果蝇优化算法研究综述
发布时间：2019-05-28 18:31
【摘要】：果蝇优化算法(FOA)是一种新兴的群体智能算法,其思想来源于果蝇群体觅食行为。为进一步推广应用FOA并为深入研究该算法提供相关资料,在分析FOA基本原理和优缺点的基础上,从FOA各种改进技术及其应用等方面进行深入调查,论述了该算法的改进策略,并阐述了FOA在复杂函数优化、参数优化和组合优化等方面的应用。最后对FOA发展趋势做出展望。
[Abstract]:Drosophila melanogaster optimization algorithm (FOA) is a new swarm intelligence algorithm, whose idea comes from the foraging behavior of Drosophila melanogaster population. In order to further popularize and apply FOA and provide relevant data for further study of the algorithm, on the basis of analyzing the basic principle, advantages and disadvantages of FOA, various improvement techniques of FOA and their applications are investigated deeply, and the improvement strategy of the algorithm is discussed. The application of FOA in complex function optimization, parameter optimization and combinatorial optimization is also described. Finally, the development trend of FOA is prospected.
【作者单位】： 贵州大学机械工程学院;贵州大学大数据与信息工程学院;
【基金】：国家自然科学基金(51475097) 工信部智能制造示范项目(工信部联装[2016]213) 贵州省基础研究重大项目(黔科合JD字[2014]2001) 贵州大学研究生创新基地项目(贵大研CXJD[2015]003)资助
【分类号】：TP18
本文编号：2487267
[Abstract]:Drosophila melanogaster optimization algorithm (FOA) is a new swarm intelligence algorithm, whose idea comes from the foraging behavior of Drosophila melanogaster population. In order to further popularize and apply FOA and provide relevant data for further study of the algorithm, on the basis of analyzing the basic principle, advantages and disadvantages of FOA, various improvement techniques of FOA and their applications are investigated deeply, and the improvement strategy of the algorithm is discussed. The application of FOA in complex function optimization, parameter optimization and combinatorial optimization is also described. Finally, the development trend of FOA is prospected.
【作者单位】： 贵州大学机械工程学院;贵州大学大数据与信息工程学院;
【基金】：国家自然科学基金(51475097) 工信部智能制造示范项目(工信部联装[2016]213) 贵州省基础研究重大项目(黔科合JD字[2014]2001) 贵州大学研究生创新基地项目(贵大研CXJD[2015]003)资助
【分类号】：TP18
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相关硕士学位论文 前2条
1 吴易轩;果蝇优化算法改进及应用研究[D];广西民族大学;2017年
2 左词立;基于云模型的果蝇优化算法及应用研究[D];湖南科技大学;2017年
，本文编号：2487267
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