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MOEA Framework

A Free and Open Source Java Framework for Multiobjective Optimization
README.md

The MOEA Framework is a free and open source Java library for developing and experimenting with multiobjective evolutionary algorithms (MOEAs) and other general-purpose multiobjective optimization algorithms. The MOEA Framework supports genetic algorithms, differential evolution, particle swarm optimization, genetic programming, grammatical evolution, and more. A number of algorithms are provided out-of-the-box, including NSGA-II, NSGA-III, U-NSGA-III, ε-MOEA, GDE3, PAES, PESA2, SPEA2, IBEA, SMS-EMOA, SMPSO, OMOPSO, CMA-ES, AGE-MOEA-II, and MOEA/D. In addition, the MOEA Framework provides the tools necessary to rapidly design, develop, execute and statistically test optimization algorithms.

Visit https://github.com/MOEAFramework/MOEAFramework to get started!

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  1. MOEAFramework MOEAFramework Public

    A Free and Open Source Java Framework for Multiobjective Optimization

    Java 322 128

  2. JMetal-Plugin JMetal-Plugin Public

    Plugin for creating JMetal algorithms within the MOEA Framework

    Java 2

  3. PISA-Plugin PISA-Plugin Public

    Plugin for using PISA selectors within the MOEA Framework

    Java

  4. GeneralizedDecomposition GeneralizedDecomposition Public

    Plugin for adding GD-MOEA/D

    Java 1

  5. RealWorldBenchmarks RealWorldBenchmarks Public

    Collection of real-world multiobjective benchmark problems

    C++ 1

Repositories

Showing 10 of 11 repositories
  • MOEAFramework Public

    A Free and Open Source Java Framework for Multiobjective Optimization

    MOEAFramework/MOEAFramework’s past year of commit activity
    Java 322 128 0 0 Updated Sep 13, 2024
  • RealWorldBenchmarks Public

    Collection of real-world multiobjective benchmark problems

    MOEAFramework/RealWorldBenchmarks’s past year of commit activity
    C++ 1 0 0 0 Updated Aug 22, 2024
  • .github Public

    Common files shared across repos

    MOEAFramework/.github’s past year of commit activity
    0 0 0 0 Updated Aug 7, 2024
  • JMetal-Plugin Public

    Plugin for creating JMetal algorithms within the MOEA Framework

    MOEAFramework/JMetal-Plugin’s past year of commit activity
    Java 2 0 0 0 Updated Aug 6, 2024
  • IntegrationTests Public

    Integration and performance testing for the MOEA Framework

    MOEAFramework/IntegrationTests’s past year of commit activity
    Java 1 0 0 1 Updated Aug 6, 2024
  • PISA-Plugin Public

    Plugin for using PISA selectors within the MOEA Framework

    MOEAFramework/PISA-Plugin’s past year of commit activity
    Java 0 0 0 0 Updated Aug 5, 2024
  • GeneralizedDecomposition Public

    Plugin for adding GD-MOEA/D

    MOEAFramework/GeneralizedDecomposition’s past year of commit activity
    Java 1 0 0 0 Updated Aug 3, 2024
  • ApacheIgniteExample Public

    Example parallelizing work using Apache Ignite

    MOEAFramework/ApacheIgniteExample’s past year of commit activity
    Java 0 1 0 0 Updated May 8, 2024
  • Archive Public

    Archive of MOEA resources

    MOEAFramework/Archive’s past year of commit activity
    MATLAB 0 0 0 0 Updated May 6, 2024
  • Hypervolume Public

    Collection of open source hypervolume codes that have been standardized to work with the MOEA Framework.

    MOEAFramework/Hypervolume’s past year of commit activity
    C 13 3 1 0 Updated Apr 6, 2024
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