Skip to content

Add algorithm Breadth-first shortest path #572

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
Merged
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
88 changes: 88 additions & 0 deletions Graphs/BreadthFirstShortestPath.js
Original file line number Diff line number Diff line change
@@ -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
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'))
pFad - Phonifier reborn

Pfad - The Proxy pFad of © 2024 Garber Painting. All rights reserved.

Note: This service is not intended for secure transactions such as banking, social media, email, or purchasing. Use at your own risk. We assume no liability whatsoever for broken pages.


Alternative Proxies:

Alternative Proxy

pFad Proxy

pFad v3 Proxy

pFad v4 Proxy