diff --git a/Graphs/BreadthFirstShortestPath.js b/Graphs/BreadthFirstShortestPath.js new file mode 100644 index 0000000000..18df52897e --- /dev/null +++ b/Graphs/BreadthFirstShortestPath.js @@ -0,0 +1,88 @@ +/* +Breadth-first approach can be applied to determine the shortest path between two nodes +in an equi-weighted graph. It searches the target node among all neighbors of the +starting node, then the process is repeated on the level of the neighbors of the +neighbors and so on. +(See also: https://en.wikipedia.org/wiki/Breadth-first_search ) +(see also: https://www.koderdojo.com/blog/breadth-first-search-and-shortest-path-in-csharp-and-net-core ) +*/ + +/* +Doctests +> breadthFirstShortestPath(graph, 'C', 'E') +[ 'C', 'D', 'A', 'B', 'E' ] +> breadthFirstShortestPath(graph, 'E', 'B') +[ 'E', 'D', 'A', 'B' ] +> breadthFirstShortestPath(graph, 'F', 'G') +[ 'F', 'G' ] +> breadthFirstShortestPath(graph, 'A', 'G') +[] +*/ + +function breadthFirstShortestPath (graph, startNode, targetNode) { + // check if startNode & targetNode are identical + if (startNode === targetNode) { + return [startNode] + } + + // visited keeps track of all nodes visited + const visited = new Set() + + // queue contains the paths to be explored in the future + const initialPath = [startNode] + const queue = [initialPath] + + while (queue.length > 0) { + // start with the queue's first path + const path = queue.shift() + const node = path[path.length - 1] + + // explore this node if it hasn't been visited yet + if (!visited.has(node)) { + // mark the node as visited + visited.add(node) + + const neighbors = graph[node] + + // create a new path in the queue for each neighbor + for (let i = 0; i < neighbors.length; i++) { + const newPath = path.concat([neighbors[i]]) + + // the first path to contain the target node is the shortest path + if (neighbors[i] === targetNode) { + return newPath + } + + // queue the new path + queue.push(newPath) + } + } + } + + // the target node was not reachable + return [] +} + +const graph = { + A: ['B', 'D'], + B: ['E'], + C: ['D'], + D: ['A'], + E: ['D'], + F: ['G'], + G: [] +} +/* + A <-> B + ĘŚ | + | | + v v +C --> D <-- E + +F --> G +*/ + +console.log(breadthFirstShortestPath(graph, 'C', 'E')) +console.log(breadthFirstShortestPath(graph, 'E', 'B')) +console.log(breadthFirstShortestPath(graph, 'F', 'G')) +console.log(breadthFirstShortestPath(graph, 'A', 'G')) pFad - Phonifier reborn

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