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08-Oct-2025 01:48:12

toms1040_manual_test():
  MATLAB/Octave version 9.11.0.2358333 (R2021b) Update 7
  Test TOMS1040 manual examples.
  Graphics saved as "figure_01.png"
using serial
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:2 recycled evaluations:1 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:2 recycled evaluations:1 discarded evaluations:0
using serial
build sparse grid with tensor grid recycling
new evaluation needed:2 recycled evaluations:3 discarded evaluations:0
using serial
adding points a new variable
maximum number of variables to be explored reached, continuing as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:3 recycled evaluations:2 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:2 recycled evaluations:5 discarded evaluations:0
using serial
adding points a new variable
maximum number of variables to be explored reached, continuing as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:7 recycled evaluations:2 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:4 recycled evaluations:7 discarded evaluations:0
using serial
build sparse grid with tensor grid recycling
new evaluation needed:2 recycled evaluations:11 discarded evaluations:0
using serial
keep number of dimensions as is
keep number of dimensions as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:7 recycled evaluations:2 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:4 recycled evaluations:13 discarded evaluations:0
using serial
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:11 recycled evaluations:4 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:4 recycled evaluations:17 discarded evaluations:0
using serial
keep number of dimensions as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:13 recycled evaluations:2 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:4 recycled evaluations:21 discarded evaluations:0
using serial
build sparse grid with tensor grid recycling
new evaluation needed:4 recycled evaluations:25 discarded evaluations:0
using serial
keep number of dimensions as is
keep number of dimensions as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:13 recycled evaluations:12 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:4 recycled evaluations:29 discarded evaluations:0
using serial
keep number of dimensions as is
keep number of dimensions as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:13 recycled evaluations:4 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:8 recycled evaluations:33 discarded evaluations:0
using serial
build sparse grid with tensor grid recycling
new evaluation needed:8 recycled evaluations:41 discarded evaluations:0
using serial
keep number of dimensions as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:23 recycled evaluations:4 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:8 recycled evaluations:49 discarded evaluations:0
using serial
build sparse grid with tensor grid recycling
new evaluation needed:8 recycled evaluations:57 discarded evaluations:0
using serial
keep number of dimensions as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:29 recycled evaluations:16 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:8 recycled evaluations:65 discarded evaluations:0
using serial
keep number of dimensions as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:37 recycled evaluations:8 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:8 recycled evaluations:73 discarded evaluations:0
using serial
keep number of dimensions as is
keep number of dimensions as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:33 recycled evaluations:48 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:16 recycled evaluations:81 discarded evaluations:0
using serial
keep number of dimensions as is
keep number of dimensions as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:25 recycled evaluations:8 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:16 recycled evaluations:97 discarded evaluations:0
using serial
build sparse grid with tensor grid recycling
new evaluation needed:16 recycled evaluations:113 discarded evaluations:0
using serial
keep number of dimensions as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:43 recycled evaluations:8 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:16 recycled evaluations:129 discarded evaluations:0
using serial
build sparse grid with tensor grid recycling
new evaluation needed:16 recycled evaluations:145 discarded evaluations:0
using serial
keep number of dimensions as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:69 recycled evaluations:16 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:16 recycled evaluations:161 discarded evaluations:0
using serial
keep number of dimensions as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:69 recycled evaluations:16 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:16 recycled evaluations:177 discarded evaluations:0
using serial
keep number of dimensions as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:89 recycled evaluations:64 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:32 recycled evaluations:193 discarded evaluations:0
using serial
keep number of dimensions as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:121 recycled evaluations:32 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:32 recycled evaluations:225 discarded evaluations:0
using serial
keep number of dimensions as is
build sparse grid with tensor grid recycling
using serial
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:2 recycled evaluations:1 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:2 recycled evaluations:1 discarded evaluations:0
using serial
build sparse grid with tensor grid recycling
new evaluation needed:2 recycled evaluations:3 discarded evaluations:0
using serial
adding points a new variable
maximum number of variables to be explored reached, continuing as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:3 recycled evaluations:2 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:2 recycled evaluations:5 discarded evaluations:0
using serial
adding points a new variable
maximum number of variables to be explored reached, continuing as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:7 recycled evaluations:2 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:4 recycled evaluations:7 discarded evaluations:0
using serial
build sparse grid with tensor grid recycling
new evaluation needed:2 recycled evaluations:11 discarded evaluations:0
using serial
keep number of dimensions as is
keep number of dimensions as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:7 recycled evaluations:2 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:4 recycled evaluations:13 discarded evaluations:0
using serial
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:11 recycled evaluations:4 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:4 recycled evaluations:17 discarded evaluations:0
using serial
keep number of dimensions as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:13 recycled evaluations:2 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:4 recycled evaluations:21 discarded evaluations:0
using serial
build sparse grid with tensor grid recycling
new evaluation needed:4 recycled evaluations:25 discarded evaluations:0
using serial
keep number of dimensions as is
keep number of dimensions as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:13 recycled evaluations:12 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:4 recycled evaluations:29 discarded evaluations:0
using serial
keep number of dimensions as is
keep number of dimensions as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:13 recycled evaluations:4 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:8 recycled evaluations:33 discarded evaluations:0
using serial
build sparse grid with tensor grid recycling
new evaluation needed:8 recycled evaluations:41 discarded evaluations:0
using serial
keep number of dimensions as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:23 recycled evaluations:4 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:8 recycled evaluations:49 discarded evaluations:0
using serial
build sparse grid with tensor grid recycling
new evaluation needed:8 recycled evaluations:57 discarded evaluations:0
using serial
keep number of dimensions as is
adapt--recycling
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:29 recycled evaluations:16 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:8 recycled evaluations:65 discarded evaluations:0
using serial
keep number of dimensions as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:37 recycled evaluations:8 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:8 recycled evaluations:73 discarded evaluations:0
using serial
keep number of dimensions as is
keep number of dimensions as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:33 recycled evaluations:48 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:16 recycled evaluations:81 discarded evaluations:0
using serial
keep number of dimensions as is
keep number of dimensions as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:25 recycled evaluations:8 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:16 recycled evaluations:97 discarded evaluations:0
using serial
build sparse grid with tensor grid recycling
new evaluation needed:16 recycled evaluations:113 discarded evaluations:0
using serial
keep number of dimensions as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:43 recycled evaluations:8 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:16 recycled evaluations:129 discarded evaluations:0
using serial
build sparse grid with tensor grid recycling
new evaluation needed:16 recycled evaluations:145 discarded evaluations:0
using serial
keep number of dimensions as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:69 recycled evaluations:16 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:16 recycled evaluations:161 discarded evaluations:0
using serial
keep number of dimensions as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:69 recycled evaluations:16 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:16 recycled evaluations:177 discarded evaluations:0
using serial
keep number of dimensions as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:89 recycled evaluations:64 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:32 recycled evaluations:193 discarded evaluations:0
using serial
keep number of dimensions as is
build sparse grid with tensor grid recycling
(hopefully) small local comparison between coordinates of points...
new evaluation needed:121 recycled evaluations:32 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:32 recycled evaluations:225 discarded evaluations:0
using serial
keep number of dimensions as is
build sparse grid with tensor grid recycling
using serial
using serial
using serial
using serial
build sparse grid with tensor grid recycling
new evaluation needed:8 recycled evaluations:5 discarded evaluations:0
using serial
build sparse grid with tensor grid recycling
new evaluation needed:16 recycled evaluations:13 discarded evaluations:0
using serial
build sparse grid with tensor grid recycling
new evaluation needed:36 recycled evaluations:29 discarded evaluations:0
using serial
build sparse grid with tensor grid recycling
new evaluation needed:80 recycled evaluations:65 discarded evaluations:0
using serial
build sparse grid with tensor grid recycling
new evaluation needed:176 recycled evaluations:145 discarded evaluations:0
using serial
using serial
using serial
build sparse grid with tensor grid recycling
new evaluation needed:16 recycled evaluations:13 discarded evaluations:0
using serial
build sparse grid with tensor grid recycling
new evaluation needed:36 recycled evaluations:29 discarded evaluations:0
using serial
build sparse grid with tensor grid recycling
new evaluation needed:80 recycled evaluations:65 discarded evaluations:0
using serial
build sparse grid with tensor grid recycling
new evaluation needed:176 recycled evaluations:145 discarded evaluations:0
using serial
build sparse grid with tensor grid recycling
new evaluation needed:384 recycled evaluations:321 discarded evaluations:0
using serial
build sparse grid with tensor grid recycling
[Warning: more than 255 points are asked in one direction, using uint16 to
handle this] 
[> In generate_pattern (line 33)
In tensor_grid (line 59)
In create_sparse_grid (line 228)
In section_5_forwardUQ (line 44)
In toms1040_manual_test (line 34)
In run (line 91)] 
[Warning: more than 255 points are asked in one direction, using uint16 to
handle this] 
[> In generate_pattern (line 33)
In tensor_grid (line 59)
In create_sparse_grid (line 228)
In section_5_forwardUQ (line 44)
In toms1040_manual_test (line 34)
In run (line 91)] 
new evaluation needed:832 recycled evaluations:705 discarded evaluations:0
using serial
build sparse grid with tensor grid recycling
[Warning: more than 255 points are asked in one direction, using uint16 to
handle this] 
[> In generate_pattern (line 33)
In tensor_grid (line 59)
In create_sparse_grid (line 228)
In section_5_forwardUQ (line 44)
In toms1040_manual_test (line 34)
In run (line 91)] 
[Warning: more than 255 points are asked in one direction, using uint16 to
handle this] 
[> In generate_pattern (line 33)
In tensor_grid (line 59)
In create_sparse_grid (line 228)
In section_5_forwardUQ (line 44)
In toms1040_manual_test (line 34)
In run (line 91)] 
[Warning: more than 255 points are asked in one direction, using uint16 to
handle this] 
[> In generate_pattern (line 33)
In tensor_grid (line 59)
In create_sparse_grid (line 228)
In section_5_forwardUQ (line 44)
In toms1040_manual_test (line 34)
In run (line 91)] 
[Warning: more than 255 points are asked in one direction, using uint16 to
handle this] 
[> In generate_pattern (line 33)
In tensor_grid (line 59)
In create_sparse_grid (line 228)
In section_5_forwardUQ (line 44)
In toms1040_manual_test (line 34)
In run (line 91)] 
[Warning: more than 255 points are asked in one direction, using uint16 to
handle this] 
[> In generate_pattern (line 33)
In tensor_grid (line 59)
In create_sparse_grid (line 228)
In section_5_forwardUQ (line 44)
In toms1040_manual_test (line 34)
In run (line 91)] 
[Warning: more than 255 points are asked in one direction, using uint16 to
handle this] 
[> In generate_pattern (line 33)
In tensor_grid (line 59)
In create_sparse_grid (line 228)
In section_5_forwardUQ (line 44)
In toms1040_manual_test (line 34)
In run (line 91)] 
[Warning: more than 255 points are asked in one direction, using uint16 to
handle this] 
[> In generate_pattern (line 33)
In tensor_grid (line 59)
In create_sparse_grid (line 228)
In section_5_forwardUQ (line 44)
In toms1040_manual_test (line 34)
In run (line 91)] 
[Warning: more than 255 points are asked in one direction, using uint16 to
handle this] 
[> In generate_pattern (line 33)
In tensor_grid (line 59)
In create_sparse_grid (line 228)
In section_5_forwardUQ (line 44)
In toms1040_manual_test (line 34)
In run (line 91)] 
[Warning: more than 255 points are asked in one direction, using uint16 to
handle this] 
[> In generate_pattern (line 33)
In tensor_grid (line 59)
In create_sparse_grid (line 228)
In section_5_forwardUQ (line 44)
In toms1040_manual_test (line 34)
In run (line 91)] 
[Warning: more than 255 points are asked in one direction, using uint16 to
handle this] 
[> In generate_pattern (line 33)
In tensor_grid (line 59)
In create_sparse_grid (line 228)
In section_5_forwardUQ (line 44)
In toms1040_manual_test (line 34)
In run (line 91)] 
(hopefully) small local comparison between coordinates of points...
new evaluation needed:5632 recycled evaluations:1537 discarded evaluations:0
...done. Overall statistics:
new evaluation needed:5632 recycled evaluations:1537 discarded evaluations:0
using serial
using serial

section_5_forwardUQ:
  Skipping call to ksdensity, which requires access
  to Machine Learning Toolbox.
using serial
========================
y_star
    0.9000   -1.1000

y_MAP
    0.9450   -1.1114

sigma_eps
    0.0100

sigma_eps_approx
    0.0102


section_5_inverseUQ:
  Skipping call to mvnpdf(), which requires access
  to Machine Learning Toolbox.
using serial

section_5_inverseUQ:
  Skipping call to ksdensity(), which requires access
  to Machine Learning Toolbox.
using serial

section_5_inverseUQ:
  Skipping call to ksdensity(), which requires access
  to Machine Learning Toolbox.

toms1040_manual_test():
  Normal end of execution.
08-Oct-2025 01:48:25