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MOEA framework

于 2022-02-28 发布 文件大小:10.05 MB
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应用背景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, ε-MOEA, GDE3 and MOEA/D. In addition, the MOEA Framework provides the tools necessary to rapidly design, develop, execute and statistically test optimization algorithms.关键技术Its key features includes:   * Fast, reliable implementations of many state-of-the-art algorithms   * Extensible with custom algorithms, problems and operators   * Supports master-slave, island-model, and hybrid parallelization &n

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