@protonapp/stablematch
v0.0.4
Published
A pure javascript implementation of the Stable Matching Algorithm.
Downloads
192
Readme
stablematch
A pure javascript implementation of a Stable Matching Algorithm, which is used to provide a solution to the stable marriage problem (http://wikipedia.org/wiki/Stable_marriage_problem) using a left-optimized algorithm.
The core implementation was shamelessly scrubbed and adapted from the "toy" implementation by Paul Butler (https://github.com/paulgb/Python-Gale-Shapley/), adapted to javascript and improved to support asymmetric data sets.
Installation
This is the easy part, provided you have npm
installed:
npm install stablematch
Usage
Here is an example of how to pair up two six-element sets. Note the
use of amdefine, which allows
stablematch
to be used in any javascript-enabled context.
if ( typeof(define) !== 'function' )
var define = require('amdefine')(module);
define(['stablematch'], function(sma) {
// setup two sets that will be paired
var setA = ['1','2','3','4','5','6'];
var setB = ['a','b','c','d','e','f'];
// callback function `rankA` returns the preference order
// of `setB` given any element in `setA`.
var rankA = function(a) {
switch ( a )
{
case '1': return ['a', 'd', 'b', 'f', 'e', 'c'];
case '2': return ['c', 'a', 'b', 'd', 'e', 'f'];
case '3': return ['a', 'b', 'd', 'c', 'e', 'f'];
case '4': return ['d', 'a', 'b', 'e', 'c', 'f'];
case '5': return ['a', 'b', 'c', 'f', 'd', 'e'];
case '6': return ['b', 'a', 'd', 'c', 'e', 'f'];
default: throw 'no such element "' + a + '" in set A';
}
};
// callback function `rankB` returns the preference order
// of `setA` given any element in `setB`.
var rankB = function(b) {
switch ( b )
{
case 'a': return ['1', '2', '3', '4', '5', '6'];
case 'b': return ['2', '1', '4', '3', '5', '6'];
case 'c': return ['5', '1', '6', '3', '2', '4'];
case 'd': return ['1', '3', '2', '5', '4', '6'];
case 'e': return ['4', '1', '3', '6', '2', '5'];
case 'f': return ['2', '1', '4', '3', '6', '5'];
default: throw 'no such element "' + b + '" in set B';
}
};
// call stablematch.match() to pair all of the elements.
var solution = sma.match(setA, setB, rankA, rankB);
// solution ::=
// [
// ['1', 'a'], ['2', 'b'], ['3', 'd'],
// ['4', 'e'], ['5', 'c'], ['6', 'f']
// ]
});
Performance and Optimality
The implementation is not intended to be the world's best... It was, after all, a quick-n-dirty implementation done one Saturday morning just so that a basic pairing could be done inside the syncml-js package...
If you care to improve it in any way, please do so! I'll accept any pull requests that don't break it and improve performance.