Add algorithm Breadth-first shortest path

This commit is contained in:
algobytewise
2021-02-25 15:28:52 +05:30
committed by GitHub
parent 4bc2b28b7e
commit d11df93cd0

View File

@ -0,0 +1,85 @@
/*
Breadth-first approach can be applied to determine the shortest path between two nodes in a 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 = []
// 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.includes(node)) {
// mark the node as visited
visited.push(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'))