24165

本题最好的解决方式用到了函数的apply方法:

function argsAsArray(fn, arr) {
    if(arr == null || Array.isArray(arr) === false || arr.length == 0){
        return false
    } else {
        return fn.apply(this, arr)
    }
}

 

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Bean":1,"get current user and count page ":25,"all cost":64,"do transMethod in dao":36,"create sql":0},"expandOperate":0,"mobileshowtype":"listview","status":true} 帮我格式化一下
07-24
y x1 x2 x3 x4 x5 1159.93 571.7 4545.6 570 42361 910.9 1175.79 629.89 4891.6 735.3 43725 961 1212.33 700.02 5323.4 771.3 45295 1230.4 1366.95 775.59 5962.7 860.1 46436 1430.1 1642.86 947.35 7208.1 1201 48197 1832.9 2004.82 2040.79 9016 2066.7 49873 2543.2 2122.01 2090.73 10275.2 2580.4 51282 3120.6 2199.35 2140.36 12058.6 3084.2 52783 3791.7 2357.24 2390.47 15042.8 3821.8 54334 4753.8 2664.9 2727.4 16992.3 4155.9 55329 4410.4 2937.1 2821.86 18667.8 5560.1 64749 4517 3149.48 2990.17 21781.5 7225.8 65491 5594.5 3483.37 3296.91 26923.5 9119.6 66152 8080.1 4348.95 4255.3 35333.9 11271 66808 13072.3 5218.1 5126.88 48197.9 20381.9 67455 17042.1 6242.2 6038.04 60793.7 23499.9 68065 20019.3 7407.99 6909.82 71176.6 24133.8 68950 22913.5 8651.14 8234.04 78973 26967.2 69820 24941.1 9875.95 9262.8 84402.3 26857.7 70637 28406.2 11444.08 10682.58 89677.1 29896.3 71394 29854.7 13395.23 12581.51 99214.6 39274.2 72085 32917.7 16386.04 15301.38 109655.2 42183.6 72797 37213.5 18903.64 17636.45 120332.7 51378.2 73280 43499.9 21715.25 20017.31 135822.8 70483.5 73736 55566.61 26396.47 24165.68 159878.3 95539.1 74264 70477.43 31649.29 28778.54 184937.4 116921.8 74647 88773.61 38760.2 34804.35 216314.4 140974 74978 109998.16 51321.78 45621.97 265810.3 166863.7 75321 137323.94 61330.35 54223.79 314045.4 179921.5 75564 172828.4 68518.3 59521.59 340902.8 150648.1 75828 224598.77 83101.51 73210.79 401512.8 201722.1 76105 251683.77 利用这一组数据用逐步回归法进行回归建模,并用par(函数做回归诊断)
05-28
JAN 2020 .99324 99.65088 .99648 100.32910 FEB 2020 1.00879 101.24104 .99268 100.35857 MAR 2020 .99767 100.18378 .99916 100.41751 APR 2020 1.00040 100.42144 .99779 100.38179 MAY 2020 .99989 100.23039 1.00069 100.24165 JUN 2020 .99892 100.10238 1.00297 100.21086 JUL 2020 1.00062 100.25227 1.00347 100.19043 AUG 2020 1.00028 100.20380 1.00296 100.17528 SEP 2020 .99959 100.11430 1.00086 100.15491 OCT 2020 .99994 100.13064 1.00169 100.13667 NOV 2020 .99896 100.13014 1.00170 100.23475 DEC 2020 .99827 100.14546 .99955 100.31893 JAN 2021 1.00694 101.05582 .99648 100.35943 FEB 2021 .99783 99.93146 .99268 100.14870 MAR 2021 .99846 99.78344 .99916 99.93773 APR 2021 .99962 99.71989 .99779 99.75812 MAY 2021 1.00000 99.73074 1.00069 99.73073 JUN 2021 1.00014 99.70357 1.00297 99.68958 JUL 2021 1.00073 99.75400 1.00347 99.68074 AUG 2021 .99706 99.40616 1.00296 99.69887 SEP 2021 1.00103 99.91447 1.00086 99.81131 OCT 2021 1.00038 100.03081 1.00169 99.99269 NOV 2021 .99641 99.93048 1.00170 100.29065 DEC 2021 .99892 100.74573 .99955 100.85506 JAN 2022 .99905 101.35688 .99648 101.45372 FEB 2022 1.00879 102.85284 .99268 101.95700 MAR 2022 .99844 101.88520 .99916 102.04404 APR 2022 .99757 101.82453 .99779 102.07227 MAY 2022 .99946 102.02914 1.00069 102.08422 JUN 2022 1.00261 102.49526 1.00297 102.22859 JUL 2022 .99853 102.14570 1.00347 102.29597 AUG 2022 1.00092 102.39731 1.00296 102.30343 SEP 2022 1.00190 102.41233 1.00086 102.21774 OCT 2022 .99885 101.92760 1.00169 102.04501 NOV 2022 1.00103 101.92709 1.00170 101.82195 DEC 2022 .99928 101.54610 .99955 101.61968 JAN 2023 .99742 101.25653 .99648 101.51798 FEB 2023 1.00012 101.64399 .99268 101.63190 MAR 2023 .99834 101.58495 .99916 101.75345 APR 2023 1.00773 102.52608 .99779 101.73919 MAY 2023 1.00075 101.42956 1.00069 101.35337 JUN 2023 .99496 100.40149 1.00297 100.91057 JUL 2023 .99786 100.45158 1.00347 100.66727 AUG 2023 .99973 100.70232 1.00296 100.72974 SEP 2023 1.00136 101.01353 1.00086 100.87598 OCT 2023 1.00236 101.12895 1.00169 100.89112 NOV 2023 1.00007 100.72912 1.00170 100.72252 DEC 2023 .99928 100.44560 .99955 100.51827 JAN 2024 .99794 100.15264 .99648 100.35916 FEB 2024 1.00174 100.43515 .99268 100.26044 MAR 2024 1.00090 100.28386 .99916 100.19384 APR 2024 .99452 99.71989 .99779 100.26907 MAY 2024 .99781 100.43025 1.00069 100.65083 JUN 2024 1.00145 101.39853 1.00297 101.25171 JUL 2024 1.00201 102.04605 1.00347 101.84138 AUG 2024 1.00200 102.39731 1.00296 102.19270 SEP 2024 1.00006 102.41233 1.00086 102.40633 OCT 2024 .99518 102.22710 1.00169 102.72231 NOV 2024 .99744 103.12506 1.00170 103.38980 DEC 2024 1.00031 104.34737 .99955 104.31555 JAN 2025 1.00196 105.57172 .99648 105.36542 FEB 2025 1.00271 106.17717 .99268 105.89036如何通过spss将该数据可视化
05-12
(Kriging_NSGA2)克里金模型结合多目标遗传算法求最优因变量及对应的最佳自变量组合研究(Matlab代码实现)内容概要:本文介绍了克里金模型(Kriging)与多目标遗传算法NSGA-II相结合的方法,用于求解最优因变量及其对应的最佳自变量组合,并提供了完整的Matlab代码实现。该方法首先利用克里金模型构建高精度的代理模型,逼近复杂的非线性系统响应,减少计算成本;随后结合NSGA-II算法进行多目标优化,搜索帕累托前沿解集,从而获得多个最优折衷方案。文中详细阐述了代理模型构建、算法集成流程及参数设置,适用于工程设计、参数反演等复杂优化问题。此外,文档还展示了该方法在SCI一区论文中的复现应用,体现了其科学性与实用性。; 适合人群:具备一定Matlab编程基础,熟悉优化算法和数值建模的研究生、科研人员及工程技术人员,尤其适合从事仿真优化、实验设计、代理模型研究的相关领域工作者。; 使用场景及目标:①解决高计算成本的多目标优化问题,通过代理模型降低仿真次数;②在无法解析求导或函数高度非线性的情况下寻找最优变量组合;③复现SCI高水平论文中的优化方法,提升科研可信度与效率;④应用于工程设计、能源系统调度、智能制造等需参数优化的实际场景。; 阅读建议:建议读者结合提供的Matlab代码逐段理解算法实现过程,重点关注克里金模型的构建步骤与NSGA-II的集成方式,建议自行调整测试函数或实际案例验证算法性能,并配合YALMIP等工具包扩展优化求解能力。
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