HS-ES-DE.zip资源-CSDN文库

共183个文件

txt：165个

m：14个

mexw64：2个

需积分: 3 125 浏览量 2024-05-26 23:29:12 上传评论收藏 1.4MB ZIP 举报

标题“HS-ES-DE.zip”表明这是一个包含与优化算法相关的资源的压缩文件，特别是针对混合策略（HS）、进化策略（ES）和差分进化（DE）算法的实现。这些算法广泛应用于解决复杂的数学问题、工程优化以及机器学习等领域。描述中提到的“多种智能优化算法设计开发应用，可供学习交流，不断更新资源”，暗示了这个压缩包不仅包含了已经实现的算法代码，还可能有持续更新的新资源，这对于研究者和学生来说是一个宝贵的学习和交流平台。智能优化算法通常是为了寻找全局最优解而设计的，它们可以处理非线性、多模态、高维度的问题，是现代计算科学中的重要工具。标签“优化算法 MATLAB C”揭示了代码可能使用的编程语言。MATLAB是一种广泛用于数值计算、数据分析和算法开发的环境，特别适合处理数学和工程问题。C语言则是一种底层、高效的编程语言，常用于编写性能敏感的系统软件或嵌入式应用。因此，这些算法可能既有MATLAB的实现，也有用C语言编写的版本，以满足不同场景的需求。从压缩包内的文件名称列表，我们可以推测其中包含的文件内容： 1. Mix_original.asv：可能是一个混合优化算法的原始数据文件或者某种特定格式的结果输出。 2. cec20_func.cpp：CEC（Competition on Evolutionary Computation）是国际上一个知名的进化计算竞赛，这个文件可能是用于实现CEC20年的测试函数的C++代码。 3. HS-ES-DE.m：这个文件很可能包含了混合策略优化算法（HS）、进化策略（ES）和差分进化（DE）的MATLAB实现，是这个压缩包的核心部分。 4. Untitled3.m、HSES.m、Untitled.m：这些未命名的.m文件可能是实验脚本、辅助函数或者尚未命名的算法实现。 5. EPS.m：可能是关于进化策略中的种群规模控制（Population Size Management，简称EPS）的函数。 6. lshade.m：可能是一个用于绘制二维函数轮廓图的函数，帮助可视化优化过程。 7. judge.m：这可能是一个评估函数，用于计算算法在给定问题上的适应度值或性能指标。 8. LS_Process.m：可能涉及线性搜索或局部搜索的过程，这是优化算法中的常见步骤。通过这个压缩包，学习者可以深入了解并实践这些优化算法的原理和实现，同时通过与其他学习者交流，不断改进和优化算法，提升其在实际问题中的应用效果。在实际应用中，这些算法可以用于工程设计、参数调优、机器学习模型训练等诸多方面，具有广泛的实用性。

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HS-ES-DE.zip （183个子文件）

Mix_original.asv 31KB

cec20_func.cpp 42KB

HS-ES-DE.m 25KB

Untitled3.m 24KB

HSES.m 22KB

Untitled.m 22KB

EPS.m 14KB

lshade.m 12KB

judge.m 3KB

LS_Process.m 2KB

PSO_func.m 2KB

gnR1R2.m 1KB

updateArchive.m 1KB

Bound_Checking.m 679B

boundConstraint.m 514B

main.m 478B

cec20_func.mexw64 51KB

M_25_D100.txt 2.39MB

M_24_D100.txt 2.39MB

M_22_D100.txt 2.39MB

M_24_D50.txt 611KB

M_25_D50.txt 611KB

M_22_D50.txt 611KB

M_1_D100.txt 244KB

M_2_D100.txt 244KB

M_16_D100.txt 244KB

M_19_D100.txt 244KB

M_7_D100.txt 244KB

M_3_D100.txt 244KB

M_4_D100.txt 244KB

M_6_D100.txt 244KB

M_25_D30.txt 220KB

M_24_D30.txt 220KB

M_22_D30.txt 220KB

M_25_D20.txt 98KB

M_22_D20.txt 98KB

M_24_D20.txt 98KB

M_3_D50.txt 61KB

M_16_D50.txt 61KB

M_19_D50.txt 61KB

M_6_D50.txt 61KB

M_7_D50.txt 61KB

M_2_D50.txt 61KB

M_4_D50.txt 61KB

M_1_D50.txt 61KB

M_25_D15.txt 55KB

M_24_D15.txt 55KB

M_22_D15.txt 55KB

M_24_D10.txt 25KB

M_25_D10.txt 25KB

M_22_D10.txt 25KB

shift_data_25.txt 24KB

shift_data_7.txt 24KB

shift_data_24.txt 24KB

shift_data_22.txt 24KB

M_4_D30.txt 22KB

M_6_D30.txt 22KB

M_2_D30.txt 22KB

M_19_D30.txt 22KB

M_3_D30.txt 22KB

M_16_D30.txt 22KB

M_1_D30.txt 22KB

M_7_D30.txt 22KB

M_6_D20.txt 10KB

M_2_D20.txt 10KB

M_7_D20.txt 10KB

M_4_D20.txt 10KB

M_3_D20.txt 10KB

M_16_D20.txt 10KB

M_1_D20.txt 10KB

M_25_D5.txt 6KB

M_24_D5.txt 6KB

M_22_D5.txt 6KB

M_4_D15.txt 6KB

M_16_D15.txt 6KB

M_6_D15.txt 6KB

M_1_D15.txt 6KB

M_7_D15.txt 6KB

M_2_D15.txt 6KB

M_3_D15.txt 6KB

shuffle_data_24_D100.txt 3KB

shuffle_data_22_D100.txt 3KB

shuffle_data_25_D100.txt 3KB

M_19_D10.txt 2KB

M_6_D10.txt 2KB

M_4_D10.txt 2KB

M_7_D10.txt 2KB

M_2_D10.txt 2KB

M_3_D10.txt 2KB

M_1_D10.txt 2KB

M_16_D10.txt 2KB

shift_data_4.txt 2KB

shift_data_1.txt 2KB

shift_data_2.txt 2KB

shift_data_19.txt 2KB

shift_data_3.txt 2KB

shift_data_16.txt 2KB

shift_data_6.txt 2KB

shuffle_data_25_D50.txt 1KB

共 183 条

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