Table 27 Hybrid (Random/LM) Optimization
======= Hybrid (Random/LM) Optimization Selected ========
|
Number of data points used: 40 of 40
|
========== Levenberg-Marquardt Optimization 1 ==========
|
========== Initial Values ==========
|
Parameter
|
Value
|
---------
|
-----
|
TRAN.BR
|
4.103
|
TRAN.IKR
|
147.3u
|
TRAN.ISC
|
15.69f
|
TRAN.NC
|
1.857
|
PAR.IS
|
30.00a
|
MAX error = 112.1 % RMS error = 64.02 %
|
========== Jacobian Calculation ==========
|
Parameter
|
Value
|
Sensitivity
|
---------
|
-----
|
-----------
|
TRAN.BR
|
4.103
|
344.8m
|
TRAN.IKR
|
147.3u
|
42.41m
|
TRAN.ISC
|
15.69f
|
68.02m
|
TRAN.NC
|
1.857
|
413.5m
|
PAR.IS
|
30.00a
|
131.2m
|
========== Iteration 1 Results ==========
|
Parameter
|
Value
|
Initial
|
---------
|
-----
|
-------
|
TRAN.BR
|
6.585
|
4.103
|
TRAN.IKR
|
1.899m
|
147.3u
|
TRAN.ISC
|
23.57f
|
15.69f
|
TRAN.NC
|
2.000
|
1.857
|
PAR.IS
|
69.83a
|
30.00a
|
MAX error = 62.76 % RMS error = 38.96 %
|
========== Jacobian Calculation ==========
|
Parameter
|
Value
|
Sensitivity
|
---------
|
-----
|
-----------
|
TRAN.BR
|
6.585
|
320.6m
|
TRAN.IKR
|
1.899m
|
122.6m
|
TRAN.ISC
|
23.57f
|
34.06m
|
TRAN.NC
|
2.000
|
261.9m
|
PAR.IS
|
69.83a
|
260.8m
|
========== Iteration 2 Results ==========
|
Parameter
|
Value
|
Initial
|
---------
|
-----
|
-------
|
TRAN.BR
|
8.074
|
4.103
|
TRAN.IKR
|
2.251m
|
147.3u
|
TRAN.ISC
|
100.0a
|
15.69f
|
TRAN.NC
|
1.593
|
1.857
|
PAR.IS
|
68.88a
|
30.00a
|
MAX error = 48.74 % RMS error = 30.00 %
|
Number of function evaluations : 16
|
Number of jacobian evaluations : 2
|
The Levenberg-Marquardt parameter is : 0.000
|
Exit Status: No minimum was reached after specified
function evaluations
|
========== Calculating Sensitivities ==========
|
========== Jacobian Calculation ==========
|
========== Final Values ==========
|
Parameter
|
Value
|
Initial
|
Sensitivity
|
---------
|
-----
|
-------
|
-----------
|
TRAN.BR
|
8.074
|
4.103
|
409.0m
|
TRAN.IKR
|
2.251m
|
147.3u
|
150.5m
|
TRAN.ISC
|
100.0a
|
15.69f
|
2.273m
|
TRAN.NC
|
1.593
|
1.857
|
23.20m
|
PAR.IS 68.88a 30.00a 415.1m
|
Initial least square norm of the residuals: 4.049
|
Final least square norm of the residuals: 1.897
|
Final MAX error = 48.74 % Final RMS error = 30.00 %
|
========== Random Iteration 1 ==========
|
========== Random Guess ==========
|
========== Levenberg-Marquardt Optimization 2 ==========
|
.
|
.
|
.
|
Number of function evaluations : 10
|
Number of jacobian evaluations : 1
|
The Levenberg-Marquardt parameter is : 30.63m
|
Exit Status: No minimum was reached after specified
function evaluations
|
========== Calculating Sensitivities ==========
|
========== Jacobian Calculation ==========
|
========== Final Values ==========
|
Parameter
|
Value
|
Initial
|
Sensitivity
|
---------
|
-----
|
-------
|
-----------
|
TRAN.BR
|
43.45
|
43.45
|
2.783m
|
TRAN.IKR
|
35.86m
|
35.86m
|
7.565m
|
TRAN.ISC
|
3.579p
|
3.579p
|
75.31m
|
TRAN.NC
|
1.504
|
1.504
|
912.1m
|
PAR.IS 36.62a 36.62a 2.212m
|
Initial least square norm of the residuals: 5.369
|
Final least square norm of the residuals: 5.369
|
Final MAX error = 115.4 % Final RMS error = 84.89 %
|
Parameter
|
Guess
|
Best
|
Initial
|
---------
|
-----
|
----
|
-------
|
TRAN.BR
|
43.45
|
8.074
|
4.103
|
TRAN.IKR
|
35.86m
|
2.251m
|
147.3u
|
TRAN.ISC
|
3.579p
|
100.0a
|
15.69f
|
TRAN.NC
|
1.504
|
1.593
|
1.857
|
PAR.IS
|
36.62a
|
68.88a
|
30.00a
|
Best: RMS Error = 30.00 %
|
Guess: RMS Error = 84.89 %
|
Guess is Rejected
|
========== Opposite Guess ==========
|
========== Levenberg-Marquardt Optimization 3 ==========
|
.
|
.
|
.
|
Number of function evaluations : 16
|
Number of jacobian evaluations : 2
|
The Levenberg-Marquardt parameter is : 7.043u
|
Exit Status: No minimum was reached after specified
function evaluations
|
========== Calculating Sensitivities ==========
|
========== Jacobian Calculation ==========
|
========== Final Values ==========
|
Parameter
|
Value
|
Initial
|
Sensitivity
|
---------
|
-----
|
-------
|
-----------
|
TRAN.BR
|
10.74
|
29.30
|
232.6m
|
TRAN.IKR
|
2.566m
|
31.56m
|
133.7m
|
TRAN.ISC
|
685.6a
|
3.579p
|
41.35m
|
TRAN.NC
|
1.330
|
1.969
|
352.0m
|
PAR.IS 60.53a 98.86a 240.4m
|
Initial least square norm of the residuals: 6.191
|
Final least square norm of the residuals: 1.016
|
Final MAX error = 28.41 % Final RMS error = 16.06 %
|
Parameter
|
Guess
|
Best
|
Initial
|
---------
|
-----
|
----
|
-------
|
TRAN.BR
|
10.74
|
8.074
|
4.103
|
TRAN.IKR
|
2.566m
|
2.251m
|
147.3u
|
TRAN.ISC
|
685.6a
|
100.0a
|
15.69f
|
TRAN.NC
|
1.330
|
1.593
|
1.857
|
PAR.IS
|
60.53a
|
68.88a
|
30.00a
|
Best: RMS Error = 30.00 %
|
Guess: RMS Error = 16.06 %
|
Guess is Accepted
|
========== Random Iteration 2 ==========
|
========== Random Guess ==========
|
========== Levenberg-Marquardt Optimization 4 ==========
|
.
|
.
|
.
|
Number of function evaluations : 10
|
Number of jacobian evaluations : 1
|
The Levenberg-Marquardt parameter is : 109.8m
|
Exit Status: No minimum was reached after specified
function evaluations
|
========== Calculating Sensitivities ==========
|
========== Jacobian Calculation ==========
|
========== Final Values ==========
|
Parameter
|
Value
|
Initial
|
Sensitivity
|
---------
|
-----
|
-------
|
-----------
|
TRAN.BR
|
10.61
|
46.07
|
11.34m
|
TRAN.IKR
|
5.738m
|
6.370m
|
13.45m
|
TRAN.ISC
|
3.104p
|
3.248p
|
62.64m
|
TRAN.NC
|
1.458
|
1.456
|
910.5m
|
PAR.IS 13.78a 44.37a 2.034m
|
Initial least square norm of the residuals: 5.826
|
Final least square norm of the residuals: 5.810
|
Final MAX error = 122.7 % Final RMS error = 91.87 %
|
Parameter
|
Guess
|
Best
|
Initial
|
---------
|
-----
|
----
|
-------
|
TRAN.BR
|
10.61
|
10.74
|
4.103
|
TRAN.IKR
|
5.738m
|
2.566m
|
147.3u
|
TRAN.ISC
|
3.104p
|
685.6a
|
15.69f
|
TRAN.NC
|
1.458
|
1.330
|
1.857
|
PAR.IS
|
13.78a
|
60.53a
|
30.00a
|
Best: RMS Error = 16.06 %
|
Guess: RMS Error = 91.87 %
|
Guess is Rejected
|
========== Opposite Guess ==========
|
========== Levenberg-Marquardt Optimization 5 ==========
|
.
|
.
|
.
|
Number of function evaluations : 10
|
Number of jacobian evaluations : 1
|
The Levenberg-Marquardt parameter is : 63.11m
|
Exit Status: No minimum was reached after specified
function evaluations
|
========== Calculating Sensitivities ==========
|
========== Jacobian Calculation ==========
|
========== Final Values ==========
|
Parameter
|
Value
|
Initial
|
Sensitivity
|
---------
|
-----
|
-------
|
-----------
|
TRAN.BR
|
10.57
|
26.59
|
2.973m
|
TRAN.IKR
|
10.32m
|
11.30m
|
5.854m
|
TRAN.ISC
|
3.110p
|
3.247p
|
32.53m
|
TRAN.NC
|
1.457
|
1.456
|
958.2m
|
PAR.IS
|
1.000a
|
76.69a
|
430.0u
|
Initial least square norm of the residuals: 5.805
|
Final least square norm of the residuals: 5.762
|
Final MAX error = 122.1 % Final RMS error = 91.10 %
|
Parameter
|
Guess
|
Best
|
Initial
|
---------
|
-----
|
----
|
-------
|
TRAN.BR
|
10.57
|
10.74
|
4.103
|
TRAN.IKR
|
10.32m
|
2.566m
|
147.3u
|
TRAN.ISC
|
3.110p
|
685.6a
|
15.69f
|
TRAN.NC
|
1.457
|
1.330
|
1.857
|
PAR.IS
|
1.000a
|
60.53a
|
30.00a
|
Best: RMS Error = 16.06 %
|
Guess: RMS Error = 91.10 %
|
Guess is Rejected
|
Random Opt Exit Status: Iteration limit reached
|
========== Final Values ==========
|
Parameter
|
Value
|
Initial
|
---------
|
-----
|
-------
|
TRAN.BR
|
10.74
|
4.103
|
TRAN.IKR
|
2.566m
|
147.3u
|
TRAN.ISC
|
685.6a
|
15.69f
|
TRAN.NC
|
1.330
|
1.857
|
PAR.IS
|
60.53a
|
30.00a
|
Final: RMS Error = 16.06 %
|
