+++
title = "Software"
+++

### mooutils

  C++ library containing several utilities to aid in the
  implementation of multi-objective optimization algorithms, such as:
  quality indicators, dominance relations, sets of non-dominated
  points/solutions, queues of solutions.

  [Github](https://github.com/adbjesus/mooutils),
  [Zenodo](https://doi.org/10.5281/zenodo.6855878)

### mobkp

  C++ library and solver for the multi-objective binary knapsack
  problem, which includes several state of the art algorithms.

  [Github](https://github.com/adbjesus/mobkp),
  [Zenodo](https://doi.org/10.5281/zenodo.6857685)

### anytime

  R library to help analyze the anytime behavior of algorithms, which
  provides several publication ready `ggplot2` plots, and a scalar
  measure of anytime performance.

  [Github](https://github.com/adbjesus/anytime),
  [Zenodo](https://doi.org/10.5281/zenodo.6856119)

### nondLib

  C++ library for building and updatings sets of nondominated points,
  providing several methods to filter the nondominated points from a
  larger set, and a method to add nondominated points to a set.

  [Github](https://github.com/TLDart/nondLib),
  [Zenodo](https://doi.org/10.5281/zenodo.4733026)

### apm

  C++ library and binary for computing models of anytime
  performance. Currently, it supports a theoretical model of anytime
  performance for bi-objective anytime algorithms that find at each
  iteration a solution to a bi-objective problem.

  [Github](https://github.com/adbjesus/apm),
  [Zenodo](https://doi.org/10.5281/zenodo.6856094)

### moco\_abm

  Rust library and binary to compute the ideal anytime behavior
  theoretical model for bi-objective anytime algorithms that collect
  an efficient solution at each iteration.

  [Github](https://github.com/adbjesus/moco_abm),
  [Zenodo](https://doi.org/10.5281/zenodo.2551046)