add

A cross-browser, numerically stable algorithm to add floats accurately


Keywords
numerically, stable, faithful, rounding, float, error, propagation, summation, accumulate, addition, numerical, analysis
License
MIT
Install
npm install add@2.0.1

Documentation

Add

Build Status

browser support

A cross-browser, numerically stable way to add floats in Javascript. Produces a faithful rounding of the sum (the result is an immediate floating-point neighbor of the true value).

Algorithm: Rump-Ogita-Oishi

Usage

var add = require('add')
  , evil = [0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0, 1.1, 1.2, 1.3, 1.4, 1.5, 1.6, 1.7]
  , dumbsum = function (a,b) { return a+b }

console.log(evil.reduce(dumbsum)) => 15.299999999999999

console.log(add(evil)) => 15.3

Performance

The performance benchmark tesll you how much slower add is compared to dumb addition. Run it using:

$ npm run benchmark

Here are some results (OS X 10.9.4, 2 GHz Core i7, 8GB DDR3 1600Mhz RAM):

add-precise x 1,400,712 ops/sec ±3.31% (89 runs sampled)
add-dumb x 24,268,034 ops/sec ±3.96% (80 runs sampled)
native x 94,957,251 ops/sec ±2.94% (85 runs sampled)
native is ~67.8 times faster than add-precise

License

The MIT License (MIT)

Copyright (c) 2014 Ben Ng

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.