SlimeMolds黏菌优化.zip_黏菌优化算法C代码资源-CSDN文库

共332个文件

txt：328个

m：3个

mexw64：1个

需积分: 3 120 浏览量 2024-05-26 23:32:40 上传评论收藏 3.6MB ZIP 举报

黏菌优化算法是一种新兴的生物启发式优化方法，源自黏菌在寻找食物过程中表现出的智能行为。这个"SlimeMolds黏菌优化.zip"压缩包包含了一套基于黏菌优化算法的开发应用，用于解决复杂优化问题。它适用于学习和交流，且文件会随着新资源的添加而不断更新。主要文件包括以下几个部分： 1. **main.m**：这是主程序文件，它调用了其他函数并控制整个优化过程。在这个文件中，你可以看到如何设置参数、初始化黏菌群、迭代求解以及结果的处理和展示。主程序通常会定义问题的优化目标、约束条件以及黏菌优化算法的核心逻辑。 2. **SMA.m**：这是黏菌优化算法的核心函数。它实现了黏菌的行为模拟，包括黏菌的移动、信息素的释放和吸收等关键步骤。黏菌优化算法通常包括黏菌个体的随机探索、信息素浓度的动态更新以及全局最优解的追踪。 3. **AdaptFunc.m**：这是一个适应度函数，用于评估黏菌在当前搜索空间中的优劣。适应度函数根据目标函数值计算每个黏菌的适应度，并据此指导黏菌的下一步行动。在"cec17_func.mexw64"中可能包含了CEC（Combinatorial Evolutionary Computation）2017年的测试函数集合，这些函数常用于测试和比较不同优化算法的性能。 4. **cec17_func.mexw64**：这是一个预编译的函数，用于计算CEC2017的多模态优化测试函数。MEX文件是MATLAB与C/C++代码的接口，它可以提高执行效率，尤其对于计算密集型任务。这个文件可能包含多个高维度、非线性、有或无约束的优化问题，是评估优化算法性能的标准测试集。 5. **input_data**：这个文件或文件夹可能包含输入数据，如初始黏菌的位置、优化问题的参数设定或者其他辅助信息。在实际应用中，输入数据可以影响优化过程和结果。在MATLAB环境中运行这些文件，你可以体验到黏菌优化算法的实现过程，并可以对其进行修改以适应不同的优化问题。同时，通过结合C语言编写的MEX文件，可以在保持MATLAB易用性的同时提升计算速度。这个工具包对于学习和研究优化算法，尤其是黏菌优化算法，以及对比不同优化方法的效果非常有价值。

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SlimeMolds黏菌优化.zip （332个子文件）

main.m 30KB

SMA.m 4KB

AdaptFunc.m 125B

cec17_func.mexw64 51KB

M_21_D100.txt 2.39MB

M_30_D100.txt 2.39MB

M_25_D100.txt 2.39MB

M_27_D100.txt 2.39MB

M_26_D100.txt 2.39MB

M_23_D100.txt 2.39MB

M_24_D100.txt 2.39MB

M_29_D100.txt 2.39MB

M_28_D100.txt 2.39MB

M_22_D100.txt 2.39MB

M_28_D50.txt 611KB

M_24_D50.txt 611KB

M_25_D50.txt 611KB

M_26_D50.txt 611KB

M_30_D50.txt 611KB

M_27_D50.txt 611KB

M_21_D50.txt 611KB

M_23_D50.txt 611KB

M_22_D50.txt 611KB

M_29_D50.txt 611KB

M_1_D100.txt 244KB

M_14_D100.txt 244KB

M_17_D100.txt 244KB

M_2_D100.txt 244KB

M_16_D100.txt 244KB

M_5_D100.txt 244KB

M_15_D100.txt 244KB

M_19_D100.txt 244KB

M_7_D100.txt 244KB

M_3_D100.txt 244KB

M_11_D100.txt 244KB

M_4_D100.txt 244KB

M_9_D100.txt 244KB

M_10_D100.txt 244KB

M_20_D100.txt 244KB

M_8_D100.txt 244KB

M_6_D100.txt 244KB

M_18_D100.txt 244KB

M_12_D100.txt 244KB

M_13_D100.txt 244KB

M_26_D30.txt 220KB

M_28_D30.txt 220KB

M_27_D30.txt 220KB

M_23_D30.txt 220KB

M_25_D30.txt 220KB

M_29_D30.txt 220KB

M_21_D30.txt 220KB

M_30_D30.txt 220KB

M_24_D30.txt 220KB

M_22_D30.txt 220KB

M_25_D20.txt 98KB

M_23_D20.txt 98KB

M_27_D20.txt 98KB

M_21_D20.txt 98KB

M_22_D20.txt 98KB

M_24_D20.txt 98KB

M_26_D20.txt 98KB

M_28_D20.txt 98KB

M_9_D50.txt 61KB

M_14_D50.txt 61KB

M_3_D50.txt 61KB

M_16_D50.txt 61KB

M_19_D50.txt 61KB

M_15_D50.txt 61KB

M_13_D50.txt 61KB

M_18_D50.txt 61KB

M_6_D50.txt 61KB

M_7_D50.txt 61KB

M_2_D50.txt 61KB

M_12_D50.txt 61KB

M_5_D50.txt 61KB

M_4_D50.txt 61KB

M_8_D50.txt 61KB

M_17_D50.txt 61KB

M_1_D50.txt 61KB

M_11_D50.txt 61KB

M_20_D50.txt 61KB

M_10_D50.txt 61KB

M_27_D10.txt 25KB

M_30_D10.txt 25KB

M_24_D10.txt 25KB

M_25_D10.txt 25KB

M_29_D10.txt 25KB

M_22_D10.txt 25KB

M_23_D10.txt 25KB

M_26_D10.txt 25KB

M_21_D10.txt 25KB

M_28_D10.txt 25KB

shift_data_25.txt 24KB

shift_data_27.txt 24KB

shift_data_30.txt 24KB

shift_data_26.txt 24KB

shift_data_28.txt 24KB

shift_data_21.txt 24KB

shift_data_23.txt 24KB

shift_data_24.txt 24KB

共 332 条

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