mirror of
https://github.com/TheAlgorithms/JavaScript.git
synced 2025-07-06 09:28:26 +08:00
Dijkstra Smallest Path
This commit is contained in:
102
maths/DijkstraSmallestPath.js
Normal file
102
maths/DijkstraSmallestPath.js
Normal file
@ -0,0 +1,102 @@
|
||||
function solve(graph, s) {
|
||||
var solution = {};
|
||||
solutions[s] = [];
|
||||
solutions[s].dist = 0;
|
||||
|
||||
while(true) {
|
||||
var parent = null;
|
||||
var nearest = null;
|
||||
var dist = Infinity;
|
||||
|
||||
|
||||
for(var n in solutions) {
|
||||
if(!solutions[n])
|
||||
continue
|
||||
var ndist = solutions[n].dist;
|
||||
var adj = graph[n];
|
||||
//for each of its adjacent nodes...
|
||||
for(var a in adj) {
|
||||
//without a solution already...
|
||||
if(solutions[a])
|
||||
continue;
|
||||
//choose nearest node with lowest *total* cost
|
||||
var d = adj[a] + ndist;
|
||||
if(d < dist) {
|
||||
//reference parent
|
||||
parent = solutions[n];
|
||||
nearest = a;
|
||||
dist = d;
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
if(dist === Infinity) {
|
||||
break;
|
||||
}
|
||||
|
||||
solutions[nearest] = parent.concat(nearest);
|
||||
|
||||
solutions[nearest].dist = dist;
|
||||
}
|
||||
|
||||
return solutions;
|
||||
}
|
||||
|
||||
var graph = {};
|
||||
|
||||
\\create graph
|
||||
|
||||
var layout = {
|
||||
'R': ['2'],
|
||||
'2': ['3','4'],
|
||||
'3': ['4','6','13'],
|
||||
'4': ['5','8'],
|
||||
'5': ['7','11'],
|
||||
'6': ['13','15'],
|
||||
'7': ['10'],
|
||||
'8': ['11','13'],
|
||||
'9': ['14'],
|
||||
'10': [],
|
||||
'11': ['12'],
|
||||
'12': [],
|
||||
'13': ['14'],
|
||||
'14': [],
|
||||
'15': []
|
||||
}
|
||||
|
||||
//convert uni-directional to bi-directional graph
|
||||
// needs to look like: where: { a: { b: cost of a->b }
|
||||
// var graph = {
|
||||
// a: {e:1, b:1, g:3},
|
||||
// b: {a:1, c:1},
|
||||
// c: {b:1, d:1},
|
||||
// d: {c:1, e:1},
|
||||
// e: {d:1, a:1},
|
||||
// f: {g:1, h:1},
|
||||
// g: {a:3, f:1},
|
||||
// h: {f:1}
|
||||
// };
|
||||
|
||||
for(var id in layout) {
|
||||
if(!graph[id])
|
||||
graph[id] = {};
|
||||
layout[id].forEach(function(aid) {
|
||||
graph[id][aid] = 1;
|
||||
if(!graph[aid])
|
||||
graph[aid] = {};
|
||||
graph[aid][id] = 1;
|
||||
});
|
||||
}
|
||||
|
||||
//choose start node
|
||||
var start = '10';
|
||||
//get all solutions
|
||||
var solutions = solve(graph, start);
|
||||
|
||||
console.log("From '"+start+"' to");
|
||||
//display solutions
|
||||
for(var s in solutions) {
|
||||
if(!solutions[s]) continue;
|
||||
console.log(" -> " + s + ": [" + solutions[s].join(", ") + "] (dist:" + solutions[s].dist + ")");
|
||||
}
|
Reference in New Issue
Block a user