format version = 1.0
 
 
 begin solution of problem ss_15genes2                   
 
 date = 14-Nov-08 15:20:56
 url = http://www.cs.chalmers.se/~dag/identification
 
 // Settings for the Gennemark & Wedelin (2007) algorithm
 randomStarts_ =  8  1
 smoothingParameter =   0.2
 randomSeed =  1
 
 
 // ALPHA
 alpha_1 =   0.837033255
 alpha_2 =   1.07650104
 alpha_3 =   0.796647543
 alpha_4 =   1.96070992
 alpha_5 =   1.0600128
 alpha_6 =   1.79829737
 alpha_7 =   1.01540982
 alpha_8 =   0.958972321
 alpha_9 =   0.93182581
 alpha_10 =   0.879875003
 alpha_11 =   0.98994665
 alpha_12 =   0.99162233
 alpha_13 =   1.09413421
 alpha_14 =   0.830370513
 alpha_15 =   1.09812368
 
 // BETA
 beta_1 =   0.831351213
 beta_2 =   1.09872862
 beta_3 =   0.794206651
 beta_4 =   2.03206335
 beta_5 =   1.06522757
 beta_6 =   1.77394959
 beta_7 =   1.02604301
 beta_8 =   0.977886954
 beta_9 =   0.978306864
 beta_10 =   0.899228097
 beta_11 =   1.0193416
 beta_12 =   1.00266232
 beta_13 =   1.10934866
 beta_14 =   0.803111916
 beta_15 =   1.11999866
 
 // G
 g has defaultValue = 0
 g_4_4 =  -0.51076542
 g_5_1 =   0.936102874
 g_6_1 =   0.531255745
 g_6_9 =   0.0886172979
 g_7_2 =   0.526703391
 g_7_3 =   0.447322062
 g_8_4 =   0.18707943
 g_9_5 =   1.16871498
 g_10_7 =   0.333732603
 g_11_4 =   0.43144975
 g_11_7 =  -0.166491388
 g_12_13 =   0.501565199
 g_13_8 =   0.575985829
 g_14_9 =   1.10515206
 g_14_15 =  -0.210900773
 g_15_10 =   0.217792462
 
 // H
 h has defaultValue = 0
 h_1_1 =   1.22127413
 h_2_2 =   0.862122413
 h_3_3 =   1.32812617
 h_5_5 =   0.86034426
 h_6_6 =   0.627486467
 h_6_14 =   0.153555778
 h_7_7 =   1.05374865
 h_8_8 =   0.975928063
 h_9_9 =   1.18818997
 h_10_10 =   1.13135978
 h_11_11 =   0.988308855
 h_12_12 =   0.983743201
 h_13_13 =   0.938555404
 h_14_14 =   1.13402293
 h_15_15 =   0.85199273
 
 
 // INITIAL VALUES
 
variable_1 of experiment_1
has initialValue =     0.1880E+01
 
variable_2 of experiment_1
has initialValue =     0.1057E+00
 
variable_3 of experiment_1
has initialValue =     0.1690E+01
 
variable_4 of experiment_1
has initialValue =     0.1033E+01
 
variable_5 of experiment_1
has initialValue =     0.1570E+01
 
variable_6 of experiment_1
has initialValue =     0.1022E+01
 
variable_7 of experiment_1
has initialValue =     0.8134E+00
 
variable_8 of experiment_1
has initialValue =     0.1487E+01
 
variable_9 of experiment_1
has initialValue =     0.1253E+01
 
variable_10 of experiment_1
has initialValue =     0.2602E+00
 
variable_11 of experiment_1
has initialValue =     0.8861E+00
 
variable_12 of experiment_1
has initialValue =     0.2685E+00
 
variable_13 of experiment_1
has initialValue =     0.5884E+00
 
variable_14 of experiment_1
has initialValue =     0.3780E+00
 
variable_15 of experiment_1
has initialValue =     0.1489E+01
 
variable_1 of experiment_2
has initialValue =     0.4536E+00
 
variable_2 of experiment_2
has initialValue =     0.6637E+00
 
variable_3 of experiment_2
has initialValue =     0.3886E-01
 
variable_4 of experiment_2
has initialValue =     0.1810E+01
 
variable_5 of experiment_2
has initialValue =     0.1885E+01
 
variable_6 of experiment_2
has initialValue =     0.9006E+00
 
variable_7 of experiment_2
has initialValue =     0.6367E+00
 
variable_8 of experiment_2
has initialValue =     0.4326E+00
 
variable_9 of experiment_2
has initialValue =     0.3132E-01
 
variable_10 of experiment_2
has initialValue =     0.8821E+00
 
variable_11 of experiment_2
has initialValue =     0.7002E+00
 
variable_12 of experiment_2
has initialValue =     0.1570E+01
 
variable_13 of experiment_2
has initialValue =     0.9932E-01
 
variable_14 of experiment_2
has initialValue =     0.1667E+01
 
variable_15 of experiment_2
has initialValue =     0.1017E+01
 
variable_1 of experiment_3
has initialValue =     0.1266E+01
 
variable_2 of experiment_3
has initialValue =     0.1638E+01
 
variable_3 of experiment_3
has initialValue =     0.1345E+01
 
variable_4 of experiment_3
has initialValue =     0.1548E+01
 
variable_5 of experiment_3
has initialValue =     0.9786E+00
 
variable_6 of experiment_3
has initialValue =     0.1055E+01
 
variable_7 of experiment_3
has initialValue =     0.1704E+01
 
variable_8 of experiment_3
has initialValue =     0.1758E+01
 
variable_9 of experiment_3
has initialValue =     0.2954E-01
 
variable_10 of experiment_3
has initialValue =     0.1398E+01
 
variable_11 of experiment_3
has initialValue =     0.6716E+00
 
variable_12 of experiment_3
has initialValue =     0.8289E+00
 
variable_13 of experiment_3
has initialValue =     0.1304E+01
 
variable_14 of experiment_3
has initialValue =     0.1098E+01
 
variable_15 of experiment_3
has initialValue =     0.1579E+01
 
variable_1 of experiment_4
has initialValue =     0.9431E+00
 
variable_2 of experiment_4
has initialValue =     0.1931E-01
 
variable_3 of experiment_4
has initialValue =     0.7165E+00
 
variable_4 of experiment_4
has initialValue =     0.1327E+01
 
variable_5 of experiment_4
has initialValue =     0.1648E+01
 
variable_6 of experiment_4
has initialValue =     0.6712E+00
 
variable_7 of experiment_4
has initialValue =     0.3206E-01
 
variable_8 of experiment_4
has initialValue =     0.1254E+01
 
variable_9 of experiment_4
has initialValue =     0.3813E+00
 
variable_10 of experiment_4
has initialValue =     0.1815E+01
 
variable_11 of experiment_4
has initialValue =     0.7800E+00
 
variable_12 of experiment_4
has initialValue =     0.1761E+01
 
variable_13 of experiment_4
has initialValue =     0.1351E+01
 
variable_14 of experiment_4
has initialValue =     0.1232E+01
 
variable_15 of experiment_4
has initialValue =     0.9577E+00
 
variable_1 of experiment_5
has initialValue =     0.1758E+01
 
variable_2 of experiment_5
has initialValue =     0.2946E+00
 
variable_3 of experiment_5
has initialValue =     0.1651E+01
 
variable_4 of experiment_5
has initialValue =     0.1663E+01
 
variable_5 of experiment_5
has initialValue =     0.3572E+00
 
variable_6 of experiment_5
has initialValue =     0.8384E+00
 
variable_7 of experiment_5
has initialValue =     0.1497E+01
 
variable_8 of experiment_5
has initialValue =     0.2720E+00
 
variable_9 of experiment_5
has initialValue =     0.1177E+01
 
variable_10 of experiment_5
has initialValue =     0.5350E+00
 
variable_11 of experiment_5
has initialValue =     0.8748E+00
 
variable_12 of experiment_5
has initialValue =     0.1548E+01
 
variable_13 of experiment_5
has initialValue =     0.1999E+01
 
variable_14 of experiment_5
has initialValue =     0.4760E+00
 
variable_15 of experiment_5
has initialValue =     0.3958E+00
 
variable_1 of experiment_6
has initialValue =     0.1514E+01
 
variable_2 of experiment_6
has initialValue =     0.4255E+00
 
variable_3 of experiment_6
has initialValue =     0.1106E+01
 
variable_4 of experiment_6
has initialValue =     0.1423E+01
 
variable_5 of experiment_6
has initialValue =     0.1837E+01
 
variable_6 of experiment_6
has initialValue =     0.4137E+00
 
variable_7 of experiment_6
has initialValue =     0.1821E+01
 
variable_8 of experiment_6
has initialValue =     0.4594E+00
 
variable_9 of experiment_6
has initialValue =     0.1112E+00
 
variable_10 of experiment_6
has initialValue =     0.5115E+00
 
variable_11 of experiment_6
has initialValue =     0.1130E+01
 
variable_12 of experiment_6
has initialValue =     0.1385E+01
 
variable_13 of experiment_6
has initialValue =     0.1035E+01
 
variable_14 of experiment_6
has initialValue =     0.1073E+01
 
variable_15 of experiment_6
has initialValue =     0.1443E+01
 
variable_1 of experiment_7
has initialValue =     0.8720E+00
 
variable_2 of experiment_7
has initialValue =     0.4356E+00
 
variable_3 of experiment_7
has initialValue =     0.1396E+01
 
variable_4 of experiment_7
has initialValue =     0.6245E+00
 
variable_5 of experiment_7
has initialValue =     0.5648E+00
 
variable_6 of experiment_7
has initialValue =     0.1167E+01
 
variable_7 of experiment_7
has initialValue =     0.1936E+01
 
variable_8 of experiment_7
has initialValue =     0.1315E+01
 
variable_9 of experiment_7
has initialValue =     0.6936E+00
 
variable_10 of experiment_7
has initialValue =     0.1629E+01
 
variable_11 of experiment_7
has initialValue =     0.2145E+00
 
variable_12 of experiment_7
has initialValue =     0.6925E+00
 
variable_13 of experiment_7
has initialValue =     0.8712E+00
 
variable_14 of experiment_7
has initialValue =     0.1757E+01
 
variable_15 of experiment_7
has initialValue =     0.2001E+01
 
variable_1 of experiment_8
has initialValue =     0.3591E-01
 
variable_2 of experiment_8
has initialValue =     0.1179E+01
 
variable_3 of experiment_8
has initialValue =     0.9193E+00
 
variable_4 of experiment_8
has initialValue =     0.6034E+00
 
variable_5 of experiment_8
has initialValue =     0.5619E+00
 
variable_6 of experiment_8
has initialValue =     0.1624E+01
 
variable_7 of experiment_8
has initialValue =     0.1652E+01
 
variable_8 of experiment_8
has initialValue =     0.1272E+01
 
variable_9 of experiment_8
has initialValue =     0.1221E+01
 
variable_10 of experiment_8
has initialValue =     0.4574E+00
 
variable_11 of experiment_8
has initialValue =     0.7804E-01
 
variable_12 of experiment_8
has initialValue =     0.3173E+00
 
variable_13 of experiment_8
has initialValue =     0.4047E+00
 
variable_14 of experiment_8
has initialValue =     0.6905E+00
 
variable_15 of experiment_8
has initialValue =     0.1649E+01
 
variable_1 of experiment_9
has initialValue =     0.1644E+01
 
variable_2 of experiment_9
has initialValue =     0.6239E+00
 
variable_3 of experiment_9
has initialValue =     0.6823E+00
 
variable_4 of experiment_9
has initialValue =     0.7140E+00
 
variable_5 of experiment_9
has initialValue =     0.1705E+01
 
variable_6 of experiment_9
has initialValue =     0.9856E+00
 
variable_7 of experiment_9
has initialValue =     0.9065E+00
 
variable_8 of experiment_9
has initialValue =     0.7021E+00
 
variable_9 of experiment_9
has initialValue =     0.1446E+01
 
variable_10 of experiment_9
has initialValue =     0.1650E+01
 
variable_11 of experiment_9
has initialValue =     0.8608E+00
 
variable_12 of experiment_9
has initialValue =     0.3126E+00
 
variable_13 of experiment_9
has initialValue =     0.1289E+01
 
variable_14 of experiment_9
has initialValue =     0.1318E+01
 
variable_15 of experiment_9
has initialValue =     0.1423E+01
 
variable_1 of experiment_10
has initialValue =     0.8583E+00
 
variable_2 of experiment_10
has initialValue =     0.4118E+00
 
variable_3 of experiment_10
has initialValue =     0.3905E+00
 
variable_4 of experiment_10
has initialValue =     0.1105E+01
 
variable_5 of experiment_10
has initialValue =     0.1482E+01
 
variable_6 of experiment_10
has initialValue =     0.1241E+01
 
variable_7 of experiment_10
has initialValue =     0.9206E+00
 
variable_8 of experiment_10
has initialValue =     0.1122E+01
 
variable_9 of experiment_10
has initialValue =     0.1305E+01
 
variable_10 of experiment_10
has initialValue =     0.1803E+01
 
variable_11 of experiment_10
has initialValue =     0.1832E+01
 
variable_12 of experiment_10
has initialValue =     0.3528E+00
 
variable_13 of experiment_10
has initialValue =     0.1450E+01
 
variable_14 of experiment_10
has initialValue =     0.7171E+00
 
variable_15 of experiment_10
has initialValue =     0.1024E+01
 
variable_1 of experiment_11
has initialValue =     0.1231E+01
 
variable_2 of experiment_11
has initialValue =     0.3350E-01
 
variable_3 of experiment_11
has initialValue =     0.3772E+00
 
variable_4 of experiment_11
has initialValue =     0.1477E+01
 
variable_5 of experiment_11
has initialValue =     0.2897E+00
 
variable_6 of experiment_11
has initialValue =     0.4207E+00
 
variable_7 of experiment_11
has initialValue =     0.4402E+00
 
variable_8 of experiment_11
has initialValue =     0.9111E+00
 
variable_9 of experiment_11
has initialValue =     0.1748E+00
 
variable_10 of experiment_11
has initialValue =     0.4896E+00
 
variable_11 of experiment_11
has initialValue =     0.1934E+01
 
variable_12 of experiment_11
has initialValue =     0.8704E+00
 
variable_13 of experiment_11
has initialValue =     0.7618E+00
 
variable_14 of experiment_11
has initialValue =     0.1081E+01
 
variable_15 of experiment_11
has initialValue =     0.2242E+00
 
variable_1 of experiment_12
has initialValue =     0.1625E+01
 
variable_2 of experiment_12
has initialValue =     0.1478E+01
 
variable_3 of experiment_12
has initialValue =     0.1291E+01
 
variable_4 of experiment_12
has initialValue =     0.5682E+00
 
variable_5 of experiment_12
has initialValue =     0.2452E-01
 
variable_6 of experiment_12
has initialValue =     0.7675E+00
 
variable_7 of experiment_12
has initialValue =     0.1245E+01
 
variable_8 of experiment_12
has initialValue =     0.8964E-01
 
variable_9 of experiment_12
has initialValue =     0.8585E+00
 
variable_10 of experiment_12
has initialValue =     0.4898E+00
 
variable_11 of experiment_12
has initialValue =     0.5332E+00
 
variable_12 of experiment_12
has initialValue =     0.1742E+01
 
variable_13 of experiment_12
has initialValue =     0.2046E-01
 
variable_14 of experiment_12
has initialValue =     0.1380E+01
 
variable_15 of experiment_12
has initialValue =     0.1418E+01
 
variable_1 of experiment_13
has initialValue =     0.1729E+01
 
variable_2 of experiment_13
has initialValue =     0.8802E+00
 
variable_3 of experiment_13
has initialValue =     0.6366E+00
 
variable_4 of experiment_13
has initialValue =     0.1700E+01
 
variable_5 of experiment_13
has initialValue =     0.1772E+01
 
variable_6 of experiment_13
has initialValue =     0.1555E+01
 
variable_7 of experiment_13
has initialValue =     0.6175E+00
 
variable_8 of experiment_13
has initialValue =     0.5069E-01
 
variable_9 of experiment_13
has initialValue =     0.8441E+00
 
variable_10 of experiment_13
has initialValue =     0.1075E+00
 
variable_11 of experiment_13
has initialValue =     0.2992E+00
 
variable_12 of experiment_13
has initialValue =     0.1003E+01
 
variable_13 of experiment_13
has initialValue =     0.8758E+00
 
variable_14 of experiment_13
has initialValue =     0.8176E+00
 
variable_15 of experiment_13
has initialValue =     0.7519E+00
 
variable_1 of experiment_14
has initialValue =     0.1481E+01
 
variable_2 of experiment_14
has initialValue =     0.1800E+01
 
variable_3 of experiment_14
has initialValue =     0.1055E+01
 
variable_4 of experiment_14
has initialValue =     0.1052E+01
 
variable_5 of experiment_14
has initialValue =     0.3909E+00
 
variable_6 of experiment_14
has initialValue =     0.1244E+01
 
variable_7 of experiment_14
has initialValue =     0.1938E+01
 
variable_8 of experiment_14
has initialValue =     0.6688E+00
 
variable_9 of experiment_14
has initialValue =     0.7063E+00
 
variable_10 of experiment_14
has initialValue =     0.1467E+00
 
variable_11 of experiment_14
has initialValue =     0.1963E+01
 
variable_12 of experiment_14
has initialValue =     0.1596E+01
 
variable_13 of experiment_14
has initialValue =     0.1525E+01
 
variable_14 of experiment_14
has initialValue =     0.8188E+00
 
variable_15 of experiment_14
has initialValue =     0.2904E+00
 
variable_1 of experiment_15
has initialValue =     0.3633E+00
 
variable_2 of experiment_15
has initialValue =     0.8399E+00
 
variable_3 of experiment_15
has initialValue =     0.3024E+00
 
variable_4 of experiment_15
has initialValue =     0.7693E+00
 
variable_5 of experiment_15
has initialValue =     0.5607E+00
 
variable_6 of experiment_15
has initialValue =     0.1036E+01
 
variable_7 of experiment_15
has initialValue =     0.1440E+01
 
variable_8 of experiment_15
has initialValue =     0.2733E-01
 
variable_9 of experiment_15
has initialValue =     0.2988E+00
 
variable_10 of experiment_15
has initialValue =     0.1383E+01
 
variable_11 of experiment_15
has initialValue =     0.4493E+00
 
variable_12 of experiment_15
has initialValue =     0.9065E+00
 
variable_13 of experiment_15
has initialValue =     0.1642E+01
 
variable_14 of experiment_15
has initialValue =     0.1226E+01
 
variable_15 of experiment_15
has initialValue =     0.1146E+01
 
variable_1 of experiment_16
has initialValue =     0.7488E+00
 
variable_2 of experiment_16
has initialValue =     0.7875E+00
 
variable_3 of experiment_16
has initialValue =     0.1343E+01
 
variable_4 of experiment_16
has initialValue =     0.1464E+01
 
variable_5 of experiment_16
has initialValue =     0.1337E+01
 
variable_6 of experiment_16
has initialValue =     0.1131E+01
 
variable_7 of experiment_16
has initialValue =     0.8140E+00
 
variable_8 of experiment_16
has initialValue =     0.7997E+00
 
variable_9 of experiment_16
has initialValue =     0.1396E+01
 
variable_10 of experiment_16
has initialValue =     0.4008E+00
 
variable_11 of experiment_16
has initialValue =     0.1303E+01
 
variable_12 of experiment_16
has initialValue =     0.9279E+00
 
variable_13 of experiment_16
has initialValue =     0.1965E+01
 
variable_14 of experiment_16
has initialValue =     0.1662E+01
 
variable_15 of experiment_16
has initialValue =     0.1560E+01
 
variable_1 of experiment_17
has initialValue =     0.1883E+01
 
variable_2 of experiment_17
has initialValue =     0.1562E+01
 
variable_3 of experiment_17
has initialValue =     0.8159E+00
 
variable_4 of experiment_17
has initialValue =     0.1094E+01
 
variable_5 of experiment_17
has initialValue =     0.5864E+00
 
variable_6 of experiment_17
has initialValue =     0.1422E+01
 
variable_7 of experiment_17
has initialValue =     0.1477E+01
 
variable_8 of experiment_17
has initialValue =     0.1342E+01
 
variable_9 of experiment_17
has initialValue =     0.1316E+01
 
variable_10 of experiment_17
has initialValue =     0.1754E+01
 
variable_11 of experiment_17
has initialValue =     0.1814E+01
 
variable_12 of experiment_17
has initialValue =     0.8982E+00
 
variable_13 of experiment_17
has initialValue =     0.1758E+01
 
variable_14 of experiment_17
has initialValue =     0.8419E+00
 
variable_15 of experiment_17
has initialValue =     0.1366E+01
 
variable_1 of experiment_18
has initialValue =     0.1784E+01
 
variable_2 of experiment_18
has initialValue =     0.9795E+00
 
variable_3 of experiment_18
has initialValue =     0.1674E+01
 
variable_4 of experiment_18
has initialValue =     0.8784E+00
 
variable_5 of experiment_18
has initialValue =     0.9930E+00
 
variable_6 of experiment_18
has initialValue =     0.1258E+00
 
variable_7 of experiment_18
has initialValue =     0.5278E+00
 
variable_8 of experiment_18
has initialValue =     0.1820E+00
 
variable_9 of experiment_18
has initialValue =     0.1429E+01
 
variable_10 of experiment_18
has initialValue =     0.3498E+00
 
variable_11 of experiment_18
has initialValue =     0.1239E+01
 
variable_12 of experiment_18
has initialValue =     0.8200E+00
 
variable_13 of experiment_18
has initialValue =     0.7310E+00
 
variable_14 of experiment_18
has initialValue =     0.8458E+00
 
variable_15 of experiment_18
has initialValue =     0.2028E+01
 
variable_1 of experiment_19
has initialValue =     0.8045E+00
 
variable_2 of experiment_19
has initialValue =     0.4355E+00
 
variable_3 of experiment_19
has initialValue =     0.1694E+01
 
variable_4 of experiment_19
has initialValue =     0.1330E+01
 
variable_5 of experiment_19
has initialValue =     0.1342E+00
 
variable_6 of experiment_19
has initialValue =     0.1109E+01
 
variable_7 of experiment_19
has initialValue =     0.9155E+00
 
variable_8 of experiment_19
has initialValue =     0.7152E-01
 
variable_9 of experiment_19
has initialValue =     0.1012E+01
 
variable_10 of experiment_19
has initialValue =     0.3441E+00
 
variable_11 of experiment_19
has initialValue =     0.1758E+01
 
variable_12 of experiment_19
has initialValue =     0.1775E+01
 
variable_13 of experiment_19
has initialValue =     0.1293E+01
 
variable_14 of experiment_19
has initialValue =     0.1112E+01
 
variable_15 of experiment_19
has initialValue =     0.1913E+01
 
variable_1 of experiment_20
has initialValue =     0.1763E+01
 
variable_2 of experiment_20
has initialValue =     0.1318E+01
 
variable_3 of experiment_20
has initialValue =     0.1214E+01
 
variable_4 of experiment_20
has initialValue =     0.1204E+01
 
variable_5 of experiment_20
has initialValue =     0.1911E+01
 
variable_6 of experiment_20
has initialValue =     0.1024E+00
 
variable_7 of experiment_20
has initialValue =     0.1743E+01
 
variable_8 of experiment_20
has initialValue =     0.1172E+01
 
variable_9 of experiment_20
has initialValue =     0.1162E+01
 
variable_10 of experiment_20
has initialValue =     0.2027E+01
 
variable_11 of experiment_20
has initialValue =     0.1836E-01
 
variable_12 of experiment_20
has initialValue =     0.1098E-01
 
variable_13 of experiment_20
has initialValue =     0.1516E+01
 
variable_14 of experiment_20
has initialValue =     0.1198E+01
 
variable_15 of experiment_20
has initialValue =     0.1118E+00
 
  
 
 // ERROR 
 // error = -L + lambda * K
 // residual = -L
 error =   1783.348
 residual =   1478.348
  
 end of solution of problem ss_15genes2