From b6b69b24499f423acfd46170c0bdfbd218bf2066 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=D0=90=D0=BD=D0=B4=D1=80=D0=BE=D1=81=D0=BE=D0=B2=20=D0=94?= =?UTF-8?q?=D0=A1?= Date: Tue, 10 Mar 2026 19:25:35 +0300 Subject: [PATCH] report and task --- ТЕМА2/Hist.jpg | Bin 0 -> 16781 bytes ТЕМА2/Perem.saving_in_progress | 996 +++++++++++++++++++++++++++++ ТЕМА2/Prog1.m | 32 + ТЕМА2/Prog2.m | 23 + ТЕМА2/assets/figure0.png | Bin 0 -> 12297 bytes ТЕМА2/assets/figure1.png | Bin 0 -> 18182 bytes ТЕМА2/assets/figure2.png | Bin 0 -> 2633 bytes ТЕМА2/assets/figure3.PNG | Bin 0 -> 43211 bytes ТЕМА2/assets/figure4.PNG | Bin 0 -> 51530 bytes ТЕМА2/assets/figure5.png | Bin 0 -> 30401 bytes ТЕМА2/assets/figure6.png | Bin 0 -> 20978 bytes ТЕМА2/prtcl.txt | 319 +++++++++ ТЕМА2/prtcl_task.txt | 293 +++++++++ ТЕМА2/report.md | 814 +++++++++++++++++++++++ ТЕМА2/res.mat | Bin 0 -> 2504 bytes ТЕМА2/res_task.mat | Bin 0 -> 2504 bytes ТЕМА2/task.md | 76 +++ 17 files changed, 2553 insertions(+) create mode 100644 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-0.27487428930117375 0.036415769623520312 -0.059675610198022838 0.053341708222997372 0.059523328215483368 + 0.0077009678970584002 -0.12368395587834405 0.17350369137341293 -0.22480882401876962 0.84320406749775956 0.32875923427757242 -0.22260190597673843 0.018627387946444102 -0.1799676456458352 0.048312774840991661 0.017425168262079013 + + diff --git a/ТЕМА2/Prog1.m b/ТЕМА2/Prog1.m new file mode 100644 index 0000000..abca34c --- /dev/null +++ b/ТЕМА2/Prog1.m @@ -0,0 +1,32 @@ +fp=fopen('prtcl.txt ','w'); +XX=load('dan_vuz.txt'); +size(XX); +X=XX(:,3:13); +R=corr(X); +[vect,lambda]=eig(X'*X); +Sobst=diag(lambda); +fprintf(fp,'Eigenvalues:\n %f \n',Sobst); +fprintf('\n'); +SobMax=Sobst(end); +GlComp=vect(:,end); +Delt=100*SobMax/sum(Sobst); +fprintf(fp,'Delta= %d \n ',round(Delt)); +Res=X*GlComp; +fprintf(fp,' Results \n '); +fprintf(fp,'%d %f \n ',[XX(:,1),Res] ); +MinRes = min(Res); +MaxRes = max(Res); +MeanRes = mean(Res); +stdRes = std(Res); +fprintf(fp, 'Min %f \n ',MinRes ); +fprintf(fp,'Max %f \n ',MaxRes ); +fprintf(fp,'Mean = %f \n ', MeanRes); +fprintf(fp,'Std = %f \n ', stdRes); +save res.mat Res -mat; +hist(Res,20); +xlabel('Results '); +ylabel('Number of Unis '); +saveas(gcf, 'Hist.jpg ', 'jpg '); +CorFin=corr(Res,XX(:,2)); +fprintf(fp,'Correlation of Results and Money = %f \n',CorFin); +fclose(fp); diff --git a/ТЕМА2/Prog2.m b/ТЕМА2/Prog2.m new file mode 100644 index 0000000..2f2e0a5 --- /dev/null +++ b/ТЕМА2/Prog2.m @@ -0,0 +1,23 @@ +fp=fopen('prtcl_task.txt ','w');%открытие файла +XX=load('dan_vuz.txt');%считывание данных +size(XX);%размер матрицы +X=XX(:,14:15);%создание новой матрицы по заданным параметрам +[vect, lambda] = eig(X' * X);%расчет собственных векторов и собственных значений матрицы X'*X +Sobst = diag(lambda);%извлечение собственных значений из диагональной матрицы lambda в вектор +SobMax=Sobst(end);%выделение наибольшего собственного значения (последний элемент вектора) +GlComp=vect(:,end);%выделение соответствующего наибольшему собственному значению собственного вектора (главной компоненты) +Delt=100*SobMax/sum(Sobst);%расчет доли информации, содержащейся в главной компоненте +fprintf(fp,'Delta= %d \n ',round(Delt));%запись значения доли информации в файл +Res=X*GlComp;%расчет оценок результативности для каждого вуза +fprintf(fp, '%d %f\n', [XX(:,1)'; Res']);%запись в файл кодов вузов и соответствующих им оценок результативности +save res_task.mat Res -mat;%сохранение вектора оценок результативности в бинарный файл +CorFin=corr(Res,XX(:,2));%расчет коэффициента корреляции +fprintf(fp,'Correlation of Results and Money = %f \n', CorFin);% Запись значения корреляции в файл +X2 = XX(:, 3:13);%создание новой матрицы по заданным параметрам +[vect2, lambda2] = eig(X2' * X2);%расчет собственных векторов и собственных значений матрицы X2'*X2 +Sobst2 = diag(lambda2);%извлечение собственных значений из диагональной матрицы lambda2 в вектор +GlComp2 = vect2(:, end);%выделение соответствующего наибольшему собственному 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+184 -9.638704 +185 -184.221231 +186 -6.190923 +187 -11.679269 +188 -68.318146 +189 -216.520026 +190 -20.191788 +191 -43.688778 +192 -26.946835 +193 -2.321596 +194 -0.633350 +Correlation of Results and Money = -0.913020 +Correlation of Results and Staff = -0.927138 diff --git a/ТЕМА2/report.md b/ТЕМА2/report.md new file mode 100644 index 0000000..ee67394 --- /dev/null +++ b/ТЕМА2/report.md @@ -0,0 +1,814 @@ +# Отчет по теме 2 + + + +Андросов ДС, А-03-24 + + + +## 1 Настройка текущего каталога: + + + +Нажал на окно рядом с *Текущая папка*: и установил путь к папке ТЕМА2: + + + +![Скриншот выбора текущей папки](assets/figure0.png) + + + +## 2 Изучение и работа с файлом dan_vuz.txt + + + + - Изучили файл и проанализировали его + + + + - Прочитали данные из файла: + + + +```matlab + +>> XX=load('dan_vuz.txt') + + + +XX = + + + + Columns 1 through 9: + + + + 1.9700e+02 1.3717e+06 8.0000e+00 4.0000e+00 2.0000e+00 5.3000e+01 7.0000e+00 7.6000e+01 1.3000e+01 + + 1.9800e+02 7.3820e+05 4.0000e+00 5.0000e+00 6.0000e+00 7.1000e+01 5.0000e+00 3.6000e+01 1.3000e+01 + + 1.9900e+02 2.4167e+05 1.0000e+00 0 1.0000e+00 5.0000e+00 5.0000e+00 2.0000e+00 0 + + 2.0000e+02 6.1990e+05 3.0000e+00 1.0000e+00 1.0000e+00 2.8000e+01 0 2.4000e+01 0 + + 2.0100e+02 1.7553e+06 7.0000e+00 1.0000e+01 6.0000e+00 5.4000e+01 7.0000e+00 4.6000e+01 2.0000e+00 + + 2.0200e+02 5.7215e+05 0 2.0000e+00 2.0000e+00 2.2000e+01 7.0000e+00 1.7000e+01 0 + + 2.0300e+02 1.4322e+06 0 6.0000e+00 1.1000e+01 3.0000e+01 8.0000e+00 8.8000e+01 0 + + 2.0400e+02 1.3277e+06 5.0000e+00 2.0000e+00 0 7.8000e+01 3.0000e+00 4.0000e+01 6.0000e+00 + + 2.0500e+02 4.9080e+05 7.0000e+00 0 0 2.0000e+01 0 3.0000e+01 1.2000e+01 + + ... + + + +Columns 10 through 15: + + + + 0 1.0000e+00 5.0000e+00 5.0000e+00 8.7000e+01 9.6000e+01 + + 0 4.0000e+00 0 0 4.0000e+01 3.3000e+01 + + 0 2.0000e+00 0 0 1.1000e+01 6.0000e+00 + + 0 0 3.0000e+00 0 1.6000e+01 1.4000e+01 + + 0 3.0000e+00 2.0000e+00 0 1.6800e+02 4.1000e+01 + + 0 0 2.0000e+00 1.0000e+00 1.8000e+01 1.0000e+01 + + + + ... + + + +``` + + + + - Проверили размерность матрицы XX: + + + +```matlab +>> size(XX) + +ans = + + + + 290 15 + + +``` + + + +Так как строк 290, то данные представлены о 290 вузах + + + + - Выделили отдельную матрицу под данные о результативности: + + + +```matlab +>> X=XX(:,3:13) + +X = + + + + 8 4 2 53 7 76 13 0 1 5 5 + + 4 5 6 71 5 36 13 0 4 0 0 + + 1 0 1 5 5 2 0 0 2 0 0 + + 3 1 1 28 0 24 0 0 0 3 0 + + 7 10 6 54 7 46 2 0 3 2 0 + + 0 2 2 22 7 17 0 0 0 2 1 + + 0 6 11 30 8 88 0 0 11 14 2 + + 5 2 0 78 3 40 6 0 10 9 0 + + 7 0 0 20 0 30 12 0 6 1 15 + + 1 1 1 12 3 13 3 0 1 2 0 + + 8 4 3 33 1 37 8 0 3 6 3 + + 9 5 6 24 8 36 5 0 1 4 14 + + 5 5 4 57 7 56 25 0 0 12 1 + + 1 4 0 7 0 1 3 0 0 0 0 + + 2 8 0 83 6 70 4 0 6 5 0 + + 1 0 0 0 0 6 0 0 0 2 0 + + 2 28 8 326 76 213 21 0 1 22 1 + + 1 1 1 42 2 0 1 0 0 1 5 + + 1 0 0 13 0 0 0 0 0 0 0 + + 3 2 2 76 8 92 21 0 0 12 5 + + 0 1 0 7 1 7 2 0 3 1 0 + + 7 2 1 70 0 23 27 0 5 9 7 + + 3 0 0 11 0 3 0 0 0 0 0 + + 10 9 4 23 0 35 0 0 0 12 3 + + 22 3 7 46 0 7 11 0 0 2 0 + + ... + +``` + + + +- Составили матрицу корреляций между показателями результативности + + + +```matlab + +>> R=corr(X) + +R = + + + + Columns 1 through 9: + + + + 1.0000e+00 4.4320e-01 4.5229e-01 4.4779e-01 3.8123e-01 4.6516e-01 3.1487e-01 6.5579e-02 2.9153e-01 + + 4.4320e-01 1.0000e+00 8.5319e-01 8.5331e-01 8.6240e-01 8.5436e-01 5.5145e-01 2.5082e-02 4.2348e-01 + + 4.5229e-01 8.5319e-01 1.0000e+00 8.4660e-01 8.8651e-01 9.0335e-01 5.5091e-01 3.8840e-03 4.4396e-01 + + 4.4779e-01 8.5331e-01 8.4660e-01 1.0000e+00 8.7038e-01 9.3849e-01 7.0924e-01 4.9500e-02 4.5873e-01 + + 3.8123e-01 8.6240e-01 8.8651e-01 8.7038e-01 1.0000e+00 9.3605e-01 5.7668e-01 3.7562e-02 3.8322e-01 + + 4.6516e-01 8.5436e-01 9.0335e-01 9.3849e-01 9.3605e-01 1.0000e+00 6.3033e-01 4.7121e-02 4.7592e-01 + + 3.1487e-01 5.5145e-01 5.5091e-01 7.0924e-01 5.7668e-01 6.3033e-01 1.0000e+00 7.9448e-02 4.1878e-01 + + 6.5579e-02 2.5082e-02 3.8840e-03 4.9500e-02 3.7562e-02 4.7121e-02 7.9448e-02 1.0000e+00 4.7985e-02 + + 2.9153e-01 4.2348e-01 4.4396e-01 4.5873e-01 3.8322e-01 4.7592e-01 4.1878e-01 4.7985e-02 1.0000e+00 + + 4.8811e-01 8.2170e-01 7.8358e-01 8.5183e-01 7.7266e-01 8.3810e-01 6.2936e-01 5.6462e-02 6.2616e-01 + + 3.9815e-01 2.6183e-01 2.6408e-01 3.4420e-01 1.8751e-01 3.3118e-01 2.8287e-01 1.3662e-01 4.5537e-01 + + + + Columns 10 and 11: + + + + 4.8811e-01 3.9815e-01 + + 8.2170e-01 2.6183e-01 + + 7.8358e-01 2.6408e-01 + + 8.5183e-01 3.4420e-01 + + 7.7266e-01 1.8751e-01 + + 8.3810e-01 3.3118e-01 + + 6.2936e-01 2.8287e-01 + + 5.6462e-02 1.3662e-01 + + 6.2616e-01 4.5537e-01 + + 1.0000e+00 3.8799e-01 + + 3.8799e-01 1.0000e+00 + + + +``` + + + +Используем метод главных компонентов: + + + +- получаем собственные значения и собственные векторы от квадратичной фор-мы + + + +```matlab + +>> [vect,lambda]=eig(X'*X) + +vect = + + + + Columns 1 through 9: + + + + 1.3928e-03 3.7187e-02 -6.5276e-02 1.1402e-01 -5.7482e-02 -4.3369e-01 -8.6174e-01 1.8078e-02 -2.0942e-01 + + -8.0998e-04 6.0909e-01 3.8181e-01 -5.6588e-01 -2.6231e-01 2.2396e-01 -1.8894e-01 -2.6535e-02 7.3599e-02 + + -7.5396e-03 -4.5900e-01 -5.2153e-01 -6.7233e-01 -1.9752e-01 9.4377e-02 -1.1098e-01 -3.7697e-03 2.9602e-02 + + -1.5197e-04 -2.3868e-03 -3.9384e-02 2.0471e-02 2.9085e-02 -4.2879e-02 3.9810e-02 -2.5705e-01 1.7315e-01 + + 1.0985e-03 -2.1296e-02 -1.7772e-02 1.0189e-01 1.5147e-01 2.9246e-02 -2.2268e-01 9.3732e-02 8.4203e-01 + + 4.6341e-05 2.4446e-02 3.4514e-02 6.8266e-03 -2.8773e-02 -3.6347e-02 1.2360e-01 5.5571e-02 -4.0806e-01 + + 1.1860e-03 4.2558e-03 2.3496e-02 -4.8185e-02 -1.5673e-02 -5.8142e-02 5.8108e-02 9.5701e-01 5.2365e-03 + + -9.9994e-01 5.6340e-04 6.5198e-03 4.0470e-03 7.5475e-03 1.2608e-03 -2.3724e-03 1.4645e-03 -1.0271e-03 + + -1.6282e-03 4.6826e-01 -6.5978e-01 2.6872e-01 2.8869e-02 4.9535e-01 -1.2025e-01 5.8771e-02 -9.1452e-02 + + 1.7002e-03 -4.2581e-01 3.3001e-01 2.8074e-01 -3.9004e-01 6.2610e-01 -2.7487e-01 3.6416e-02 -5.9676e-02 + + 7.7010e-03 -1.2368e-01 1.7350e-01 -2.2481e-01 8.4320e-01 3.2876e-01 -2.2260e-01 1.8627e-02 -1.7997e-01 + + + + Columns 10 and 11: + + + + 4.4068e-02 3.5306e-02 + + 6.2111e-03 4.6772e-02 + + -4.1502e-02 4.8953e-02 + + 7.2027e-01 6.1556e-01 + + -3.7246e-01 2.4277e-01 + + -5.1787e-01 7.3685e-01 + + 2.5496e-01 9.5893e-02 + + 5.5851e-04 1.6945e-04 + + 2.0459e-02 1.7911e-02 + + 5.3342e-02 5.9523e-02 + + 4.8313e-02 1.7425e-02 + + + +lambda = + + + +Diagonal Matrix + + + + Columns 1 through 9: + + + + 2.2947e+01 0 0 0 0 0 0 0 0 + + 0 1.9317e+03 0 0 0 0 0 0 0 + + 0 0 2.5940e+03 0 0 0 0 0 0 + + 0 0 0 3.4573e+03 0 0 0 0 0 + + 0 0 0 0 5.6252e+03 0 0 0 0 + + 0 0 0 0 0 8.6721e+03 0 0 0 + + 0 0 0 0 0 0 1.8915e+04 0 0 + + 0 0 0 0 0 0 0 4.7523e+04 0 + + 0 0 0 0 0 0 0 0 5.7484e+04 + + 0 0 0 0 0 0 0 0 0 + + 0 0 0 0 0 0 0 0 0 + + + + Columns 10 and 11: + + + + 0 0 + + 0 0 + + 0 0 + + 0 0 + + 0 0 + + 0 0 + + 0 0 + + 0 0 + + 0 0 + + 2.2565e+05 0 + + 0 7.4946e+06 + + +``` + + +- Выделяем данные из гл. диагонали матрицы lambda в отдельный вектор и представляем их на экране с заголовком + +```matlab + +>> Sobst=diag(lambda); + +>> fprintf('Eigenvalues:\n %f \n',Sobst) + +Eigenvalues: + + 22.946585 + +Eigenvalues: + + 1931.665464 + +Eigenvalues: + + 2593.979592 + +Eigenvalues: + + 3457.339562 + +Eigenvalues: + + 5625.151474 + +Eigenvalues: + + 8672.065947 + +Eigenvalues: + + 18914.627989 + +Eigenvalues: + + 47522.678185 + +Eigenvalues: + + 57483.681267 + +Eigenvalues: + + 225653.068540 + +Eigenvalues: + + 7494628.795394 + +>> fprintf('\n') + + + +``` + + + +- Выделяем наиб. собственное знач. и соответствующий ему собственный вектор + + + +```matlab + +SobMax=Sobst(end) + +SobMax = 7.4946e+06 + +>> GlComp=vect(:,end) + +GlComp = + + + + 3.5306e-02 + + 4.6772e-02 + + 4.8953e-02 + + 6.1556e-01 + + 2.4277e-01 + + 7.3685e-01 + + 9.5893e-02 + + 1.6945e-04 + + 1.7911e-02 + + 5.9523e-02 + + 1.7425e-02 + + + +``` + +- Рассчитали долю информации о результативности НИР + +```matlab + +>> Delt=100*SobMax/sum(Sobst) + +Delt = 95.273 + +>> fprintf('Delta= %d \n ',round(Delt)) + +Delta= 95 + + + +``` + +- Рассчитали оценки обобщенной результативности и отобразили с кодом Вуза + +```matlab + +>> Res=X*GlComp + +Res = + + + + 9.2542e+01 + + 7.3433e+01 + + 5.8855e+00 + + 3.5300e+01 + + 7.0208e+01 + + 2.8096e+01 + + 8.7136e+01 + + 7.9776e+01 + + 3.6243e+01 + + 1.8250e+01 + + 4.9667e+01 + + 4.5067e+01 + + 8.1785e+01 + + 5.5559e+00 + + 1.0536e+02 + + 4.5755e+00 + + 3.8120e+02 + + 2.6713e+01 + + 8.0376e+00 + + 1.1963e+02 + + 1.0061e+01 + + 6.3763e+01 + + 9.0877e+00 + + 4.1684e+01 + + 3.5907e+01 + + 7.6140e+01 + + 2.3753e+01 + + 1.4222e+02 + + 6.7756e+01 + + 2.0598e+01 + + 7.6819e+01 + + 1.0428e+02 + + 1.8542e+01 + + 4.4740e+00 + + 3.5809e+00 + + 2.2476e+02 + + 2.6864e+01 + + 2.1291e+02 + + 5.0922e+01 + + 3.3628e+01 + + 4.2168e+01 + + 1.0370e+02 + + 1.3606e+02 + + ... + +fprintf(' Results \n ') + + Results + + >> fprintf('%d %f \n ',[XX(:,1),Res] ') + +197 92.541636 + + 198 73.432513 + + 199 5.885468 + + 200 35.300393 + + 201 70.208100 + + 202 28.096191 + + 203 87.136298 + + 204 79.776499 + + 205 36.243011 + + 206 18.249808 + + 207 49.666520 + + 208 45.067095 + + 209 81.785392 + + 210 5.555862 + + 211 105.361366 + + 212 4.575460 + + 213 381.204021 + + 214 26.712747 + + 216 8.037618 + + 217 119.627795 + + 218 10.061485 + + 219 63.762947 + + 220 9.087658 + + 221 41.684105 + + 222 35.907417 + + 223 76.139589 + + 224 23.752550 + + 225 142.216169 + + 226 67.755801 + + 227 20.597788 + + 228 76.818771 + + 229 104.284923 + + 230 18.541601 + + 231 4.473983 + + 232 3.580878 + + 233 224.758597 + + 234 26.863645 + + 235 212.911324 + + 236 50.921549 + + 237 33.628254 + + 238 42.168327 + + 239 103.701129 + + 240 136.060809 + + 241 713.711764 + + 242 34.027235 + + 245 4.102289 + + 246 27.086730 + + 247 2.667541 + + 248 2.497556 + + 252 103.829221 + + 253 7.460715 + + ... + +``` + + + +- Сохраняем вектор оценок результативности в бинарном файле + + + +```matlab + +>> save res.mat Res -mat + + + +``` + + + +- Создаем гистограмму + +```matlab + +>> hist(Res,20) + +>> xlabel('Results ') + +>> ylabel('Number of Unis ') + + + +``` + +- Сохраняем гистограмму + +```matlab + saveas(gcf, 'Hist.jpg', 'jpg ') + +``` + +- Рассчитали и отобразили оценку корелляции обобщенной результативности с финансированием + +```matlab + +>> CorFin=corr(Res,XX(:,2)) + +CorFin = 0.8437 + +>> fprintf('Correlation of Results and Money = %f \\n',CorFin) + +Correlation of Results and Money = 0.843710 + +``` + +## 3 Создание файла программы (сценария). Проверка выполнения программы. Файл Hist.jpg + +- Создал файл программы Prog1.m: + +![Скриншот программы](assets/figure2.png) + +- Проверил вывод сценария, выводится лишнее: + +![Скриншот вывода](assets/figure3.PNG) + +- Гистограмма: + +![Скриншот гистограммы](Hist.jpg) + +## 4 Изменения файла с командами: + +- Изменил сценарий (добавил ;), чтобы избавиться от эхо-вывода. Сценарий стал выполняться быстрее, и убрался лишний вывод + +![Скриншот с выводом, сценарием](assets/figure4.PNG) + +## 5 Создаем файл с выводом + +- изменил код: + +добавил fp=fopen('prtcl.txt ','w'); и в каждом выводе добавли fp и добавил закрытие файла fclose(fp); + +![Скриншот с измененным кодом](assets/figure5.png) + +![Скриншот с выводом в файл](assets/figure6.png) + +## 6 Вывод в файл мин. , макс. , среднего, стандартного отклонения. + +```matlab +>>MinRes = min(Res); +>>MaxRes = max(Res); +>>MeanRes = mean(Res); +>>stdRes = std(Res); +>>fprintf(fp, 'Min %f \n ',MinRes ); +>>fprintf(fp,'Max %f \n ',MaxRes ); +>>fprintf(fp,'Mean = %f \n ', MeanRes); +>>fprintf(fp,'Std = %f \n ', stdRes); +``` \ No newline at end of file diff --git a/ТЕМА2/res.mat b/ТЕМА2/res.mat new file mode 100644 index 0000000000000000000000000000000000000000..c5ecb4ac0e30fa783c32a376e840ba0b22e61e61 GIT binary patch literal 2504 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diff --git a/ТЕМА2/task.md b/ТЕМА2/task.md new file mode 100644 index 0000000..b7a8110 --- /dev/null +++ b/ТЕМА2/task.md @@ -0,0 +1,76 @@ +# Общее контрольное задание по теме 1 + +Андросов ДС, А-02-24 + +## Задание 1 + +Рассчитать главную компоненту, представляющую показатель обобщенного кадрового обеспечения НИР в каждом вузе + +## Решение 1 + +```matlab +>>fp=fopen('prtcl_task.txt ','w');%открытие файла +>>XX=load('dan_vuz.txt');%считывание данных +>>size(XX);%размер матрицы +>>X=XX(:,14:15);%создание новой матрицы по заданным параметрам +>>[vect, lambda] = eig(X' * X);%расчет собственных векторов и собственных значений матрицы X'*X +>>Sobst = diag(lambda);%извлечение собственных значений из диагональной матрицы lambda в вектор +>>SobMax=Sobst(end);%выделение наибольшего собственного значения (последний элемент вектора) +>>GlComp=vect(:,end);%выделение соответствующего наибольшему собственному значению собственного вектора (главной компоненты) +``` + +## Задание 2 + +Определить и отобразить долю представле в этом показателе информации о кадрах + +## Решение 2 + +```matlab +>>Delt=100*SobMax/sum(Sobst);%расчет доли информации, содержащейся в главной компоненте +>>fprintf(fp,'Delta= %d \n ',round(Delt));%запись значения доли информации в файл + +``` + + +## Задание 3 + +Рассчитать и вывести в некоторый текстовый файл значения показателя для каждого вуза + +## Решение 3 + +```matlab +>>Res=X*GlComp;%расчет оценок результативности для каждого вуза +>>fprintf(fp, '%d %f\n', [XX(:,1)'; Res']);%запись в файл кодов вузов и соответствующих им оценок результативности +>>save res_task.mat Res -mat;%сохранение вектора оценок результативности в бинарный файл + +``` + +## Задание 4 + +Рассчитать и отобразить корреляции этого показателя с финансированием НИР, + +## Решение 4 + +```matlab +>>CorFin=corr(Res,XX(:,2));%расчет коэффициента корреляции +>>fprintf(fp,'Correlation of Results and Money = %f \n', CorFin);% Запись значения корреляции в файл + +``` + +## Задание 5 + +Рассчитать и отобразить корреляцию между показателями результативности и кадрового обеспечения. + +## Решение 5 + +```matlab +>>X2 = XX(:, 3:13);%создание новой матрицы по заданным параметрам +>>[vect2, lambda2] = eig(X2' * X2);%расчет собственных векторов и собственных значений матрицы X2'*X2 +>>Sobst2 = diag(lambda2);%извлечение собственных значений из диагональной матрицы lambda2 в вектор +>>GlComp2 = vect2(:, end);%выделение соответствующего наибольшему собственному значению собственного вектора (главной компоненты2) +>>Res2 = X2 * GlComp2;%расчет оценок результативности для каждого вуза +>>CorFin2 = corr(Res2, Res);%расчет коэффициента корреляции +>>fprintf(fp, 'Correlation of Results and Staff = %f\n', CorFin2);% Запись в файл корреляции между результативностью и кадровым обеспечением +>>fclose(fp);%закрытие файла + +``` \ No newline at end of file