DFS explores as far down a branch as possible before backtracking to examine other paths. This behavior makes DFS particularly useful in scenarios where exploring deep hierarchies or paths is necessary. It relies on a stack data structure — either explicitly (using a manual stack) or implicitly (via recursion) — to manage the nodes being visited.

Example of use


<?php

// Create the graph and add vertices with their levels
use app\classes\search\UninformedSearchGraph;

$graph = new UninformedSearchGraph();

// Add vertices with their levels
$graph->addVertex('S', 0);  // Level 0
$graph->addVertex('A', 1);  // Level 1
$graph->addVertex('H', 1);  // Level 1
$graph->addVertex('B', 2);  // Level 2
$graph->addVertex('C', 2);  // Level 2
$graph->addVertex('I', 2);  // Level 2
$graph->addVertex('J', 2);  // Level 2
$graph->addVertex('D', 3);  // Level 3
$graph->addVertex('E', 3);  // Level 3
$graph->addVertex('K', 3);  // Level 3 (First K)

// Add edges according to the tree structure
$graph->addEdge('S', 'A');
$graph->addEdge('S', 'H');
$graph->addEdge('A', 'B');
$graph->addEdge('A', 'C');
$graph->addEdge('B', 'D');
$graph->addEdge('B', 'E');
$graph->addEdge('C', 'K');
$graph->addEdge('H', 'I');
$graph->addEdge('H', 'J');

// Perform DFS starting from 'S' to find 'K'
$searchResult = $graph->dfs('S', 'K');

// Output the DFS traversal
echo "DFS traversal starting from vertex 'S':\n";
echo "--------------------------------------\n\n";
$graph->printPath($searchResult);

Graph:

Starting DFS traversal...

Result: Memory: 0.077 Mb Time running: 0.001 sec.


                DFS traversal starting from vertex 'S':
--------------------------------------

Node: S (Level 0)
Node: A (Level 1)
Node: B (Level 2)
Node: D (Level 3)
Node: E (Level 3)
Node: C (Level 2)
Node: K (Level 3)