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Has anyone seen a simplex library for javascript/nodejs

开发者 https://www.devze.com 2023-03-14 15:02 出处:网络
I\'ve been writing a lot of m开发者_高级运维y scripts in NodeJs, but I need to use something like the GLPK libraries in order to handle some of the optimizations in my scripts.Has anyone heard of a ja

I've been writing a lot of m开发者_高级运维y scripts in NodeJs, but I need to use something like the GLPK libraries in order to handle some of the optimizations in my scripts. Has anyone heard of a javascript driver? I wonder how hard it would be to port coin to a V8 library.. probably above my pay grade.


Not sure if its what the OP is looking for, but I'm working on something here that might work. You would use it like this:

var solver = new Solver,
    results,
    model = {
    optimize: "profit",
    opType: "max",
    constraints: {
        "Costa Rican" : {max: 200},
        "Etheopian": {max: 330}
    },
    variables: {
        "Yusip": {"Costa Rican" : 0.5, "Etheopian": 0.5, profit: 3.5},
        "Exotic": {"Costa Rican" : 0.25, "Etheopian": 0.75, profit: 4}
    }
};

results = solver.solve(model);
console.log(results);

Where the results would end up being:

{feasible: true, Yusip: 270, Exotic: 260, result: 1985}

Its probably not the fastest solver in the world, but its easy enough to work with.


Javascript Simplex Libraries

  • SimplexJS
  • SimpleSimplex
  • YASMIJ.js

YASMIJ Example:

var input = {
    type: "maximize",
    objective : "x1 + 2x2 - x3",
    constraints : [
        "2x1 + x2 + x3 <= 14",
        "4x1 + 2x2 + 3x3 <= 28",
        "2x1 + 5x2 + 5x3 <= 30"
    ]
};
YASMIJ.solve( input ).toString();
// returns
"{"result":{"slack1":0,"slack2":0,"slack3":0,"x1":5,"x2":4,"x3":0,"z":13}}"


I don't know if this will help, but please have a look at numericjs.com. It's a javascript numerical analysis library that I'm working on that has a rudimentary implementation of a linear programming algorithm.


GLPK has actually been ported to JavaScript using emScripten. The resulting js is about 1 MB minified and 230 KB zipped.

As of today August 2018

1) Last committed Dec 2015: https://github.com/hgourvest/node-glpk

2) Last committed Dec 2017: https://github.com/jvail/glpk.js

Try them out!

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