MATLAB:CEC2017的单目标测试函数集

共331个文件

txt：328个

mexw64：1个

cpp：1个

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进化算法

演化算法

单目标优化

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标题中的“MATLAB:CEC2017的单目标测试函数集”指的是一个用于评估和测试单目标优化算法的工具包，它基于CEC（Continuous Evolutionary Computation Competition）2017年的标准。CEC是连续优化领域的一个重要比赛，旨在推动演化计算和优化算法的发展。单目标优化是指寻找一个函数的全局最优解，只考虑一个目标函数的最优化问题。CEC2017的测试函数集设计了一系列具有挑战性的函数，这些函数包括了各种不同的特性，如多模态、非线性、局部最小值等，以模拟真实世界中的复杂优化问题。这些测试函数可以帮助研究者评估和比较他们的优化算法在处理不同类型的优化问题时的表现。描述中提到，“该测试集基于CEC2017的单目标测试集的pdf编写测试函数”，这意味着测试集的设计遵循了CEC2017官方文档中定义的标准。测试函数经过了严格的验证，确保它们满足原始文档中列出的所有条件，并且能够提供各种类型的数据以进行算法性能分析。特别指出的是，用户可以直接调用名为"cec17_func.cpp"的源文件来访问和执行每一个测试函数，这为开发者提供了极大的便利。标签中包含的“进化算法”和“演化算法”通常指的是基于生物进化原理的计算方法，如遗传算法、粒子群优化、模拟退火等。这些算法在解决优化问题时，通过模拟自然选择、遗传和变异等过程来逐步改进解决方案。而“单目标优化”标签再次强调了这个测试集是专为评估这类算法设计的。压缩包子文件的文件名称列表虽然未给出具体内容，但我们可以假设它包含了一系列MATLAB代码文件，这些文件分别对应CEC2017测试集中定义的各个函数。每个函数可能包含了问题的定义、初始化、评估和终止条件等功能，使得用户可以方便地在MATLAB环境中运行和测试优化算法。这个测试函数集对于研究和开发单目标优化算法的研究人员来说是非常有价值的资源。它提供了标准化的测试环境，有助于比较不同算法在各种复杂情况下的性能，从而推动优化算法的进步。使用这个工具包，开发者可以更好地理解和改进他们的算法，以适应CEC2017测试函数集中的各种挑战性问题。

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MATLAB:CEC2017的单目标测试函数集（331个子文件）

cec17_func.cpp 41KB

fa_ndim.m 5KB

cec17_func.mexw64 51KB

M_22_D100.txt 2.39MB

M_24_D100.txt 2.39MB

M_26_D100.txt 2.39MB

M_28_D100.txt 2.39MB

M_30_D100.txt 2.39MB

M_29_D100.txt 2.39MB

M_21_D100.txt 2.39MB

M_25_D100.txt 2.39MB

M_27_D100.txt 2.39MB

M_23_D100.txt 2.39MB

M_30_D50.txt 611KB

M_25_D50.txt 611KB

M_26_D50.txt 611KB

M_24_D50.txt 611KB

M_22_D50.txt 611KB

M_21_D50.txt 611KB

M_29_D50.txt 611KB

M_23_D50.txt 611KB

M_28_D50.txt 611KB

M_27_D50.txt 611KB

M_13_D100.txt 244KB

M_18_D100.txt 244KB

M_19_D100.txt 244KB

M_4_D100.txt 244KB

M_12_D100.txt 244KB

M_20_D100.txt 244KB

M_5_D100.txt 244KB

M_1_D100.txt 244KB

M_11_D100.txt 244KB

M_17_D100.txt 244KB

M_2_D100.txt 244KB

M_7_D100.txt 244KB

M_8_D100.txt 244KB

M_10_D100.txt 244KB

M_3_D100.txt 244KB

M_15_D100.txt 244KB

M_16_D100.txt 244KB

M_14_D100.txt 244KB

M_6_D100.txt 244KB

M_9_D100.txt 244KB

M_21_D30.txt 220KB

M_24_D30.txt 220KB

M_29_D30.txt 220KB

M_26_D30.txt 220KB

M_23_D30.txt 220KB

M_22_D30.txt 220KB

M_25_D30.txt 220KB

M_30_D30.txt 220KB

M_28_D30.txt 220KB

M_27_D30.txt 220KB

M_28_D20.txt 98KB

M_23_D20.txt 98KB

M_26_D20.txt 98KB

M_25_D20.txt 98KB

M_27_D20.txt 98KB

M_24_D20.txt 98KB

M_21_D20.txt 98KB

M_22_D20.txt 98KB

M_16_D50.txt 61KB

M_13_D50.txt 61KB

M_1_D50.txt 61KB

M_7_D50.txt 61KB

M_17_D50.txt 61KB

M_8_D50.txt 61KB

M_10_D50.txt 61KB

M_5_D50.txt 61KB

M_12_D50.txt 61KB

M_2_D50.txt 61KB

M_6_D50.txt 61KB

M_20_D50.txt 61KB

M_15_D50.txt 61KB

M_11_D50.txt 61KB

M_18_D50.txt 61KB

M_9_D50.txt 61KB

M_4_D50.txt 61KB

M_14_D50.txt 61KB

M_19_D50.txt 61KB

M_3_D50.txt 61KB

M_25_D10.txt 25KB

M_26_D10.txt 25KB

M_30_D10.txt 25KB

M_28_D10.txt 25KB

M_29_D10.txt 25KB

M_23_D10.txt 25KB

M_24_D10.txt 25KB

M_22_D10.txt 25KB

M_27_D10.txt 25KB

M_21_D10.txt 25KB

shift_data_21.txt 24KB

shift_data_25.txt 24KB

shift_data_29.txt 24KB

shift_data_22.txt 24KB

shift_data_24.txt 24KB

shift_data_30.txt 24KB

shift_data_27.txt 24KB

shift_data_23.txt 24KB

shift_data_26.txt 24KB

共 331 条

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