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Metaheuristics for the generalized assignment problem written in JavaScript

Home Page: https://lorenzogatto.github.io/GAPsolvers/

License: MIT License

C# 21.18% ASP 1.01% HTML 7.18% JavaScript 70.64%
gap simulated-annealing tabu-search iterated-local-search variable-neighborhood-search generalized-assignment-problem

gapsolvers's Introduction

Demo available at https://lorenzogatto.github.io/GAPsolvers/index.html

Metaheuristics for the generalized assignment problem written in JavaScript.

Implemented metaheuristics are:

  • Simulated annealing
  • Tabu search
  • Iterated local search
  • Variable neighborhood search

The latter two algorithms are the ones giving the best performance, about 3% above the optimum on large instances.

Costs of optimal solutions can be found at http://astarte.csr.unibo.it/gapdata/gapinstances.html for most instances.

The original instace files can be found at http://people.brunel.ac.uk/~mastjjb/jeb/orlib/gapinfo.html and http://www.al.cm.is.nagoya-u.ac.jp/~yagiura/gap/.

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