Merge pull request #572 from algobytewise/add-BreadthFirstShortestPath

Add algorithm Breadth-first shortest path
This commit is contained in:
Tapajyoti Bose
2021-02-28 08:48:34 +05:30
committed by GitHub

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/*
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
ʌ |
| |
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'))