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Oct 1, 2021
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77 changes: 77 additions & 0 deletions src/js/algorithms/graph/gale-shapley.js
Original file line number Diff line number Diff line change
@@ -0,0 +1,77 @@
class Person {
constructor(id, gender, ranks, rankIndex, status = "single") {
this.id = id
this.gender = gender
this.ranks = ranks
this.i = rankIndex
this.status = status
this.partner = null
}
}

function galeShapley(proposers, reviewers) {
let perfectMatching = new Map()
for (let [pid, p] of proposers) {
while (p.i < p.ranks.length) {
let rid = p.ranks[p.i]
let r = reviewers.get(rid)
p.i++
if (r.status === "single") {
r.status = "engaged"
r.partner = p
p.partner = r
perfectMatching.set(pid, rid)
proposers.delete(pid)
break
} else if (r.status === "engaged" && r.ranks.get(pid) < r.ranks.get(r.partner.id)) {
perfectMatching.delete(r.partner.id)
proposers.set(r.partner.id, r.partner)
proposers.delete(pid)
r.partner.partner = null
r.partner = p
p.partner = r
perfectMatching.set(pid, rid)
break
}
}
}
return perfectMatching
}

let men = new Map()
let women = new Map()
//O(n^2)
function createPeople(n, gender, set) {
for (let i = 0; i < n; i++) {
let id = i
let rankIndex = 0
let g = gender
let ranks = new Array(n)
let p
for (let i = 0; i < n; i++) ranks[i] = i
shuffle(ranks)
if (gender == 'w') {
let wRanks = new Map()
for (let i = 0; i < n; i++) wRanks.set(i, ranks[i])
p = new Person(id, g, wRanks, null)
} else {
p = new Person(id, g, ranks, rankIndex)
}
set.set(i, p)
}
}

//fisher-yates shuffle O(n)
function shuffle(array) {
for (let i = array.length - 1; i >= 0; i--) {
let j = Math.floor(Math.random() * (i + 1))
let temp = array[i]
array[i] = array[j]
array[j] = temp
}
}

createPeople(4, 'm', men)
createPeople(4, 'w', women)
let stableMatching = galeShapley(men, women)
console.log(stableMatching)