SHADE算法MATLAB版本附带CEC13,CEC14测试集，可以直接运行。

共381个文件

txt：373个

m：4个

mexw64：2个

版权申诉

优化算法

5星 · 超过95%的资源 146 浏览量 2022-03-11 11:23:49 上传评论 3 收藏 4.67MB ZIP 举报

SHADE（Self-adapting Hybrid Differential Evolution）是一种高级的优化算法，源于差分进化（Differential Evolution）。在MATLAB环境中实现SHADE算法，为解决复杂优化问题提供了强大的工具。MATLAB版本的SHADE算法通常包括了算法的核心逻辑、参数设置、适应度函数评估以及结果分析等部分。该压缩包附带了CEC13和CEC14测试集，这两组测试集是专门用于测试全局优化算法性能的标准函数集合，由国际计算智能协会的全局优化挑战赛提出。 CEC（Competition on Evolutionary Computation）13和14分别对应于2013年和2014年的竞赛，其中包含了各种类型的单模和多模优化问题，如非线性、非凸、多模态、有噪声的函数等。这些测试集的目的是评估优化算法在处理不同类型难题上的效果，包括收敛速度、全局寻优能力和鲁棒性。 SHADE算法的主要特点在于其自适应策略，它结合了经典差分进化与混沌搜索的特性，通过动态调整种群大小、变异策略和交叉概率，以提高算法的探索和开发能力。SHADE中的"Self-adapting"指的是算法能够根据搜索过程自动调整参数，这通常包括个体数量、变异因子和交叉概率等，使得算法在不同阶段都能保持良好的性能。 1. 差分进化：差分进化是一种基于群体的全局优化算法，通过生成差分向量并进行变异操作来寻找解空间中的最优解。SHADE在此基础上引入了混沌元素，提高了算法的全局探索能力。 2. 混沌搜索：混沌序列的随机性和遍历性有助于跳出局部最优，增强算法的全局搜索能力。SHADE中的混沌元素可能体现在种群更新规则或参数调整过程中。 3. 自适应参数调整：SHADE算法的关键在于其动态调整策略，如动态调整种群规模（NURW，Noisy Update Rule for the Population Size），这使得算法能适应不同的问题环境，提升搜索效率。 4. CEC测试集：CEC测试函数集包括了各种实际应用中的优化难题，如工程设计、经济调度等。通过在这些测试集上运行SHADE算法，可以全面评估算法的性能，并与其他优化算法进行比较。 5. 结果分析：在运行SHADE算法后，通常会进行结果分析，包括最佳解的精度、平均性能指标（如IgA、IGD等）、收敛曲线等，以了解算法在不同测试函数上的表现。 SHADE算法MATLAB实现与CEC13和CEC14测试集的结合，为研究和实践优化问题提供了一个有效的平台。用户可以通过这个工具箱对算法进行修改、调试和比较，以适应不同场景的需求。同时，通过获取论文，可以深入了解算法的设计原理和理论依据，进一步提升优化算法的理解和应用水平。

资源推荐

资源详情

资源评论

收起资源包目录

SHADE算法MATLAB版本附带CEC13,CEC14测试集，可以直接运行。（381个子文件）

cec14_func.cpp 33KB

shade.m 9KB

gnR1R2.m 1KB

updateArchive.m 1KB

boundConstraint.m 544B

cec13_func.mexw32 26KB

cec13_func.mexw64 37KB

cec14_func.mexw64 35KB

M_30_D100.txt 2.39MB

M_25_D100.txt 2.39MB

M_24_D100.txt 2.39MB

M_27_D100.txt 2.39MB

M_26_D100.txt 2.39MB

M_28_D100.txt 2.39MB

M_29_D100.txt 2.39MB

M_23_D100.txt 2.39MB

M_D100.txt 2.39MB

M_D90.txt 1.93MB

M_D80.txt 1.53MB

M_D70.txt 1.17MB

M_D60.txt 880KB

M_24_D50.txt 611KB

M_D50.txt 611KB

M_29_D50.txt 611KB

M_26_D50.txt 611KB

M_23_D50.txt 611KB

M_25_D50.txt 611KB

M_28_D50.txt 611KB

M_30_D50.txt 611KB

M_27_D50.txt 611KB

M_D40.txt 391KB

M_20_D100.txt 244KB

M_4_D100.txt 244KB

M_3_D100.txt 244KB

M_21_D100.txt 244KB

M_15_D100.txt 244KB

M_7_D100.txt 244KB

M_13_D100.txt 244KB

M_18_D100.txt 244KB

M_10_D100.txt 244KB

M_22_D100.txt 244KB

M_17_D100.txt 244KB

M_8_D100.txt 244KB

M_16_D100.txt 244KB

M_9_D100.txt 244KB

M_12_D100.txt 244KB

M_19_D100.txt 244KB

M_1_D100.txt 244KB

M_6_D100.txt 244KB

M_2_D100.txt 244KB

M_11_D100.txt 244KB

M_5_D100.txt 244KB

M_29_D30.txt 220KB

M_28_D30.txt 220KB

M_24_D30.txt 220KB

M_27_D30.txt 220KB

M_25_D30.txt 220KB

M_26_D30.txt 220KB

M_30_D30.txt 220KB

M_D30.txt 220KB

M_23_D30.txt 220KB

M_14_D100.txt 128KB

M_30_D20.txt 98KB

M_27_D20.txt 98KB

M_29_D20.txt 98KB

M_23_D20.txt 98KB

M_D20.txt 98KB

M_24_D20.txt 98KB

M_28_D20.txt 98KB

M_26_D20.txt 98KB

M_25_D20.txt 98KB

M_8_D50.txt 61KB

M_4_D50.txt 61KB

M_3_D50.txt 61KB

M_19_D50.txt 61KB

M_1_D50.txt 61KB

M_2_D50.txt 61KB

M_16_D50.txt 61KB

M_9_D50.txt 61KB

M_10_D50.txt 61KB

M_11_D50.txt 61KB

M_15_D50.txt 61KB

M_14_D50.txt 61KB

M_22_D50.txt 61KB

M_13_D50.txt 61KB

M_18_D50.txt 61KB

M_6_D50.txt 61KB

M_5_D50.txt 61KB

M_7_D50.txt 61KB

M_20_D50.txt 61KB

M_12_D50.txt 61KB

M_21_D50.txt 61KB

M_17_D50.txt 61KB

M_25_D10.txt 25KB

M_23_D10.txt 25KB

M_27_D10.txt 25KB

M_30_D10.txt 25KB

M_D10.txt 25KB

M_29_D10.txt 25KB

M_26_D10.txt 25KB

共 381 条

-1.0892954636690264e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 2.9731914492444872e-001 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 -3.9089364973824725e-001 0.0000000000000000e+000 1.5242960745210238e-001 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 -3.1999704514840227e-001 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 8.4358287194601878e-001 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 1.5487228709615827e-001 0.0000000000000000e+000 2.1415049504110312e-001 0.0000000000000000e+000 2.8370759749150370e-001 0.0000000000000000e+000 0.0000000000000000e+000 5.8798827698504415e-003 1.3637063528606039e-001 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 -3.1285060613162041e-001 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 3.0174037635893347e-001 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 2.4689430921171162e-002 0.0000000000000000e+000 0.0000000000000000e+000 -1.5562170960790667e-001 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 -1.3970829355189762e-001 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 -2.5499869023097183e-001 0.0000000000000000e+000 0.0000000000000000e+000 -1.8963388200168541e-001 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 4.8795238442551053e-001 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 5.0860681979327271e-001 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 -2.6323168368723976e-001 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 -3.3432716694948866e-001 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 2.7511617254285164e-001 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 1.8336975786107992e-001 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 2.7753762374228647e-001 -1.4103449039220320e-001 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 2.5444097723998582e-002 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 6.4305637061127985e-001 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 -2.1755357884239071e-001 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 1.4922809418471761e-001 0.0000000000000000e+000 1.0570698635371074e-001 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 -3.4316430606851711e-001 0.0000000000000000e+000 -1.7155668494969084e-001 0.0000000000000000e+000 -2.0359088964156086e-001 0.0000000000000000e+000 1.5797556478679378e-001 0.0000000000000000e+000 0.0000000000000000e+000 -3.9041741434811766e-001 4.5738966365835487e-001 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000e+000 1.4534709925398688e-002 0.0000000000000000e+000 0.0000000000000000e+000 0.0000000000000000

评论收藏

内容反馈

版权申诉

weixin_42617456

2023-05-23

你就不能写成函数文件，直接调用，写成这样乱成13样，要调整修改难改的一批。

邵乖乖的宋小胖
上传者
2023-05-26

国际标准测试集cec2013本来就是别人写好的测试集,你想用你自己的测试集,自己替换掉就可以了,而且这个是作者的源码哟亲,不知道您是多厉害,可能比原作者都厉害吧,

邵乖乖的宋小胖
上传者
2023-05-26

,这个是直接调用cec2013,2014,2017测试集的,亲,如果你连这个都看不明白,那我劝你还是放弃吧
熊是吃货一只

2023-03-21

有没有解决23个基础函数的版本啊

邵乖乖的宋小胖
上传者
2023-04-04

这个你只需要替换掉就可以了，因为我们现在基本都是跑标准测试集，你说的那个，发表文章的话达不到一区的标准。
坤576

2022-07-30

可以看看您的论文吗

邵乖乖的宋小胖
上传者
2023-05-26

我的论文已经发表了,如果您需要可以往邮箱1134098697@qq.com发个邮件,我会将论文发您,

邵乖乖的宋小胖
上传者
2022-08-01

您是想要shade的论文嘛,如果是留一下邮箱,我发给您
kiddklinsmann

2024-07-20

资源很受用，资源主总结的很全面，内容与描述一致，解决了我当下的问题。
pzhuzq

2024-07-04

支持这个资源，内容详细，主要是能解决当下的问题，感谢大佬分享~