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86 lines
2.3 KiB
JavaScript
86 lines
2.3 KiB
JavaScript
/*
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Breadth-first approach can be applied to determine the shortest path between two nodes in an unweighted 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.
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(See also: https://en.wikipedia.org/wiki/Breadth-first_search )
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(see also: https://www.koderdojo.com/blog/breadth-first-search-and-shortest-path-in-csharp-and-net-core )
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*/
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/*
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Doctests
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> breadthFirstShortestPath(graph, 'C', 'E')
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[ 'C', 'D', 'A', 'B', 'E' ]
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> breadthFirstShortestPath(graph, 'E', 'B')
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[ 'E', 'D', 'A', 'B' ]
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> breadthFirstShortestPath(graph, 'F', 'G')
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[ 'F', 'G' ]
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> breadthFirstShortestPath(graph, 'A', 'G')
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[]
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*/
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function breadthFirstShortestPath (graph, startNode, targetNode) {
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// check if startNode & targetNode are identical
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if (startNode === targetNode) {
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return [startNode]
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}
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// visited keeps track of all nodes visited
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const visited = new Set()
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// queue contains the paths to be explored in the future
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const initialPath = [startNode]
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const queue = [initialPath]
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while (queue.length > 0) {
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// start with the queue's first path
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const path = queue.shift()
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const node = path[path.length - 1]
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// explore this node if it hasn't been visited yet
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if (!visited.has(node)) {
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// mark the node as visited
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visited.add(node)
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const neighbors = graph[node]
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// create a new path in the queue for each neighbor
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for (let i = 0; i < neighbors.length; i++) {
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const newPath = path.concat([neighbors[i]])
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// the first path to contain the target node is the shortest path
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if (neighbors[i] === targetNode) {
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return newPath
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}
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// queue the new path
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queue.push(newPath)
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}
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}
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}
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// the target node was not reachable
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return []
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}
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const graph = {
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A: ['B', 'D'],
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B: ['E'],
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C: ['D'],
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D: ['A'],
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E: ['D'],
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F: ['G'],
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G: []
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}
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/*
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A <-> B
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ʌ |
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v v
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C --> D <-- E
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F --> G
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*/
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console.log(breadthFirstShortestPath(graph, 'C', 'E'))
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console.log(breadthFirstShortestPath(graph, 'E', 'B'))
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console.log(breadthFirstShortestPath(graph, 'F', 'G'))
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console.log(breadthFirstShortestPath(graph, 'A', 'G'))
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