net=newffminmaxp,[104 5 1], {
tansigtansigpurelin },
traingd ;
net.trainParam.show = 500; net.trainParam.lr = 0.01;
net.trainParam.epochs = 500000; net.trainParam.goal = 1e-5;
net = trainnet,p,t; y = simnet,p;
bobotinput = net.IW{1,1}; biasinput = net.b{1,1};
bobotlapisan1 = net.LW{2,1}; biaslapisan1 = net.b{2,1};
bobotlapisan2 = net.LW{3,1}; biaslapisan2 = net.b{3,1};
2. Source Code untuk Pengujian Data Baru
n = [ 1 1 1 1 0 1 1; 1 1 1 1 0 0 1; 1 1 1 0 1 0 1; 1 1 0 1 0 0 1; 1 0 1 1 0 0 0;
1 0 0 0 1 0 0; 1 0 1 0 1 1 0; 1 1 1 0 0 0 1; 1 1 0 1 0 1 0; 1 0 0 1 0 0 1;
1 1 0 0 0 0 0; 1 1 0 1 1 1 0; 1 0 0 1 1 0 0; 1 1 1 1 1 0 1; 0 0 0 1 0 0 1;
0 0 0 0 0 1 1; 0 0 0 0 0 0 1; 0 1 1 1 1 1 1; 0 1 1 1 0 1 0; 0 0 0 1 1 1 1;
0 0 0 1 0 1 1; 0 0 1 1 1 0 0; 0 1 0 1 1 0 1; 0 0 1 1 1 1 0; 0 0 0 1 1 0 1 ];
n = n; baru = newffminmaxn,[104,5,1], {
tansigtansigpurelin },
traingd ;
baru.IW{1,1} = [ 1.8360 2.5665 -1.4949 -2.3878 0.6016 -2.6789 -2.0332
1.4159 3.3321 -0.4983 -1.5353 2.3723 2.5375 -1.6079
1.1765 -0.4878 2.9799 -0.1668 2.1139 2.9270 2.4414
-3.3509 3.3834 1.4193 -0.8450 0.5848 1.8930 0.4797
-2.2695 -0.3365 -2.9913 -2.9827 0.8685 -0.7559 2.2390
-1.5759 1.3642 3.5716 -2.6685 -1.4120 1.8086 0.1877
-2.0342 -2.2064 -2.4252 0.8717 -2.2925 2.2857 1.8820
-0.8132 1.3311 3.3470 0.6039 -3.4779 -0.0308 -1.8632
3.1327 -1.4763 -0.5783 -2.1731 0.9197 -2.1771 -2.6307
-2.6343 -2.5748 3.4138 -1.4671 -0.1780 -0.2580 1.4208
Universitas Sumatera Utara
-1.2788 -1.4694 2.3402 0.7905 -2.7085 -2.5727 -2.3749
1.7386 3.6599 -0.1358 0.1125 0.3800 3.2569 -1.6313
-2.3255 1.9078 -2.6913 2.2609 -1.0122 0.0896 -2.6328
2.3239 1.4054 -0.0741 -2.6648 -3.2125 -1.6527 -1.4150
1.6945 3.0484 0.8116 2.9229 0.9096 -0.6220 2.5864
2.4579 1.5106 0.8541 -2.6993 0.3835 3.6436 0.1100
3.4626 -2.5464 0.6573 2.0092 -0.7496 1.3589 -2.0533
2.6684 0.0903 1.2128 3.4281 2.1133 1.8772 -1.1047
-3.7102 -0.2505 -0.8341 -0.2701 -2.5982 -2.9547 -0.0917
0.4660 -0.2553 -3.8503 -0.2989 2.1232 -1.9678 2.4477
1.9300 3.0893 -2.8439 0.7921 -0.0711 2.1462 -1.6981
-2.6941 0.5969 3.1357 2.9224 -0.5236 1.6437 0.7540
-1.8717 -2.4605 -1.7240 -1.5771 1.2944 -0.5625 3.5592
-0.2036 2.4215 -2.2916 2.2345 2.5461 0.9627 -2.4364
-0.3112 0.8948 2.0421 -2.1002 4.1594 1.6357 -0.3637
2.5851 1.8333 -0.9603 1.8754 3.2979 -2.0830 0.1495
-1.6808 0.6281 1.9314 -1.4122 0.1531 -3.5876 2.7674
-2.4829 1.2709 1.8750 -1.5054 1.0723 -3.0990 -2.2970
-1.5344 1.9311 -2.7674 -2.0574 1.7959 -2.3284 -1.8171
-1.4609 -1.7407 1.8086 2.8546 -1.6327 2.0146 2.4885
-2.4537 -1.4638 2.4162 -2.5541 0.9942 -2.3040 1.6544
1.3782 0.7440 3.6558 1.9827 0.1545 -1.4530 -2.7548
0.1743 -2.2350 2.9463 -1.3200 -1.7413 1.5412 2.9472
1.4917 1.3034 3.1230 1.5004 -0.4936 -1.0736 -3.4975
-0.1196 2.7161 3.9163 1.7028 1.4456 0.1092 -1.3721
-1.5119 -2.4755 2.8666 -2.6452 1.1324 -1.6691 1.3331
0.2388 -0.8334 0.7056 -0.6860 1.6061 0.7968 -4.9605
2.6290 -1.7727 2.3350 -1.3266 2.5802 -0.1908 2.3850
1.8357 -1.5365 -2.0573 -2.6470 0.7784 1.6770 3.0364
-0.0388 1.4706 2.2501 0.3454 -3.5013 -3.1184 -0.4598
Universitas Sumatera Utara
2.8579 1.9197 -0.5495 -1.2166 -0.5544 3.4898 -1.9342
3.5152 -1.1860 1.1405 -3.6219 -0.2221 -0.6637 0.9456
-0.2880 0.6653 3.1293 -2.6166 -1.3473 1.8843 2.6726
-1.5905 -3.0126 -3.2683 -0.8395 -2.0987 -0.6494 1.2538
-1.3246 -1.9969 -1.0530 1.8542 0.6605 2.4802 -3.5534
-1.4203 -2.6260 -2.8419 2.0237 0.2121 -0.0975 2.8969
-2.8882 -3.6089 0.1595 -0.9952 -1.5338 0.3921 -2.2117
-1.1347 2.3278 0.9309 1.5837 0.3806 -3.8850 -2.0638
-1.5853 -3.2131 -2.5780 -0.4991 -2.9708 0.7535 -0.8402
2.9623 -2.3731 -2.3079 -1.6593 -1.2614 -1.5830 -1.3973
-0.0737 -0.5986 4.0607 1.9486 -0.0904 1.6749 -2.4536
1.5381 -3.8849 3.2053 -0.6911 0.4668 0.1485 -1.0343
-2.2421 -2.1438 1.9661 2.7216 -0.5163 -1.9863 -2.1135
-0.4159 3.3572 -2.8550 0.9834 0.0643 2.3369 1.8596
-2.5282 0.3180 -3.5208 -0.8761 -0.7769 -2.9982 0.6158
-0.7599 3.1597 2.5075 -1.0606 -2.6223 -1.6768 -1.3563
0.5942 2.9103 -2.1613 -2.0418 2.3720 -0.3270 2.4867
2.3439 -2.5845 2.9047 0.5167 -0.9936 0.5060 2.7180
2.4868 -2.9979 2.6358 1.1578 0.4998 -2.3842 -0.3988
-2.0723 -2.8513 -2.2898 0.6419 0.5372 -2.2757 -2.5148
0.3547 2.7821 2.2454 2.6185 0.7628 -2.8930 0.8898
-1.2785 -1.5810 -1.0466 2.8459 1.1433 -0.8527 3.7333
-1.5014 -0.4364 -2.7834 -2.2446 1.5912 -1.5336 3.0798
2.5752 -0.7017 3.0492 1.1641 2.2353 -2.3170 1.2214
3.5733 -2.1968 -2.7473 1.5279 -0.6228 1.1641 -0.5667
-1.0472 -0.2057 -0.0834 2.5858 -2.2734 1.9368 -3.5729
0.0443 1.2386 1.6898 -0.0435 -3.0365 2.6248 3.0273
2.4286 -0.4602 3.7468 2.9701 -0.7783 -0.1824 0.2390
1.3467 -0.5830 3.1858 1.3151 2.6396 2.6913 -1.1450
-1.6795 -1.8612 -1.2415 -2.6036 2.5660 -2.8295 0.6120
Universitas Sumatera Utara
0.7647 2.2738 2.6195 2.7015 1.9109 1.1615 2.3905
-1.5518 3.1923 0.9299 -3.5790 0.3158 1.7543 -0.3356
-3.2339 -1.5912 1.2478 -2.9359 1.6394 -0.9799 1.6597
1.8994 3.4563 0.8578 0.9844 1.3109 1.1818 3.0398
0.7856 2.1647 -2.5481 -1.6505 1.7459 -2.7010 -2.1835
0.1379 2.7830 1.5350 1.5815 -3.2225 0.8580 -2.4098
1.6650 1.1996 3.9196 0.4031 -2.7902 -1.4346 -0.1104
-0.3827 2.2029 2.7804 1.8724 1.3951 -2.6043 1.9853
-2.7208 -3.7937 -0.6954 -1.9080 -1.2486 1.3901 -0.4972
3.7566 0.7628 -1.4275 -2.0115 1.0835 0.3943 -2.6750
-2.4074 2.4502 -1.9100 2.1879 1.6574 -1.6473 1.9231
0.5440 -1.8086 1.8420 -2.5948 -1.7844 -0.7700 -3.4713
3.3118 -2.6109 -1.2187 -1.8143 2.4490 -0.0174 -0.9347
-2.1299 -1.6113 -2.9744 0.4367 2.8166 -0.3901 2.2962
0.0747 -2.2083 2.8804 2.1239 -0.5396 1.7173 2.9489
-0.9507 0.6042 1.9228 -2.2625 -1.8342 -3.6613 1.6439
3.2629 -1.4976 0.1103 0.2040 -2.5264 3.1949 -0.0128
-0.0551 1.4547 2.1427 -1.9507 2.1609 2.5723 -2.7909
1.7162 -0.6029 3.3361 0.5708 2.5757 -1.9954 -2.0386
-1.1354 2.8381 4.0351 -1.1231 1.5364 0.0644 -0.2940
-1.9702 -3.2975 -1.2537 -0.1270 -3.6263 -0.1243 0.1643
3.0388 2.2236 -1.7969 -0.3829 -1.1424 -3.1795 0.6902
1.4842 2.1235 -2.3691 2.8494 -2.9383 -0.6183 -0.1790
2.5236 -1.8462 -0.4928 3.4197 -2.5333 -0.9174 -0.6481
-0.1333 1.9461 2.8457 2.9153 -0.9170 -2.8218 0.0803
0.4689 1.1399 1.2983 -2.7349 2.7268 2.4239 -2.3409
1.9793 2.4692 -1.7071 2.8021 1.4102 1.3306 -2.2536
1.7216 2.6279 -1.3211 -2.1944 -1.7713 0.2056 -3.1508
-1.7424 3.4539 -2.2449 0.1859 2.2628 1.5429 1.3910
-1.4882 2.0209 -1.0363 -2.9447 -1.9157 -3.1109 0.3598
Universitas Sumatera Utara
-0.1230 2.4606 -1.5563 -0.3025 2.6234 2.7549 -2.5611
3.3055 -1.1023 -0.8441 -1.4341 -1.4971 -3.3816 -1.0958
1.1739 2.4717 -2.4535 0.9183 0.9901 -2.1915 3.0726
1.3604 3.5506 -0.3902 -1.0542 2.3226 0.0089 -2.9038 ];
baru.b{1} = [ -0.8723 -5.4756
-8.1100 0.7733
5.6402 1.8554
4.3271 2.8177
0.1386 3.4009
5.8698 -5.7494
4.3674 0.6729
-7.7097 -4.9877
-2.9793 -6.9665
6.9950 -1.0289
-3.3335 -1.3326
3.1617 0.0336
-1.5174 -4.6881
1.9674 3.8644
4.5759 -1.1468
2.9914 -2.9710
-2.1773 -2.1363
-3.2458 2.3922
0.7097 -4.0540
-1.1447 2.1904
-2.4593 -0.3633
-1.4762 5.5785
1.8630 1.2793
5.5674 1.1397
5.5864 3.9829
-2.2075
Universitas Sumatera Utara
0.1352 2.1238
-2.7832 4.7246
0.8290 -1.6607
-2.4341 -0.1510
4.9823 -2.9803
-2.1174 1.3046
-2.9729 0.6125
0.6612 -1.9318
-3.1691 -3.8485
2.5459 -5.7154
-1.3870 0.9874
-5.2008 3.3406
0.5771 -0.2043
-5.1194 3.3057
1.7019 -2.7046
5.5909 2.1016
-0.9248 -1.7217
0.5001 0.5150
-3.6321 0.0411
-4.9997 3.0980
2.4252 1.9940
2.5220 -4.3194
0.8817 -0.7099
4.3487 -4.8917
1.5770 -4.1730
5.5949 0.6299
1.2957 ]; baru.LW{2,1} = [ 0.1474 0.1029 0.0506 0.1747 0.1039
-0.1873 0.1683 0.1991 0.1560 -0.0496 0.1165 0.1555 -0.1026 -0.1574 0.1153 0.0856 -0.1051 -0.1738 -0.2104
0.0913 0.0542 -0.1200 -0.1487 -0.1034 0.0798 -0.1426 0.0891 -0.1188 -0.1377 0.0608 -0.0785 0.0771 0.1401
0.2120 0.2037 -0.2064 0.1433 -0.0874 -0.1982 -0.0387
Universitas Sumatera Utara
-0.0414 0.1386 -0.0930 0.0880 -0.1477 0.0580 -0.0802 0.0751 0.0519 0.2265 -0.2004 0.2026 0.1666 -0.1906
0.1908 0.0274 -0.2023 0.0848 0.0476 0.1118 0.1872 -0.0745 0.0620 0.1422 -0.1003 0.2212 0.1632 0.2439
-0.2083 0.1725 -0.0939 0.1826 0.0118 -0.0350 -0.1189 0.0135 0.1953 0.1479 0.1970 0.1504 -0.2033 0.1800
-0.1409 -0.0397 -0.2001 -0.0733 0.1124 0.1950 -0.1132 -0.1231 -0.1700 0.0506 -0.1041 0.2042 0.2474 0.0786
0.0461 -0.1594 0.2232 0.1119 0.0796 -0.0127 -0.2296 -0.1646
0.1473 0.1523 -0.0971 0.0501 -0.1999 0.0351 -0.0169 -0.0884 -0.1478 0.1066 -0.2128 0.0339 -0.0097
-0.1862 0.1587 0.1390 0.3281 0.0756 -0.0226 -0.0297 0.1362 -0.1082 0.1718 0.1365 -0.0910 0.1275 0.0800
-0.0087 -0.0319 -0.1381 -0.1915 -0.2382 -0.0056 -0.0491 -0.1380 0.1312 -0.1998 0.2953 -0.0594 0.0249 0.0601
0.2746 0.1732 -0.1546 -0.0911 0.0486 -0.2782 -0.1857 -0.1738 0.2413 -0.0593 0.1581 -0.0419 -0.0871 -0.0915
-0.1157 -0.0371 -0.0600 -0.0324 0.0636 0.0218 -0.2488 -0.0791 0.1023 0.3539 -0.0049 -0.0772 0.0718 0.0670
-0.1777 -0.1486 -0.4029 -0.2446 -0.1548 -0.0532 -0.0135 -0.0085 0.2494 -0.0501 0.4673 -0.3726 -0.0883 0.1060
-0.2146 0.0099 0.0790 0.1245 -0.1426 -0.0289 0.0583 0.0078 0.2616 -0.0253 0.1491 -0.1912 -0.0581 0.0022
0.1112 0.0600 -0.0265 0.1836 0.0704 0.2581 -0.1316
-0.0799 0.1029 0.0140 0.0990 -0.0951 -0.2408 0.0621 0.0780 0.1891 0.0201 -0.0585 -0.0509 -0.2968
-0.0544 0.2443 0.3123 0.2697 0.0147 -0.0747 -0.1412 0.2310 0.0996 -0.1521 -0.2686 0.0263 0.1131 0.1013
0.1288 -0.0350 -0.1478 -0.1183 -0.0461 -0.0608 0.0330 -0.2089 0.0086 0.1193 -0.0118 -0.1303 -0.1212 -0.2594
0.1088 0.1711 -0.2852 -0.1595 0.0133 0.2597 0.0310 0.0335 -0.1904 0.1593 -0.1618 0.1870 0.0919 0.0481
-0.1243 -0.1285 -0.0901 -0.1704 -0.0177 -0.0906 0.0047 -0.0129 -0.0558 -0.0992 0.1981 -0.2923 -0.0373 -0.0483
0.0807 0.1506 0.0740 0.3019 -0.0418 0.0251 -0.0299 -0.0414 0.1145 0.3234 0.0291 -0.0090 -0.1277 -0.0571
0.1628 -0.1336 0.2104 0.0370 -0.0904 0.0905 -0.0866 0.2757 0.1223 -0.1163 -0.1531 0.1771 -0.2996 -0.1156
0.0702 -0.1835 -0.1123 0.1488 -0.0328 -0.0623 -0.1749
0.0597 0.2969 -0.1597 -0.0197 0.0196 0.0016 0.0308 0.2720 0.0685 -0.0050 0.3221 -0.3471 0.0392
0.2563 0.1763 0.1420 -0.1188 -0.0082 -0.4117 0.1631 0.1642 0.1268 -0.1091 0.0444 -0.0859 0.1130 -0.0485
-0.0927 -0.1752 -0.2370 -0.1132 0.0889 -0.0937 0.0302 -0.2923 -0.0237 -0.0251 0.2337 0.0936 -0.1382 0.1695
0.2320 -0.2219 0.1212 -0.0530 0.0170 -0.0033 -0.0952 -0.0790 0.2745 0.1364 0.1497 -0.0549 0.0229 -0.0776
-0.2276 0.1690 0.0247 0.0427 -0.2111 0.3746 -0.0064 -0.0252 0.1293 0.1160 -0.1862 -0.0069 0.2489 -0.0377
-0.1163 -0.4803 0.0898 0.0663 -0.1813 0.0659 -0.1069 0.3724 -0.3469 0.0219 0.2863 0.1036 0.0726 0.1933
0.0250 -0.0408 -0.1135 0.1225 0.0702 0.2031 -0.2542 0.0614 0.2118 0.1542 -0.0163 -0.0183 -0.1660 -0.3151
-0.0163 -0.0983 -0.0219 0.0548 0.2584 -0.0378 0.1578
-0.1316 -0.2149 0.2227 -0.0048 0.1668 -0.2594 -0.2490 -0.0377 0.1153 -0.1392 -0.2199 0.1628 0.0004
-0.0558 0.0924 -0.0417 -0.0009 0.0323 0.1133 -0.1543 -0.1276 -0.1304 0.0330 -0.1468 0.2304 -0.0542 0.1014
0.1315 0.0300 -0.2530 0.0088 0.1407 0.0045 -0.0654
Universitas Sumatera Utara
0.0055 -0.1247 -0.0727 0.0434 0.1057 0.0674 -0.0510 0.0268 -0.2459 -0.1759 -0.1762 -0.0177 0.1982 -0.0018
-0.0491 -0.0529 -0.2203 0.1275 0.1848 0.0562 0.2135 0.1222 -0.1876 -0.0524 -0.1289 -0.0030 0.1529 0.1815
0.0104 0.0510 0.0019 -0.0225 0.0847 -0.1337 0.1102 -0.2269 0.0161 0.2029 -0.0687 -0.1398 -0.0105 0.1470
0.2370 -0.1834 0.2514 -0.1777 -0.1032 0.1701 -0.2238 0.1929 -0.1030 0.1822 0.1619 -0.1508 0.0866 0.1617
-0.0501 0.1434 0.0231 0.0943 0.0928 -0.2055 0.1350 -0.0192 -0.1634 -0.1365 0.1867 -0.1548 -0.1843 0.0054
];
baru.b{2} = [ -1.4232 -0.5882
-0.1564 0.8681
-1.4395 ]; baru.LW{3,2} = [ 0.2448 0.4426 -0.9057 0.6060 0.3804 ];
baru.b{3} = [ -0.3093 ]; hsl = simbaru,n
3. Source Code untuk Form Utama
function varargout = Utamavarargin
Inisialisasi GUI gui_Singleton = 1;
gui_State = struct gui_Name
, mfilename, ...
gui_Singleton , gui_Singleton,
... gui_OpeningFcn
, Utama_OpeningFcn, ...
gui_OutputFcn , Utama_OutputFcn,
... gui_LayoutFcn
, [] , ...
gui_Callback , [];
if nargin ischarvarargin{1}
gui_State.gui_Callback = str2funcvarargin{1}; end
if nargout
[varargout{1:nargout}] = gui_mainfcngui_State, varargin{:}; else
gui_mainfcngui_State, varargin{:}; end
function Utama_OpeningFcnhObject, eventdata, handles, varargin
Default command line output untuk Utama handles.output = hObject;
Update handles structure guidatahObject, handles;
--- Outputs from this function are returned to the command line. function
varargout = Utama_OutputFcnhObject, eventdata, handles varargout{1} = handles.output;
function akarbutton_CallbackhObject, eventdata, handles
Universitas Sumatera Utara
Akar function
batangbutton_CallbackhObject, eventdata, handles Batang
function bidsadapbutton_CallbackhObject, eventdata, handles
BidSadap function
daunbutton_CallbackhObject, eventdata, handles Daun
function daftarbutton_CallbackhObject, eventdata, handles
DaftarPenyakit function
keluarbutton_CallbackhObject, eventdata, handles respon = Keluar
Title ,
konfirmasi keluar ;
switch lowerrespon
case tidak
tidak ada aksi case
ya close
end
4. Source Code untuk Form Akar
function varargout = Akarvarargin
Insialisasi GUI gui_Singleton = 1;
gui_State = struct gui_Name
, mfilename, ...
gui_Singleton , gui_Singleton,
... gui_OpeningFcn
, Akar_OpeningFcn, ...
gui_OutputFcn , Akar_OutputFcn,
... gui_LayoutFcn
, [] , ...
gui_Callback , [];
if nargin ischarvarargin{1}
gui_State.gui_Callback = str2funcvarargin{1}; end
if nargout
[varargout{1:nargout}] = gui_mainfcngui_State, varargin{:}; else
gui_mainfcngui_State, varargin{:}; end
function Akar_OpeningFcnhObject, eventdata, handles, varargin
Default command line output untuk form Akar handles.output = hObject;
Update handles structure guidatahObject, handles;
--- Outputs from this function are returned to the command line. function
varargout = Akar_OutputFcnhObject, eventdata, handles varargout{1} = handles.output;
Universitas Sumatera Utara
function akar1button_CallbackhObject, eventdata, handles
Akar function
batang1button_CallbackhObject, eventdata, handles Batang
function bidsadap1button_CallbackhObject, eventdata, handles
BidSadap function
daun1button_CallbackhObject, eventdata, handles Daun
function edit1a_CallbackhObject, eventdata, handles
akar1=str2numgethandles.edit1a, String
; handles.akar1=akar1;
if isemptyakar1
sethObject, String
, Mengembalikan string kosong jika
edit1a kosong end
guidatahObject, handles; function
edit1a_CreateFcnhObject, eventdata, handles if
ispc isequalgethObject, BackgroundColor
, get0,
defaultUicontrolBackgroundColor sethObject,
BackgroundColor ,
white ;
end function
edit1b_CallbackhObject, eventdata, handles akar2=str2numgethandles.edit1b,
String ;
handles.akar2=akar2; if
isemptyakar2 sethObject,
String ,
end guidatahObject, handles;
function edit1b_CreateFcnhObject, eventdata, handles
if ispc isequalgethObject,
BackgroundColor ,
get0, defaultUicontrolBackgroundColor
sethObject, BackgroundColor
, white
; end
function edit1c_CallbackhObject, eventdata, handles
akar3=str2numgethandles.edit1c, String
; handles.akar3=akar3;
if isemptyakar3
sethObject, String
, end
guidatahObject, handles; function
edit1c_CreateFcnhObject, eventdata, handles if
ispc isequalgethObject, BackgroundColor
, get0,
defaultUicontrolBackgroundColor sethObject,
BackgroundColor ,
white ;
end function
edit1d_CallbackhObject, eventdata, handles akar4=str2numgethandles.edit1d,
String ;
handles.akar4=akar4;
Universitas Sumatera Utara
if isemptyakar4
sethObject, String
, end
guidatahObject, handles; function
edit1d_CreateFcnhObject, eventdata, handles if
ispc isequalgethObject, BackgroundColor
, get0,
defaultUicontrolBackgroundColor sethObject,
BackgroundColor ,
white ;
end function
edit1e_CallbackhObject, eventdata, handles akar5=str2numgethandles.edit1e,
String ;
handles.akar5=akar5; if
isemptyakar5 sethObject,
String ,
end guidatahObject, handles;
--- Executes during object creation, after setting all properties. function
edit1e_CreateFcnhObject, eventdata, handles if
ispc isequalgethObject, BackgroundColor
, get0,
defaultUicontrolBackgroundColor sethObject,
BackgroundColor ,
white ;
end function
edit1f_CallbackhObject, eventdata, handles akar6=str2numgethandles.edit1f,
String ;
handles.akar6=akar6; if
isemptyakar6 sethObject,
String ,
end guidatahObject, handles;
function edit1f_CreateFcnhObject, eventdata, handles
if ispc isequalgethObject,
BackgroundColor ,
get0, defaultUicontrolBackgroundColor
sethObject, BackgroundColor
, white
; end
function edit1g_CallbackhObject, eventdata, handles
akar7=str2numgethandles.edit1g, String
; handles.akar7=akar7;
if isemptyakar7
sethObject, String
, end
guidatahObject, handles; function
edit1g_CreateFcnhObject, eventdata, handles if
ispc isequalgethObject, BackgroundColor
, get0,
defaultUicontrolBackgroundColor sethObject,
BackgroundColor ,
white ;
end function
finish1button_CallbackhObject, eventdata, handles close
function reset1button_CallbackhObject, eventdata, handles
Universitas Sumatera Utara
sethandles.edit1a, String
, ;
sethandles.edit1b, String
, ;
sethandles.edit1c, String
, ;
sethandles.edit1d, String
, ;
sethandles.edit1e, String
, ;
sethandles.edit1f, String
, ;
sethandles.edit1g, String
, ;
sethandles.texthasil1, String
, ;
sethandles.textkendali1, String
, ;
function ok1button_CallbackhObject, eventdata, handles
akar1=handles.akar1; akar2=handles.akar2;
akar3=handles.akar3; akar4=handles.akar4;
akar5=handles.akar5; akar6=handles.akar6;
akar7=handles.akar7; x1=0;
x2=0; x3=0;
x4=0; x5=0;
x6=0; x7=0;
n=[akar1 akar2 akar3 akar4 akar5 akar6 akar7]; m=[x1 x2 x3 x4 x5 x6 x7];
input=[n;m]; input=input;
net=newff[0 1;0 1;0 1;0 1;0 1;0 1;0 1],[104 5 1],{
tansigtansigpurelin },
traingd ;
net.IW{1,1} = [ 1.8360 2.5665 -1.4949 -2.3878 0.6016 -2.6789 -2.0332
1.4159 3.3321 -0.4983 -1.5353 2.3723 2.5375 -1.6079
1.1765 -0.4878 2.9799 -0.1668 2.1139 2.9270 2.4414
-3.3509 3.3834 1.4193 -0.8450 0.5848 1.8930 0.4797
-2.2695 -0.3365 -2.9913 -2.9827 0.8685 -0.7559 2.2390
-1.5759 1.3642 3.5716 -2.6685 -1.4120 1.8086 0.1877
-2.0342 -2.2064 -2.4252 0.8717 -2.2925 2.2857 1.8820
-0.8132 1.3311 3.3470 0.6039 -3.4779 -0.0308 -1.8632
3.1327 -1.4763 -0.5783 -2.1731 0.9197 -2.1771 -2.6307
-2.6343 -2.5748 3.4138 -1.4671 -0.1780 -0.2580 1.4208
-1.2788 -1.4694 2.3402 0.7905 -2.7085 -2.5727 -2.3749
1.7386 3.6599 -0.1358 0.1125 0.3800 3.2569 -1.6313
Universitas Sumatera Utara
-2.3255 1.9078 -2.6913 2.2609 -1.0122 0.0896 -2.6328
2.3239 1.4054 -0.0741 -2.6648 -3.2125 -1.6527 -1.4150
1.6945 3.0484 0.8116 2.9229 0.9096 -0.6220 2.5864
2.4579 1.5106 0.8541 -2.6993 0.3835 3.6436 0.1100
3.4626 -2.5464 0.6573 2.0092 -0.7496 1.3589 -2.0533
2.6684 0.0903 1.2128 3.4281 2.1133 1.8772 -1.1047
-3.7102 -0.2505 -0.8341 -0.2701 -2.5982 -2.9547 -0.0917
0.4660 -0.2553 -3.8503 -0.2989 2.1232 -1.9678 2.4477
1.9300 3.0893 -2.8439 0.7921 -0.0711 2.1462 -1.6981
-2.6941 0.5969 3.1357 2.9224 -0.5236 1.6437 0.7540
-1.8717 -2.4605 -1.7240 -1.5771 1.2944 -0.5625 3.5592
-0.2036 2.4215 -2.2916 2.2345 2.5461 0.9627 -2.4364
-0.3112 0.8948 2.0421 -2.1002 4.1594 1.6357 -0.3637
2.5851 1.8333 -0.9603 1.8754 3.2979 -2.0830 0.1495
-1.6808 0.6281 1.9314 -1.4122 0.1531 -3.5876 2.7674
-2.4829 1.2709 1.8750 -1.5054 1.0723 -3.0990 -2.2970
-1.5344 1.9311 -2.7674 -2.0574 1.7959 -2.3284 -1.8171
-1.4609 -1.7407 1.8086 2.8546 -1.6327 2.0146 2.4885
-2.4537 -1.4638 2.4162 -2.5541 0.9942 -2.3040 1.6544
1.3782 0.7440 3.6558 1.9827 0.1545 -1.4530 -2.7548
0.1743 -2.2350 2.9463 -1.3200 -1.7413 1.5412 2.9472
1.4917 1.3034 3.1230 1.5004 -0.4936 -1.0736 -3.4975
-0.1196 2.7161 3.9163 1.7028 1.4456 0.1092 -1.3721
-1.5119 -2.4755 2.8666 -2.6452 1.1324 -1.6691 1.3331
0.2388 -0.8334 0.7056 -0.6860 1.6061 0.7968 -4.9605
2.6290 -1.7727 2.3350 -1.3266 2.5802 -0.1908 2.3850
1.8357 -1.5365 -2.0573 -2.6470 0.7784 1.6770 3.0364
-0.0388 1.4706 2.2501 0.3454 -3.5013 -3.1184 -0.4598
2.8579 1.9197 -0.5495 -1.2166 -0.5544 3.4898 -1.9342
3.5152 -1.1860 1.1405 -3.6219 -0.2221 -0.6637 0.9456
Universitas Sumatera Utara
-0.2880 0.6653 3.1293 -2.6166 -1.3473 1.8843 2.6726
-1.5905 -3.0126 -3.2683 -0.8395 -2.0987 -0.6494 1.2538
-1.3246 -1.9969 -1.0530 1.8542 0.6605 2.4802 -3.5534
-1.4203 -2.6260 -2.8419 2.0237 0.2121 -0.0975 2.8969
-2.8882 -3.6089 0.1595 -0.9952 -1.5338 0.3921 -2.2117
-1.1347 2.3278 0.9309 1.5837 0.3806 -3.8850 -2.0638
-1.5853 -3.2131 -2.5780 -0.4991 -2.9708 0.7535 -0.8402
2.9623 -2.3731 -2.3079 -1.6593 -1.2614 -1.5830 -1.3973
-0.0737 -0.5986 4.0607 1.9486 -0.0904 1.6749 -2.4536
1.5381 -3.8849 3.2053 -0.6911 0.4668 0.1485 -1.0343
-2.2421 -2.1438 1.9661 2.7216 -0.5163 -1.9863 -2.1135
-0.4159 3.3572 -2.8550 0.9834 0.0643 2.3369 1.8596
-2.5282 0.3180 -3.5208 -0.8761 -0.7769 -2.9982 0.6158
-0.7599 3.1597 2.5075 -1.0606 -2.6223 -1.6768 -1.3563
0.5942 2.9103 -2.1613 -2.0418 2.3720 -0.3270 2.4867
2.3439 -2.5845 2.9047 0.5167 -0.9936 0.5060 2.7180
2.4868 -2.9979 2.6358 1.1578 0.4998 -2.3842 -0.3988
-2.0723 -2.8513 -2.2898 0.6419 0.5372 -2.2757 -2.5148
0.3547 2.7821 2.2454 2.6185 0.7628 -2.8930 0.8898
-1.2785 -1.5810 -1.0466 2.8459 1.1433 -0.8527 3.7333
-1.5014 -0.4364 -2.7834 -2.2446 1.5912 -1.5336 3.0798
2.5752 -0.7017 3.0492 1.1641 2.2353 -2.3170 1.2214
3.5733 -2.1968 -2.7473 1.5279 -0.6228 1.1641 -0.5667
-1.0472 -0.2057 -0.0834 2.5858 -2.2734 1.9368 -3.5729
0.0443 1.2386 1.6898 -0.0435 -3.0365 2.6248 3.0273
2.4286 -0.4602 3.7468 2.9701 -0.7783 -0.1824 0.2390
1.3467 -0.5830 3.1858 1.3151 2.6396 2.6913 -1.1450
-1.6795 -1.8612 -1.2415 -2.6036 2.5660 -2.8295 0.6120
0.7647 2.2738 2.6195 2.7015 1.9109 1.1615 2.3905
-1.5518 3.1923 0.9299 -3.5790 0.3158 1.7543 -0.3356
Universitas Sumatera Utara
-3.2339 -1.5912 1.2478 -2.9359 1.6394 -0.9799 1.6597
1.8994 3.4563 0.8578 0.9844 1.3109 1.1818 3.0398
0.7856 2.1647 -2.5481 -1.6505 1.7459 -2.7010 -2.1835
0.1379 2.7830 1.5350 1.5815 -3.2225 0.8580 -2.4098
1.6650 1.1996 3.9196 0.4031 -2.7902 -1.4346 -0.1104
-0.3827 2.2029 2.7804 1.8724 1.3951 -2.6043 1.9853
-2.7208 -3.7937 -0.6954 -1.9080 -1.2486 1.3901 -0.4972
3.7566 0.7628 -1.4275 -2.0115 1.0835 0.3943 -2.6750
-2.4074 2.4502 -1.9100 2.1879 1.6574 -1.6473 1.9231
0.5440 -1.8086 1.8420 -2.5948 -1.7844 -0.7700 -3.4713
3.3118 -2.6109 -1.2187 -1.8143 2.4490 -0.0174 -0.9347
-2.1299 -1.6113 -2.9744 0.4367 2.8166 -0.3901 2.2962
0.0747 -2.2083 2.8804 2.1239 -0.5396 1.7173 2.9489
-0.9507 0.6042 1.9228 -2.2625 -1.8342 -3.6613 1.6439
3.2629 -1.4976 0.1103 0.2040 -2.5264 3.1949 -0.0128
-0.0551 1.4547 2.1427 -1.9507 2.1609 2.5723 -2.7909
1.7162 -0.6029 3.3361 0.5708 2.5757 -1.9954 -2.0386
-1.1354 2.8381 4.0351 -1.1231 1.5364 0.0644 -0.2940
-1.9702 -3.2975 -1.2537 -0.1270 -3.6263 -0.1243 0.1643
3.0388 2.2236 -1.7969 -0.3829 -1.1424 -3.1795 0.6902
1.4842 2.1235 -2.3691 2.8494 -2.9383 -0.6183 -0.1790
2.5236 -1.8462 -0.4928 3.4197 -2.5333 -0.9174 -0.6481
-0.1333 1.9461 2.8457 2.9153 -0.9170 -2.8218 0.0803
0.4689 1.1399 1.2983 -2.7349 2.7268 2.4239 -2.3409
1.9793 2.4692 -1.7071 2.8021 1.4102 1.3306 -2.2536
1.7216 2.6279 -1.3211 -2.1944 -1.7713 0.2056 -3.1508
-1.7424 3.4539 -2.2449 0.1859 2.2628 1.5429 1.3910
-1.4882 2.0209 -1.0363 -2.9447 -1.9157 -3.1109 0.3598
-0.1230 2.4606 -1.5563 -0.3025 2.6234 2.7549 -2.5611
3.3055 -1.1023 -0.8441 -1.4341 -1.4971 -3.3816 -1.0958
Universitas Sumatera Utara
1.1739 2.4717 -2.4535 0.9183 0.9901 -2.1915 3.0726
1.3604 3.5506 -0.3902 -1.0542 2.3226 0.0089 -2.9038 ];
net.b{1} = [ -0.8723 -5.4756
-8.1100 0.7733
5.6402 1.8554
4.3271 2.8177
0.1386 3.4009
5.8698 -5.7494
4.3674 0.6729
-7.7097 -4.9877
-2.9793 -6.9665
6.9950 -1.0289
-3.3335 -1.3326
3.1617 0.0336
-1.5174 -4.6881
1.9674 3.8644
4.5759 -1.1468
2.9914 -2.9710
-2.1773 -2.1363
-3.2458 2.3922
0.7097 -4.0540
-1.1447 2.1904
-2.4593 -0.3633
-1.4762 5.5785
1.8630 1.2793
5.5674 1.1397
5.5864 3.9829
-2.2075 0.1352
2.1238 -2.7832
4.7246
Universitas Sumatera Utara
0.8290 -1.6607
-2.4341 -0.1510
4.9823 -2.9803
-2.1174 1.3046
-2.9729 0.6125
0.6612 -1.9318
-3.1691 -3.8485
2.5459 -5.7154
-1.3870 0.9874
-5.2008 3.3406
0.5771 -0.2043
-5.1194 3.3057
1.7019 -2.7046
5.5909 2.1016
-0.9248 -1.7217
0.5001 0.5150
-3.6321 0.0411
-4.9997 3.0980
2.4252 1.9940
2.5220 -4.3194
0.8817 -0.7099
4.3487 -4.8917
1.5770 -4.1730
5.5949 0.6299
1.2957 ]; net.LW{2,1} = [ 0.1474 0.1029 0.0506 0.1747 0.1039
-0.1873 0.1683 0.1991 0.1560 -0.0496 0.1165 0.1555 -0.1026 -0.1574 0.1153 0.0856 -0.1051 -0.1738 -0.2104
0.0913 0.0542 -0.1200 -0.1487 -0.1034 0.0798 -0.1426 0.0891 -0.1188 -0.1377 0.0608 -0.0785 0.0771 0.1401
0.2120 0.2037 -0.2064 0.1433 -0.0874 -0.1982 -0.0387 -0.0414 0.1386 -0.0930 0.0880 -0.1477 0.0580 -0.0802
0.0751 0.0519 0.2265 -0.2004 0.2026 0.1666 -0.1906 0.1908 0.0274 -0.2023 0.0848 0.0476 0.1118 0.1872
-0.0745 0.0620 0.1422 -0.1003 0.2212 0.1632 0.2439
Universitas Sumatera Utara
-0.2083 0.1725 -0.0939 0.1826 0.0118 -0.0350 -0.1189 0.0135 0.1953 0.1479 0.1970 0.1504 -0.2033 0.1800
-0.1409 -0.0397 -0.2001 -0.0733 0.1124 0.1950 -0.1132 -0.1231 -0.1700 0.0506 -0.1041 0.2042 0.2474 0.0786
0.0461 -0.1594 0.2232 0.1119 0.0796 -0.0127 -0.2296 -0.1646
0.1473 0.1523 -0.0971 0.0501 -0.1999 0.0351 -0.0169 -0.0884 -0.1478 0.1066 -0.2128 0.0339
-0.0097 -0.1862 0.1587 0.1390 0.3281 0.0756 -0.0226 -0.0297 0.1362 -0.1082 0.1718 0.1365 -0.0910 0.1275
0.0800 -0.0087 -0.0319 -0.1381 -0.1915 -0.2382 -0.0056 -0.0491 -0.1380 0.1312 -0.1998 0.2953 -0.0594 0.0249
0.0601 0.2746 0.1732 -0.1546 -0.0911 0.0486 -0.2782 -0.1857 -0.1738 0.2413 -0.0593 0.1581 -0.0419 -0.0871
-0.0915 -0.1157 -0.0371 -0.0600 -0.0324 0.0636 0.0218 -0.2488 -0.0791 0.1023 0.3539 -0.0049 -0.0772 0.0718
0.0670 -0.1777 -0.1486 -0.4029 -0.2446 -0.1548 -0.0532 -0.0135 -0.0085 0.2494 -0.0501 0.4673 -0.3726 -0.0883
0.1060 -0.2146 0.0099 0.0790 0.1245 -0.1426 -0.0289 0.0583 0.0078 0.2616 -0.0253 0.1491 -0.1912 -0.0581
0.0022 0.1112 0.0600 -0.0265 0.1836 0.0704 0.2581 -0.1316
-0.0799 0.1029 0.0140 0.0990 -0.0951 -0.2408 0.0621 0.0780 0.1891 0.0201 -0.0585 -0.0509
-0.2968 -0.0544 0.2443 0.3123 0.2697 0.0147 -0.0747 -0.1412 0.2310 0.0996 -0.1521 -0.2686 0.0263 0.1131
0.1013 0.1288 -0.0350 -0.1478 -0.1183 -0.0461 -0.0608 0.0330 -0.2089 0.0086 0.1193 -0.0118 -0.1303 -0.1212
-0.2594 0.1088 0.1711 -0.2852 -0.1595 0.0133 0.2597 0.0310 0.0335 -0.1904 0.1593 -0.1618 0.1870 0.0919
0.0481 -0.1243 -0.1285 -0.0901 -0.1704 -0.0177 -0.0906 0.0047 -0.0129 -0.0558 -0.0992 0.1981 -0.2923 -0.0373
-0.0483 0.0807 0.1506 0.0740 0.3019 -0.0418 0.0251 -0.0299 -0.0414 0.1145 0.3234 0.0291 -0.0090 -0.1277
-0.0571 0.1628 -0.1336 0.2104 0.0370 -0.0904 0.0905 -0.0866 0.2757 0.1223 -0.1163 -0.1531 0.1771 -0.2996
-0.1156 0.0702 -0.1835 -0.1123 0.1488 -0.0328 -0.0623 -0.1749
0.0597 0.2969 -0.1597 -0.0197 0.0196 0.0016 0.0308 0.2720 0.0685 -0.0050 0.3221 -0.3471
0.0392 0.2563 0.1763 0.1420 -0.1188 -0.0082 -0.4117 0.1631 0.1642 0.1268 -0.1091 0.0444 -0.0859 0.1130
-0.0485 -0.0927 -0.1752 -0.2370 -0.1132 0.0889 -0.0937 0.0302 -0.2923 -0.0237 -0.0251 0.2337 0.0936 -0.1382
0.1695 0.2320 -0.2219 0.1212 -0.0530 0.0170 -0.0033 -0.0952 -0.0790 0.2745 0.1364 0.1497 -0.0549 0.0229
-0.0776 -0.2276 0.1690 0.0247 0.0427 -0.2111 0.3746 -0.0064 -0.0252 0.1293 0.1160 -0.1862 -0.0069 0.2489
-0.0377 -0.1163 -0.4803 0.0898 0.0663 -0.1813 0.0659 -0.1069 0.3724 -0.3469 0.0219 0.2863 0.1036 0.0726
0.1933 0.0250 -0.0408 -0.1135 0.1225 0.0702 0.2031 -0.2542 0.0614 0.2118 0.1542 -0.0163 -0.0183 -0.1660
-0.3151 -0.0163 -0.0983 -0.0219 0.0548 0.2584 -0.0378 0.1578
-0.1316 -0.2149 0.2227 -0.0048 0.1668 -0.2594 -0.2490 -0.0377 0.1153 -0.1392 -0.2199 0.1628
0.0004 -0.0558 0.0924 -0.0417 -0.0009 0.0323 0.1133 -0.1543 -0.1276 -0.1304 0.0330 -0.1468 0.2304 -0.0542
0.1014 0.1315 0.0300 -0.2530 0.0088 0.1407 0.0045 -0.0654 0.0055 -0.1247 -0.0727 0.0434 0.1057 0.0674
Universitas Sumatera Utara
-0.0510 0.0268 -0.2459 -0.1759 -0.1762 -0.0177 0.1982 -0.0018 -0.0491 -0.0529 -0.2203 0.1275 0.1848 0.0562
0.2135 0.1222 -0.1876 -0.0524 -0.1289 -0.0030 0.1529 0.1815 0.0104 0.0510 0.0019 -0.0225 0.0847 -0.1337
0.1102 -0.2269 0.0161 0.2029 -0.0687 -0.1398 -0.0105 0.1470 0.2370 -0.1834 0.2514 -0.1777 -0.1032 0.1701
-0.2238 0.1929 -0.1030 0.1822 0.1619 -0.1508 0.0866 0.1617 -0.0501 0.1434 0.0231 0.0943 0.0928 -0.2055
0.1350 -0.0192 -0.1634 -0.1365 0.1867 -0.1548 -0.1843 0.0054 ];
net.b{2} = [ -1.4232 -0.5882
-0.1564 0.8681
-1.4395 ]; net.LW{3,2} = [ 0.2448 0.4426 -0.9057 0.6060 0.3804 ];
net.b{3} = [ -0.3093 ]; y = simnet,input;
k = y1,1; if
k -0.5 k = -1;
hasil1 = Akar sakit
; kendali1 =
; elseif
k= -0.5 k= 0.5 k = 0;
hasil1 = Akar sehat
; kendali1 =
; else
k = 1; hasil1 =
Akar terserang penyakit Akar putih ;
kendali1 = Tanah pada leher akar tanaman harus dibuka dengan
membuat lubang berjarak 30 cm di sekeliling akar. Kedalaman lubang tergantung pada batas serangan jamur. Kemudian benang-benang jamur
yang menempel pada akar dikerok. Akar yang sudah rusak berat atau busuk dipotong dan dimusnahkan. Bagian luka akibat kerokan atau
potongan ditutup dengan ter. Selanjutnya keseluruhan akar yang terluka diolesi Izal 5. Setelah itu, diolesi pelumas obat pelindung
akar. Setelah luka mengering, akar ditutup kembali dengan tanah.
; end
sethandles.texthasil1, String
,hasil1; sethandles.textkendali1,
String ,kendali1;
5. Source Code untuk Form DaftarPenyakit
