without + with experiment 20230821

SQL_migrate_db.sql

@@ -1,7 +1,13 @@
-CREATE DATABASE iiabmdb_dissertation;
+CREATE DATABASE iiabmdb20230818;
-RENAME TABLE iiabmdb.not_test_experiment TO iiabmdb_dissertation.not_test_experiment,
+RENAME TABLE iiabmdb.not_test_experiment TO iiabmdb20230818.not_test_experiment,
-iiabmdb.not_test_result TO iiabmdb_dissertation.not_test_result,
+iiabmdb.not_test_result TO iiabmdb20230818.not_test_result,
-iiabmdb.not_test_sample TO iiabmdb_dissertation.not_test_sample,
+iiabmdb.not_test_sample TO iiabmdb20230818.not_test_sample,
-iiabmdb.test_experiment TO iiabmdb_dissertation.test_experiment,
+iiabmdb.test_experiment TO iiabmdb20230818.test_experiment,
-iiabmdb.test_result TO iiabmdb_dissertation.test_result,
+iiabmdb.test_result TO iiabmdb20230818.test_result,
-iiabmdb.test_sample TO iiabmdb_dissertation.test_sample;
+iiabmdb.test_sample TO iiabmdb20230818.test_sample;
+RENAME TABLE iiabmdb.with_exp_experiment TO iiabmdb20230818.with_exp_experiment,
+iiabmdb.with_exp_result TO iiabmdb20230818.with_exp_result,
+iiabmdb.with_exp_sample TO iiabmdb20230818.with_exp_sample,
+iiabmdb.without_exp_experiment TO iiabmdb20230818.without_exp_experiment,
+iiabmdb.without_exp_result TO iiabmdb20230818.without_exp_result,
+iiabmdb.without_exp_sample TO iiabmdb20230818.without_exp_sample;

analysis/20230818experiment_result.csv

@@ -0,0 +1,37 @@
+idx_scenario,n_max_trial,prf_size,prf_conn,cap_limit_prob_type,cap_limit_level,diff_new_conn,remove_t,netw_prf_n,mean_count_firm_prod,mean_count_firm,mean_count_prod,mean_max_ts_firm_prod,mean_max_ts_firm,mean_max_ts_prod,mean_n_remove_firm_prod,mean_n_all_prod_remove_firm,mean_end_ts
+0,7,1,1,uniform,5.0000,0.3000,3,3,2.7598,2.7598,2.1107,1.1107,1.1107,1.1107,0.6027,0.2120,1.5501
+1,5,1,1,uniform,10.0000,0.5000,5,2,2.6596,2.6566,2.1535,1.1535,1.1535,1.1535,0.8261,0.2897,2.2541
+2,3,1,1,uniform,15.0000,0.7000,7,1,2.5573,2.5528,2.1501,1.1501,1.1501,1.1501,0.9518,0.3141,3.1143
+3,7,1,1,uniform,5.0000,0.3000,3,2,2.5783,2.5783,2.0834,1.0834,1.0834,1.0834,0.6046,0.2135,1.5524
+4,5,1,1,uniform,10.0000,0.5000,5,1,2.5453,2.5423,2.1400,1.1400,1.1400,1.1400,0.8240,0.2836,2.3499
+5,3,1,1,uniform,15.0000,0.7000,7,3,2.9137,2.9097,2.2402,1.2402,1.2402,1.2402,1.0712,0.3611,3.2996
+6,7,1,1,normal,5.0000,0.5000,7,3,2.7848,2.7848,2.1185,1.1185,1.1185,1.1185,0.6004,0.2107,2.1802
+7,5,1,1,normal,10.0000,0.7000,3,2,2.6091,2.6088,2.1046,1.1046,1.1046,1.1046,0.6552,0.2284,1.5981
+8,3,1,1,normal,15.0000,0.3000,5,1,2.5823,2.5783,2.1762,1.1762,1.1762,1.1762,0.8678,0.3120,2.5343
+9,7,1,0,uniform,5.0000,0.7000,5,3,2.7691,2.7691,2.1124,1.1124,1.1124,1.1124,0.6025,0.2118,1.8684
+10,5,1,0,uniform,10.0000,0.3000,7,2,2.6766,2.6731,2.1655,1.1655,1.1655,1.1655,0.8362,0.2966,2.8036
+11,3,1,0,uniform,15.0000,0.5000,3,1,2.5941,2.5893,2.1825,1.1825,1.1825,1.1825,1.0888,0.3741,2.0465
+12,7,1,0,normal,10.0000,0.7000,3,1,2.4720,2.4718,2.0773,1.0773,1.0773,1.0773,0.6884,0.2366,1.6459
+13,5,1,0,normal,15.0000,0.3000,5,3,2.8442,2.8432,2.1760,1.1760,1.1760,1.1760,0.8109,0.2829,2.2358
+14,3,1,0,normal,5.0000,0.5000,7,2,2.6057,2.6057,2.0962,1.0962,1.0962,1.0962,0.6008,0.2107,2.1912
+15,7,1,0,normal,10.0000,0.7000,5,3,2.7996,2.7996,2.1341,1.1341,1.1341,1.1341,0.6543,0.2293,1.9642
+16,5,1,0,normal,15.0000,0.3000,7,2,2.6585,2.6575,2.1436,1.1436,1.1436,1.1436,0.7589,0.2680,2.6227
+17,3,1,0,normal,5.0000,0.5000,3,1,2.4956,2.4947,2.0983,1.0983,1.0983,1.0983,0.7387,0.2604,1.7211
+18,7,0,1,normal,10.0000,0.3000,7,1,2.5093,2.5072,2.1162,1.1162,1.1162,1.1162,0.6743,0.2309,2.6040
+19,5,0,1,normal,15.0000,0.5000,3,3,2.8149,2.8137,2.1324,1.1324,1.1324,1.1324,0.7996,0.2737,1.7251
+20,3,0,1,normal,5.0000,0.7000,5,2,2.6480,2.6480,2.0899,1.0899,1.0899,1.0899,0.6000,0.2105,1.8632
+21,7,0,1,normal,10.0000,0.5000,7,1,2.4686,2.4684,2.0800,1.0800,1.0800,1.0800,0.6415,0.2192,2.3998
+22,5,0,1,normal,15.0000,0.7000,3,3,2.8133,2.8120,2.1316,1.1316,1.1316,1.1316,0.7968,0.2722,1.7206
+23,3,0,1,normal,5.0000,0.3000,5,2,2.6480,2.6480,2.0899,1.0899,1.0899,1.0899,0.6000,0.2105,1.8632
+24,7,0,1,uniform,15.0000,0.5000,3,2,2.6798,2.6745,2.1838,1.1838,1.1838,1.1838,1.0057,0.3528,1.9152
+25,5,0,1,uniform,5.0000,0.7000,5,1,2.4497,2.4491,2.0638,1.0638,1.0638,1.0638,0.6088,0.2131,1.9509
+26,3,0,1,uniform,10.0000,0.3000,7,3,2.9055,2.9040,2.2318,1.2318,1.2318,1.2318,0.9118,0.3242,2.9552
+27,7,0,0,normal,15.0000,0.5000,5,2,2.7160,2.7156,2.1539,1.1539,1.1539,1.1539,0.7907,0.2747,2.2006
+28,5,0,0,normal,5.0000,0.7000,7,1,2.4379,2.4377,2.0512,1.0512,1.0512,1.0512,0.6013,0.2109,2.2356
+29,3,0,0,normal,10.0000,0.3000,3,3,2.7853,2.7851,2.1053,1.1053,1.1053,1.1053,0.6840,0.2392,1.6286
+30,7,0,0,uniform,15.0000,0.7000,7,2,2.6798,2.6756,2.1821,1.1821,1.1821,1.1821,0.9777,0.3358,3.0720
+31,5,0,0,uniform,5.0000,0.3000,3,1,2.5038,2.5011,2.1131,1.1131,1.1131,1.1131,0.7916,0.2853,1.7922
+32,3,0,0,uniform,10.0000,0.5000,5,3,2.9141,2.9126,2.2385,1.2385,1.2385,1.2385,0.9076,0.3204,2.4032
+33,7,0,0,uniform,15.0000,0.3000,5,1,2.6078,2.6002,2.2034,1.2034,1.2034,1.2034,1.0257,0.3629,2.7425
+34,5,0,0,uniform,5.0000,0.5000,7,3,2.8112,2.8112,2.1438,1.1438,1.1438,1.1438,0.6072,0.2149,2.2006
+35,3,0,0,uniform,10.0000,0.7000,3,2,2.6438,2.6417,2.1543,1.1543,1.1543,1.1543,0.8821,0.3116,1.8120

analysis/experiment_result.csv

@@ -1,37 +1,37 @@
 idx_scenario,n_max_trial,prf_size,prf_conn,cap_limit_prob_type,cap_limit_level,diff_new_conn,remove_t,netw_prf_n,mean_count_firm_prod,mean_count_firm,mean_count_prod,mean_max_ts_firm_prod,mean_max_ts_firm,mean_max_ts_prod,mean_n_remove_firm_prod,mean_n_all_prod_remove_firm,mean_end_ts
-0,7,1,1,uniform,5.0000,0.3000,3,3,2.7598,2.7598,2.1107,1.1107,1.1107,1.1107,0.6027,0.2120,1.5501
+0,7,1,1,uniform,5.0000,0.3000,3,3,2.6375,2.6375,2.0861,1.0861,1.0861,1.0861,0.6034,0.2116,1.5507
-1,5,1,1,uniform,10.0000,0.5000,5,2,2.6596,2.6566,2.1535,1.1535,1.1535,1.1535,0.8261,0.2897,2.2541
+1,5,1,1,uniform,10.0000,0.5000,5,2,2.7680,2.7657,2.2021,1.2021,1.2021,1.2021,0.8602,0.3032,2.2992
-2,3,1,1,uniform,15.0000,0.7000,7,1,2.5573,2.5528,2.1501,1.1501,1.1501,1.1501,0.9518,0.3141,3.1143
+2,3,1,1,uniform,15.0000,0.7000,7,1,2.5724,2.5693,2.1728,1.1728,1.1728,1.1728,0.9326,0.3135,3.0844
-3,7,1,1,uniform,5.0000,0.3000,3,2,2.5783,2.5783,2.0834,1.0834,1.0834,1.0834,0.6046,0.2135,1.5524
+3,7,1,1,uniform,5.0000,0.3000,3,2,2.6731,2.6731,2.1181,1.1181,1.1181,1.1181,0.6080,0.2147,1.5562
-4,5,1,1,uniform,10.0000,0.5000,5,1,2.5453,2.5423,2.1400,1.1400,1.1400,1.1400,0.8240,0.2836,2.3499
+4,5,1,1,uniform,10.0000,0.5000,5,1,2.5528,2.5499,2.1568,1.1568,1.1568,1.1568,0.8128,0.2853,2.3352
-5,3,1,1,uniform,15.0000,0.7000,7,3,2.9137,2.9097,2.2402,1.2402,1.2402,1.2402,1.0712,0.3611,3.2996
+5,3,1,1,uniform,15.0000,0.7000,7,3,2.7758,2.7731,2.2036,1.2036,1.2036,1.2036,1.0053,0.3469,3.1764
-6,7,1,1,normal,5.0000,0.5000,7,3,2.7848,2.7848,2.1185,1.1185,1.1185,1.1185,0.6004,0.2107,2.1802
+6,7,1,1,normal,5.0000,0.5000,7,3,2.8051,2.8051,2.1349,1.1349,1.1349,1.1349,0.6017,0.2112,2.1840
-7,5,1,1,normal,10.0000,0.7000,3,2,2.6091,2.6088,2.1046,1.1046,1.1046,1.1046,0.6552,0.2284,1.5981
+7,5,1,1,normal,10.0000,0.7000,3,2,2.4440,2.4432,2.0097,1.0097,1.0097,1.0097,0.6482,0.2261,1.5912
-8,3,1,1,normal,15.0000,0.3000,5,1,2.5823,2.5783,2.1762,1.1762,1.1762,1.1762,0.8678,0.3120,2.5343
+8,3,1,1,normal,15.0000,0.3000,5,1,2.5905,2.5857,2.1907,1.1907,1.1907,1.1907,0.8535,0.3027,2.5069
-9,7,1,0,uniform,5.0000,0.7000,5,3,2.7691,2.7691,2.1124,1.1124,1.1124,1.1124,0.6025,0.2118,1.8684
+9,7,1,0,uniform,5.0000,0.7000,5,3,2.6484,2.6484,2.0897,1.0897,1.0897,1.0897,0.6034,0.2116,1.8699
-10,5,1,0,uniform,10.0000,0.3000,7,2,2.6766,2.6731,2.1655,1.1655,1.1655,1.1655,0.8362,0.2966,2.8036
+10,5,1,0,uniform,10.0000,0.3000,7,2,2.7800,2.7777,2.2126,1.2126,1.2126,1.2126,0.8669,0.3067,2.8625
-11,3,1,0,uniform,15.0000,0.5000,3,1,2.5941,2.5893,2.1825,1.1825,1.1825,1.1825,1.0888,0.3741,2.0465
+11,3,1,0,uniform,15.0000,0.5000,3,1,2.6061,2.6008,2.2017,1.2017,1.2017,1.2017,1.0899,0.3779,2.0444
-12,7,1,0,normal,10.0000,0.7000,3,1,2.4720,2.4718,2.0773,1.0773,1.0773,1.0773,0.6884,0.2366,1.6459
+12,7,1,0,normal,10.0000,0.7000,3,1,2.4703,2.4701,2.0848,1.0848,1.0848,1.0848,0.6754,0.2326,1.6291
-13,5,1,0,normal,15.0000,0.3000,5,3,2.8442,2.8432,2.1760,1.1760,1.1760,1.1760,0.8109,0.2829,2.2358
+13,5,1,0,normal,15.0000,0.3000,5,3,2.8619,2.8602,2.1882,1.1882,1.1882,1.1882,0.8069,0.2745,2.2118
-14,3,1,0,normal,5.0000,0.5000,7,2,2.6057,2.6057,2.0962,1.0962,1.0962,1.0962,0.6008,0.2107,2.1912
+14,3,1,0,normal,5.0000,0.5000,7,2,2.4358,2.4358,2.0008,1.0008,1.0008,1.0008,0.6013,0.2105,2.1909
-15,7,1,0,normal,10.0000,0.7000,5,3,2.7996,2.7996,2.1341,1.1341,1.1341,1.1341,0.6543,0.2293,1.9642
+15,7,1,0,normal,10.0000,0.7000,5,3,2.8232,2.8225,2.1522,1.1522,1.1522,1.1522,0.6636,0.2312,1.9735
-16,5,1,0,normal,15.0000,0.3000,7,2,2.6585,2.6575,2.1436,1.1436,1.1436,1.1436,0.7589,0.2680,2.6227
+16,5,1,0,normal,15.0000,0.3000,7,2,2.4954,2.4939,2.0549,1.0549,1.0549,1.0549,0.7598,0.2646,2.6013
-17,3,1,0,normal,5.0000,0.5000,3,1,2.4956,2.4947,2.0983,1.0983,1.0983,1.0983,0.7387,0.2604,1.7211
+17,3,1,0,normal,5.0000,0.5000,3,1,2.4886,2.4880,2.1011,1.1011,1.1011,1.1011,0.7004,0.2467,1.6741
-18,7,0,1,normal,10.0000,0.3000,7,1,2.5093,2.5072,2.1162,1.1162,1.1162,1.1162,0.6743,0.2309,2.6040
+18,7,0,1,normal,10.0000,0.3000,7,1,2.5133,2.5112,2.1253,1.1253,1.1253,1.1253,0.6949,0.2459,2.6966
-19,5,0,1,normal,15.0000,0.5000,3,3,2.8149,2.8137,2.1324,1.1324,1.1324,1.1324,0.7996,0.2737,1.7251
+19,5,0,1,normal,15.0000,0.5000,3,3,2.8387,2.8366,2.1686,1.1686,1.1686,1.1686,0.8318,0.2914,1.7528
-20,3,0,1,normal,5.0000,0.7000,5,2,2.6480,2.6480,2.0899,1.0899,1.0899,1.0899,0.6000,0.2105,1.8632
+20,3,0,1,normal,5.0000,0.7000,5,2,2.4606,2.4606,1.9937,0.9937,0.9937,0.9937,0.6004,0.2105,1.8640
-21,7,0,1,normal,10.0000,0.5000,7,1,2.4686,2.4684,2.0800,1.0800,1.0800,1.0800,0.6415,0.2192,2.3998
+21,7,0,1,normal,10.0000,0.5000,7,1,2.4653,2.4642,2.0829,1.0829,1.0829,1.0829,0.6514,0.2267,2.4522
-22,5,0,1,normal,15.0000,0.7000,3,3,2.8133,2.8120,2.1316,1.1316,1.1316,1.1316,0.7968,0.2722,1.7206
+22,5,0,1,normal,15.0000,0.7000,3,3,2.8364,2.8343,2.1667,1.1667,1.1667,1.1667,0.8267,0.2888,1.7461
-23,3,0,1,normal,5.0000,0.3000,5,2,2.6480,2.6480,2.0899,1.0899,1.0899,1.0899,0.6000,0.2105,1.8632
+23,3,0,1,normal,5.0000,0.3000,5,2,2.4608,2.4608,1.9939,0.9939,0.9939,0.9939,0.6006,0.2107,1.8651
-24,7,0,1,uniform,15.0000,0.5000,3,2,2.6798,2.6745,2.1838,1.1838,1.1838,1.1838,1.0057,0.3528,1.9152
+24,7,0,1,uniform,15.0000,0.5000,3,2,2.5840,2.5794,2.1474,1.1474,1.1474,1.1474,0.9568,0.3301,1.8722
-25,5,0,1,uniform,5.0000,0.7000,5,1,2.4497,2.4491,2.0638,1.0638,1.0638,1.0638,0.6088,0.2131,1.9509
+25,5,0,1,uniform,5.0000,0.7000,5,1,2.4339,2.4339,2.0541,1.0541,1.0541,1.0541,0.6048,0.2118,1.9189
-26,3,0,1,uniform,10.0000,0.3000,7,3,2.9055,2.9040,2.2318,1.2318,1.2318,1.2318,0.9118,0.3242,2.9552
+26,3,0,1,uniform,10.0000,0.3000,7,3,2.7619,2.7602,2.1701,1.1701,1.1701,1.1701,0.8429,0.2994,2.8086
-27,7,0,0,normal,15.0000,0.5000,5,2,2.7160,2.7156,2.1539,1.1539,1.1539,1.1539,0.7907,0.2747,2.2006
+27,7,0,0,normal,15.0000,0.5000,5,2,2.5179,2.5160,2.0465,1.0465,1.0465,1.0465,0.7621,0.2688,2.1512
-28,5,0,0,normal,5.0000,0.7000,7,1,2.4379,2.4377,2.0512,1.0512,1.0512,1.0512,0.6013,0.2109,2.2356
+28,5,0,0,normal,5.0000,0.7000,7,1,2.4286,2.4284,2.0486,1.0486,1.0486,1.0486,0.6006,0.2105,2.2440
-29,3,0,0,normal,10.0000,0.3000,3,3,2.7853,2.7851,2.1053,1.1053,1.1053,1.1053,0.6840,0.2392,1.6286
+29,3,0,0,normal,10.0000,0.3000,3,3,2.7964,2.7962,2.1312,1.1312,1.1312,1.1312,0.6960,0.2406,1.6377
-30,7,0,0,uniform,15.0000,0.7000,7,2,2.6798,2.6756,2.1821,1.1821,1.1821,1.1821,0.9777,0.3358,3.0720
+30,7,0,0,uniform,15.0000,0.7000,7,2,2.5851,2.5806,2.1476,1.1476,1.1476,1.1476,0.9295,0.3154,2.9756
-31,5,0,0,uniform,5.0000,0.3000,3,1,2.5038,2.5011,2.1131,1.1131,1.1131,1.1131,0.7916,0.2853,1.7922
+31,5,0,0,uniform,5.0000,0.3000,3,1,2.4966,2.4952,2.1103,1.1103,1.1103,1.1103,0.8017,0.2952,1.7958
-32,3,0,0,uniform,10.0000,0.5000,5,3,2.9141,2.9126,2.2385,1.2385,1.2385,1.2385,0.9076,0.3204,2.4032
+32,3,0,0,uniform,10.0000,0.5000,5,3,2.7703,2.7686,2.1771,1.1771,1.1771,1.1771,0.8387,0.2956,2.3099
-33,7,0,0,uniform,15.0000,0.3000,5,1,2.6078,2.6002,2.2034,1.2034,1.2034,1.2034,1.0257,0.3629,2.7425
+33,7,0,0,uniform,15.0000,0.3000,5,1,2.6002,2.5941,2.2002,1.2002,1.2002,1.2002,1.0322,0.3707,2.7615
-34,5,0,0,uniform,5.0000,0.5000,7,3,2.8112,2.8112,2.1438,1.1438,1.1438,1.1438,0.6072,0.2149,2.2006
+34,5,0,0,uniform,5.0000,0.5000,7,3,2.6827,2.6827,2.0994,1.0994,1.0994,1.0994,0.6025,0.2122,2.1867
-35,3,0,0,uniform,10.0000,0.7000,3,2,2.6438,2.6417,2.1543,1.1543,1.1543,1.1543,0.8821,0.3116,1.8120
+35,3,0,0,uniform,10.0000,0.7000,3,2,2.5514,2.5495,2.1181,1.1181,1.1181,1.1181,0.8352,0.2867,1.7676

analysis_prod_network.py

@@ -120,6 +120,8 @@ for _, row in count_dcp_prod.iterrows():
 # dcp_networkx
 pos = nx.nx_agraph.graphviz_layout(g_bom, prog="dot", args="")
 node_labels = nx.get_node_attributes(g_bom, 'Name')
+# rename node 1
+node_labels['1'] = '解决方案'
 temp = {}
 for key, value in node_labels.items():
     temp[key] = key + " " + value

conf_experiment.yaml

@@ -1,7 +1,7 @@
 # read by ControllerDB
 
 # run settings
-meta_seed: 0
+meta_seed: 1
 
 test:  # only for test scenarios
   n_sample: 1