#------------------------------------------------------------------------------
# irace: An implementation in R of (Elitist) Iterated Racing
# Version: 4.4.4.ae27aa1
# Copyright (C) 2010-2025
# Manuel Lopez-Ibanez     <manuel.lopez-ibanez@manchester.ac.uk>
# Jeremie Dubois-Lacoste
# Leslie Perez Caceres    <leslie.perez.caceres@ulb.ac.be>
#
# This is free software, and you are welcome to redistribute it under certain
# conditions.  See the GNU General Public License for details. There is NO
# WARRANTY; not even for MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
#
# irace builds upon previous code from the race package:
#     race: Racing methods for the selection of the best
#     Copyright (C) 2003 Mauro Birattari
#------------------------------------------------------------------------------
# installed at: /home/manu/R/x86_64-pc-linux-gnu-library/4.3/irace
# called with: --parallel 2
# 2026-09-02 08:25:10 BST: Reading parameter file '/home/manu/work/irace/git/devel-examples/vignette-example/parameters.txt'.
# 2026-09-02 08:25:10 BST: 1 expression(s) specifying forbidden configurations read.
# 2026-09-02 08:25:10 BST: Read 1 configuration(s) from file '/home/manu/work/irace/git/devel-examples/vignette-example/default.txt'
# 2026-09-02 08:25:10 BST: Initialization
# Elitist race
# Elitist new instances: 1
# Elitist limit: 2
# nbIterations: 5
# minNbSurvival: 5
# nbParameters: 11
# seed: 687542627
# confidence level: 0.95
# budget: 1000
# mu: 5
# deterministic: FALSE

# 2026-09-02 08:25:10 BST: Iteration 1 of 5
# experimentsUsed: 0
# remainingBudget: 1000
# currentBudget: 200
# nbConfigurations: 33
# Markers:
     x No test is performed.
     c Configurations are discarded only due to capping.
     - The test is performed and some configurations are discarded.
     = The test is performed but no configuration is discarded.
     ! The test is performed and configurations could be discarded but elite configurations are preserved.
     . Alive configurations were already evaluated on this instance and nothing is discarded.
     : All alive configurations are elite, but some need to be evaluated on this instance.

+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
| |   Instance|      Alive|       Best|       Mean best| Exp so far|  W time|  rho|KenW|  Qvar|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
|x|          1|         33|         31|     33419384.00|         33|00:01:35|   NA|  NA|    NA|
|x|          2|         33|         31|     33024254.00|         66|00:01:33|+0.94|0.97|0.0115|
|x|          3|         33|         31|     33114822.33|         99|00:01:33|+0.96|0.97|0.0079|
|x|          4|         33|         31|     33049172.00|        132|00:01:33|+0.96|0.97|0.0070|
|-|          5|          2|         31|     33017978.60|        165|00:01:32|+0.20|0.36|0.4000|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
Best-so-far configuration:          31    mean value:      33017978.60
Description of the best-so-far configuration:
   .ID. algorithm localsearch  alpha   beta    rho ants nnls    q0 dlb rasrank elitistants time .PARENT.
31   31       acs           3 4.2717 0.2871 0.9362    6   17 0.918   1      NA          NA    5       NA

# 2026-09-02 08:32:59 BST: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks):
   algorithm localsearch  alpha   beta    rho ants nnls    q0 dlb rasrank elitistants time
31       acs           3 4.2717 0.2871 0.9362    6   17 0.918   1      NA          NA    5
9       mmas           3 3.4904 4.9746 0.5959   13   33    NA   0      NA          NA    5
# 2026-09-02 08:32:59 BST: Iteration 2 of 5
# experimentsUsed: 165
# remainingBudget: 835
# currentBudget: 208
# nbConfigurations: 31
# Markers:
     x No test is performed.
     c Configurations are discarded only due to capping.
     - The test is performed and some configurations are discarded.
     = The test is performed but no configuration is discarded.
     ! The test is performed and configurations could be discarded but elite configurations are preserved.
     . Alive configurations were already evaluated on this instance and nothing is discarded.
     : All alive configurations are elite, but some need to be evaluated on this instance.

+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
| |   Instance|      Alive|       Best|       Mean best| Exp so far|  W time|  rho|KenW|  Qvar|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
|x|          6|         31|         31|     32795056.00|         31|00:01:25|   NA|  NA|    NA|
|x|          2|         31|         31|     32712090.00|         60|00:01:21|+0.90|0.95|0.0031|
|x|          5|         31|         31|     32772461.67|         89|00:01:23|+0.92|0.95|0.0023|
|x|          3|         31|         31|     32903336.00|        118|00:01:21|+0.93|0.95|0.0021|
|-|          4|          3|         31|     32893113.00|        147|00:01:21|+0.40|0.52|0.3439|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
Best-so-far configuration:          31    mean value:      32980824.83
Description of the best-so-far configuration:
   .ID. algorithm localsearch  alpha   beta    rho ants nnls    q0 dlb rasrank elitistants time .PARENT.
31   31       acs           3 4.2717 0.2871 0.9362    6   17 0.918   1      NA          NA    5       NA

# 2026-09-02 08:39:53 BST: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks):
   algorithm localsearch  alpha   beta    rho ants nnls     q0 dlb rasrank elitistants time
31       acs           3 4.2717 0.2871 0.9362    6   17 0.9180   1      NA          NA    5
9       mmas           3 3.4904 4.9746 0.5959   13   33     NA   0      NA          NA    5
49       acs           3 4.9439 2.1273 0.2534   22   20 0.3699   1      NA          NA    5
# 2026-09-02 08:39:53 BST: Iteration 3 of 5
# experimentsUsed: 312
# remainingBudget: 688
# currentBudget: 229
# nbConfigurations: 30
# Markers:
     x No test is performed.
     c Configurations are discarded only due to capping.
     - The test is performed and some configurations are discarded.
     = The test is performed but no configuration is discarded.
     ! The test is performed and configurations could be discarded but elite configurations are preserved.
     . Alive configurations were already evaluated on this instance and nothing is discarded.
     : All alive configurations are elite, but some need to be evaluated on this instance.

+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
| |   Instance|      Alive|       Best|       Mean best| Exp so far|  W time|  rho|KenW|  Qvar|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
|x|          7|         30|         49|     32981796.00|         30|00:01:23|   NA|  NA|    NA|
|x|          5|         30|         31|     32966563.00|         57|00:01:15|+0.91|0.95|0.0072|
|x|          6|         30|         31|     32909394.00|         84|00:01:16|+0.91|0.94|0.0042|
|x|          3|         30|         31|     33006035.25|        111|00:01:18|+0.91|0.93|0.0035|
|-|          4|          4|         31|     32975272.40|        138|00:01:17|+0.16|0.33|0.5405|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
Best-so-far configuration:          31    mean value:      32989267.14
Description of the best-so-far configuration:
   .ID. algorithm localsearch  alpha   beta    rho ants nnls    q0 dlb rasrank elitistants time .PARENT.
31   31       acs           3 4.2717 0.2871 0.9362    6   17 0.918   1      NA          NA    5       NA

# 2026-09-02 08:46:25 BST: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks):
   algorithm localsearch  alpha   beta    rho ants nnls     q0 dlb rasrank elitistants time
31       acs           3 4.2717 0.2871 0.9362    6   17 0.9180   1      NA          NA    5
9       mmas           3 3.4904 4.9746 0.5959   13   33     NA   0      NA          NA    5
49       acs           3 4.9439 2.1273 0.2534   22   20 0.3699   1      NA          NA    5
72       acs           3 4.4437 4.8493 0.4563    7   30 0.7766   1      NA          NA    5
# 2026-09-02 08:46:25 BST: Iteration 4 of 5
# experimentsUsed: 450
# remainingBudget: 550
# currentBudget: 275
# nbConfigurations: 33
# Markers:
     x No test is performed.
     c Configurations are discarded only due to capping.
     - The test is performed and some configurations are discarded.
     = The test is performed but no configuration is discarded.
     ! The test is performed and configurations could be discarded but elite configurations are preserved.
     . Alive configurations were already evaluated on this instance and nothing is discarded.
     : All alive configurations are elite, but some need to be evaluated on this instance.

+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
| |   Instance|      Alive|       Best|       Mean best| Exp so far|  W time|  rho|KenW|  Qvar|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
|x|          8|         33|        106|     32795438.00|         33|00:01:31|   NA|  NA|    NA|
|x|          6|         33|         98|     32779706.00|         62|00:01:20|+0.76|0.88|0.0048|
|x|          1|         33|         98|     32964261.00|         93|00:01:29|+0.77|0.85|0.0049|
|x|          2|         33|         96|     32915881.50|        123|00:01:23|+0.73|0.80|0.0051|
|-|          3|          8|         98|     32979861.40|        152|00:01:24|+0.11|0.29|0.7325|
|=|          5|          8|         98|     32991128.50|        156|00:00:11|+0.18|0.32|0.7006|
|-|          4|          7|         31|     32974945.29|        160|00:00:11|+0.16|0.28|0.6871|
|-|          7|          5|         98|     32981696.00|        163|00:00:10|+0.07|0.19|0.7164|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
Best-so-far configuration:          98    mean value:      32981696.00
Description of the best-so-far configuration:
   .ID. algorithm localsearch alpha   beta    rho ants nnls q0 dlb rasrank elitistants time .PARENT.
98   98        as           3 3.841 2.4555 0.8712   17   18 NA   1      NA          NA    5       31

# 2026-09-02 08:54:08 BST: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks):
    algorithm localsearch  alpha   beta    rho ants nnls     q0 dlb rasrank elitistants time
98         as           3 3.8410 2.4555 0.8712   17   18     NA   1      NA          NA    5
31        acs           3 4.2717 0.2871 0.9362    6   17 0.9180   1      NA          NA    5
96        acs           3 3.3244 2.9294 0.6248    5   15 0.9267   1      NA          NA    5
49        acs           3 4.9439 2.1273 0.2534   22   20 0.3699   1      NA          NA    5
103       acs           3 3.1698 1.1306 0.9584    5   12 0.9530   1      NA          NA    5
# 2026-09-02 08:54:08 BST: Iteration 5 of 5
# experimentsUsed: 613
# remainingBudget: 387
# currentBudget: 387
# nbConfigurations: 42
# Markers:
     x No test is performed.
     c Configurations are discarded only due to capping.
     - The test is performed and some configurations are discarded.
     = The test is performed but no configuration is discarded.
     ! The test is performed and configurations could be discarded but elite configurations are preserved.
     . Alive configurations were already evaluated on this instance and nothing is discarded.
     : All alive configurations are elite, but some need to be evaluated on this instance.

+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
| |   Instance|      Alive|       Best|       Mean best| Exp so far|  W time|  rho|KenW|  Qvar|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
|x|          9|         42|        120|     32803211.00|         42|00:01:53|   NA|  NA|    NA|
|x|          4|         42|        120|     32884341.50|         79|00:01:43|+0.43|0.72|0.2851|
|x|          3|         42|        148|     32979869.67|        116|00:01:42|+0.49|0.66|0.2499|
|x|          6|         42|        148|     32919226.25|        153|00:01:43|+0.49|0.62|0.2893|
|-|          8|         15|        136|     32892944.00|        190|00:01:42|+0.27|0.42|0.6543|
|-|          7|         13|        148|     32894439.50|        200|00:00:27|+0.27|0.40|0.6537|
|=|          5|         13|        136|     32921389.71|        208|00:00:21|+0.11|0.24|0.8088|
|!|          1|         13|        148|     32982913.25|        216|00:00:21|+0.12|0.23|0.8031|
|-|          2|         10|        136|     32931454.89|        224|00:00:21|-0.04|0.08|0.9003|
|=|         10|         10|        136|     32941359.50|        234|00:00:26|-0.02|0.08|0.8927|
|=|         11|         10|        120|     32918489.82|        244|00:00:26|+0.01|0.10|0.8634|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
Best-so-far configuration:         120    mean value:      32918489.82
Description of the best-so-far configuration:
    .ID. algorithm localsearch  alpha   beta    rho ants nnls q0 dlb rasrank elitistants time .PARENT.
120  120        as           3 3.9042 2.3662 0.8216   13   16 NA   1      NA          NA    5       98

# 2026-09-02 09:05:19 BST: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks):
    algorithm localsearch  alpha   beta    rho ants nnls q0 dlb rasrank elitistants time
120        as           3 3.9042 2.3662 0.8216   13   16 NA   1      NA          NA    5
136        as           3 3.9196 0.3768 0.9887    8   22 NA   1      NA          NA    5
150        as           3 3.7455 2.5667 0.7661   15   15 NA   1      NA          NA    5
134        as           3 4.2465 1.2228 0.8997   20   10 NA   1      NA          NA    5
98         as           3 3.8410 2.4555 0.8712   17   18 NA   1      NA          NA    5
# 2026-09-02 09:05:19 BST: Iteration 6 of 6
# experimentsUsed: 857
# remainingBudget: 143
# currentBudget: 143
# nbConfigurations: 16
# Markers:
     x No test is performed.
     c Configurations are discarded only due to capping.
     - The test is performed and some configurations are discarded.
     = The test is performed but no configuration is discarded.
     ! The test is performed and configurations could be discarded but elite configurations are preserved.
     . Alive configurations were already evaluated on this instance and nothing is discarded.
     : All alive configurations are elite, but some need to be evaluated on this instance.

+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
| |   Instance|      Alive|       Best|       Mean best| Exp so far|  W time|  rho|KenW|  Qvar|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
|x|         12|         16|        134|     32707282.00|         16|00:00:43|   NA|  NA|    NA|
|x|          6|         16|        134|     32750474.50|         27|00:00:32|+0.28|0.64|0.7002|
|x|          2|         16|        136|     32670911.67|         38|00:00:33|+0.30|0.54|0.6859|
|x|         10|         16|        150|     32764159.25|         49|00:00:33|+0.25|0.43|0.7516|
|=|          5|         16|        150|     32793393.80|         60|00:00:33|+0.16|0.33|0.8087|
|-|          8|          9|        150|     32796267.83|         71|00:00:33|-0.03|0.14|0.9239|
|=|          7|          9|        150|     32811245.29|         75|00:00:11|-0.01|0.13|0.8920|
|=|          4|          9|        150|     32835726.12|         79|00:00:10|-0.04|0.09|0.9130|
|=|          3|          9|        150|     32873246.56|         83|00:00:10|+0.01|0.12|0.8749|
|=|         11|          9|        150|     32856630.50|         87|00:00:11|+0.03|0.12|0.8569|
|=|          9|          9|        150|     32863737.73|         91|00:00:11|+0.05|0.14|0.8354|
|=|          1|          9|        150|     32910971.75|         95|00:00:11|+0.06|0.14|0.8188|
|=|         13|          9|        136|     32894114.77|        104|00:00:27|+0.07|0.14|0.8036|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
Best-so-far configuration:         136    mean value:      32894114.77
Description of the best-so-far configuration:
    .ID. algorithm localsearch  alpha   beta    rho ants nnls q0 dlb rasrank elitistants time .PARENT.
136  136        as           3 3.9196 0.3768 0.9887    8   22 NA   1      NA          NA    5       98

# 2026-09-02 09:10:23 BST: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks):
    algorithm localsearch  alpha   beta    rho ants nnls q0 dlb rasrank elitistants time
136        as           3 3.9196 0.3768 0.9887    8   22 NA   1      NA          NA    5
150        as           3 3.7455 2.5667 0.7661   15   15 NA   1      NA          NA    5
120        as           3 3.9042 2.3662 0.8216   13   16 NA   1      NA          NA    5
166        as           3 4.0313 1.4703 0.8952   20   13 NA   1      NA          NA    5
134        as           3 4.2465 1.2228 0.8997   20   10 NA   1      NA          NA    5
# 2026-09-02 09:10:23 BST: Iteration 7 of 7
# experimentsUsed: 961
# remainingBudget: 39
# currentBudget: 39
# nbConfigurations: 7
# Markers:
     x No test is performed.
     c Configurations are discarded only due to capping.
     - The test is performed and some configurations are discarded.
     = The test is performed but no configuration is discarded.
     ! The test is performed and configurations could be discarded but elite configurations are preserved.
     . Alive configurations were already evaluated on this instance and nothing is discarded.
     : All alive configurations are elite, but some need to be evaluated on this instance.

+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
| |   Instance|      Alive|       Best|       Mean best| Exp so far|  W time|  rho|KenW|  Qvar|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
|x|         14|          7|        168|     32545612.00|          7|00:00:21|   NA|  NA|    NA|
|x|          3|          7|        134|     32852335.50|          9|00:00:05|-0.39|0.30|1.1719|
|x|         12|          7|        134|     32803984.33|         11|00:00:05|+0.04|0.36|0.8733|
|x|          2|          7|        134|     32746654.00|         13|00:00:05|-0.09|0.18|0.9327|
|=|         13|          7|        134|     32765043.00|         15|00:00:05|-0.14|0.09|0.9401|
|=|         11|          7|        136|     32740755.67|         17|00:00:05|-0.11|0.08|0.8820|
|=|          8|          7|        136|     32745694.43|         19|00:00:05|-0.04|0.11|0.8408|
|=|          1|          7|        136|     32833238.50|         21|00:00:05|-0.07|0.06|0.8843|
|=|         10|          7|        136|     32855156.56|         23|00:00:05|-0.08|0.04|0.8902|
|=|          6|          7|        136|     32843820.90|         25|00:00:05|-0.08|0.02|0.9019|
|=|          5|          7|        136|     32861225.27|         27|00:00:05|-0.07|0.03|0.8956|
|=|          7|          7|        150|     32864337.08|         29|00:00:05|-0.06|0.02|0.8976|
|=|          4|          7|        167|     32876527.77|         31|00:00:05|-0.06|0.02|0.8939|
|=|          9|          7|        167|     32872656.21|         33|00:00:05|-0.05|0.02|0.8957|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
Best-so-far configuration:         167    mean value:      32872656.21
Description of the best-so-far configuration:
    .ID. algorithm localsearch  alpha   beta    rho ants nnls q0 dlb rasrank elitistants time .PARENT.
167  167        as           3 4.0264 1.6084 0.9609   13   17 NA   1      NA          NA    5      150

# 2026-09-02 09:11:56 BST: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks):
    algorithm localsearch  alpha   beta    rho ants nnls q0 dlb rasrank elitistants time
167        as           3 4.0264 1.6084 0.9609   13   17 NA   1      NA          NA    5
136        as           3 3.9196 0.3768 0.9887    8   22 NA   1      NA          NA    5
150        as           3 3.7455 2.5667 0.7661   15   15 NA   1      NA          NA    5
120        as           3 3.9042 2.3662 0.8216   13   16 NA   1      NA          NA    5
166        as           3 4.0313 1.4703 0.8952   20   13 NA   1      NA          NA    5
# 2026-09-02 09:11:56 BST: Stopped because there is not enough budget left to race more than the minimum (5).
# You may either increase the budget or set 'minNbSurvival' to a lower value.
# Iteration: 8
# nbIterations: 8
# experimentsUsed: 994
# timeUsed: 0
# remainingBudget: 6
# currentBudget: 6
# number of elites: 5
# nbConfigurations: 5
# Total CPU user time: 5353.846, CPU sys time: 71.943, Wall-clock time: 2805.523
# 2026-09-02 09:11:56 BST: Starting post-selection:
# Configurations selected: 167, 136, 150, 120, 166, 134.
# Pending instances: 0, 0, 0, 0, 0, 0.
# 2026-09-02 09:11:56 BST: seed: 687542627
# Configurations: 6
# Available experiments: 6
# minSurvival: 1
# Markers:
     x No test is performed.
     c Configurations are discarded only due to capping.
     - The test is performed and some configurations are discarded.
     = The test is performed but no configuration is discarded.
     ! The test is performed and configurations could be discarded but elite configurations are preserved.
     . Alive configurations were already evaluated on this instance and nothing is discarded.
     : All alive configurations are elite, but some need to be evaluated on this instance.

+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
| |   Instance|      Alive|       Best|       Mean best| Exp so far|  W time|  rho|KenW|  Qvar|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
|.|          8|          6|        136|     32775327.00|          0|00:00:00|   NA|  NA|    NA|
|.|          7|          6|        136|     32862533.00|          0|00:00:00|-0.49|0.26|1.3087|
|.|         12|          6|        136|     32836227.33|          0|00:00:00|-0.09|0.28|1.0081|
|.|         14|          6|        136|     32775999.50|          0|00:00:00|+0.17|0.38|0.7847|
|.|         13|          6|        136|     32767709.20|          0|00:00:00|+0.19|0.35|0.7123|
|.|          2|          6|        136|     32720977.50|          0|00:00:00|-0.01|0.16|0.8085|
|.|          4|          6|        136|     32753810.86|          0|00:00:00|-0.03|0.12|0.8379|
|.|          6|          6|        136|     32752309.50|          0|00:00:00|-0.06|0.07|0.8678|
|.|          3|          6|        136|     32796719.78|          0|00:00:00|-0.05|0.07|0.8750|
|.|          9|          6|        136|     32801525.80|          0|00:00:00|-0.07|0.04|0.8796|
|.|         10|          6|        136|     32822341.73|          0|00:00:00|-0.07|0.03|0.8719|
|.|          1|          6|        136|     32874317.17|          0|00:00:00|-0.06|0.03|0.8786|
|.|          5|          6|        136|     32886698.08|          0|00:00:00|-0.06|0.02|0.8881|
|.|         11|          6|        136|     32872772.00|          0|00:00:00|-0.06|0.02|0.8764|
|=|         15|          6|        167|     32874477.93|          6|00:00:16|-0.05|0.02|0.8724|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
Best-so-far configuration:         167    mean value:      32874477.93
Description of the best-so-far configuration:
    .ID. algorithm localsearch  alpha   beta    rho ants nnls q0 dlb rasrank elitistants time .PARENT.
167  167        as           3 4.0264 1.6084 0.9609   13   17 NA   1      NA          NA    5      150

# 2026-09-02 09:12:12 BST: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks):
    algorithm localsearch  alpha   beta    rho ants nnls q0 dlb rasrank elitistants time
167        as           3 4.0264 1.6084 0.9609   13   17 NA   1      NA          NA    5
120        as           3 3.9042 2.3662 0.8216   13   16 NA   1      NA          NA    5
136        as           3 3.9196 0.3768 0.9887    8   22 NA   1      NA          NA    5
150        as           3 3.7455 2.5667 0.7661   15   15 NA   1      NA          NA    5
166        as           3 4.0313 1.4703 0.8952   20   13 NA   1      NA          NA    5
# Total CPU user time: 5385.684, CPU sys time: 72.348, Wall-clock time: 2821.706
# Best configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks):
    algorithm localsearch  alpha   beta    rho ants nnls q0 dlb rasrank elitistants time
167        as           3 4.0264 1.6084 0.9609   13   17 NA   1      NA          NA    5
120        as           3 3.9042 2.3662 0.8216   13   16 NA   1      NA          NA    5
136        as           3 3.9196 0.3768 0.9887    8   22 NA   1      NA          NA    5
150        as           3 3.7455 2.5667 0.7661   15   15 NA   1      NA          NA    5
166        as           3 4.0313 1.4703 0.8952   20   13 NA   1      NA          NA    5
# Best configurations as commandlines (first number is the configuration ID; listed from best to worst according to the sum of ranks):
167 --as --localsearch 3 --alpha 4.0264 --beta 1.6084 --rho  0.9609 --ants 13 --nnls 17 --dlb 1 --time 5
120 --as --localsearch 3 --alpha 3.9042 --beta 2.3662 --rho  0.8216 --ants 13 --nnls 16 --dlb 1 --time 5
136 --as --localsearch 3 --alpha 3.9196 --beta 0.3768 --rho  0.9887 --ants 8 --nnls 22 --dlb 1 --time 5
150 --as --localsearch 3 --alpha 3.7455 --beta 2.5667 --rho  0.7661 --ants 15 --nnls 15 --dlb 1 --time 5
166 --as --localsearch 3 --alpha 4.0313 --beta 1.4703 --rho  0.8952 --ants 20 --nnls 13 --dlb 1 --time 5


# Testing of elite configurations: 5
# Testing iteration configurations: TRUE
# 2026-09-02 09:12:12 BST: Testing configurations (in no particular order): 31 9 49 72 98 96 103 120 136 150 134 166 167
    algorithm localsearch  alpha   beta    rho ants nnls     q0 dlb rasrank elitistants time
31        acs           3 4.2717 0.2871 0.9362    6   17 0.9180   1      NA          NA    5
9        mmas           3 3.4904 4.9746 0.5959   13   33     NA   0      NA          NA    5
49        acs           3 4.9439 2.1273 0.2534   22   20 0.3699   1      NA          NA    5
72        acs           3 4.4437 4.8493 0.4563    7   30 0.7766   1      NA          NA    5
98         as           3 3.8410 2.4555 0.8712   17   18     NA   1      NA          NA    5
96        acs           3 3.3244 2.9294 0.6248    5   15 0.9267   1      NA          NA    5
103       acs           3 3.1698 1.1306 0.9584    5   12 0.9530   1      NA          NA    5
120        as           3 3.9042 2.3662 0.8216   13   16     NA   1      NA          NA    5
136        as           3 3.9196 0.3768 0.9887    8   22     NA   1      NA          NA    5
150        as           3 3.7455 2.5667 0.7661   15   15     NA   1      NA          NA    5
134        as           3 4.2465 1.2228 0.8997   20   10     NA   1      NA          NA    5
166        as           3 4.0313 1.4703 0.8952   20   13     NA   1      NA          NA    5
167        as           3 4.0264 1.6084 0.9609   13   17     NA   1      NA          NA    5
# 2026-09-02 09:41:50 BST: Testing results (column number is configuration ID in no particular order):
         seeds       31        9       49       72       98       96      103      120      136      150      134      166      167
1t  1987246585 32749905 33073160 32930475 32986422 32761332 33004115 32934943 32905174 32896944 32811340 32823802 32851188 32845151
2t   415084885 32710952 32771521 32599919 32799886 32538536 32733625 32690959 32605925 32614704 32540269 32661429 32622824 32540694
3t   310098509 33131706 33311738 33263026 33103479 33025023 33168522 33161798 33046905 32993736 32927563 33080150 33036782 33029892
4t  1191891037 32773687 32917625 32815804 32816199 32735053 32933343 32813501 32846394 32833798 32805021 32784169 32748126 32723614
5t  1992920706 32805937 32954742 32959792 32885685 32649573 32963272 32834836 32827010 32770313 32775025 32814691 32682028 32783382
6t  1556635314 32701639 32880447 32821284 32816098 32675167 32623539 32700062 32710163 32559225 32569059 32624450 32587902 32617953
7t   660937021 32913855 33075387 33093041 33016327 32962011 32997899 32870606 32980816 32913250 32938664 32936448 32898217 32850756
8t   627123935 32951942 33081714 33008092 33080891 32868985 32834125 32875231 32877410 32896266 33021560 33054084 32923771 32835412
9t   421925618 33097781 33264852 33036753 33091283 32837161 32927979 33013875 32928827 32944697 32972745 32901321 32822132 32852044
10t 1440918674 32776387 32854968 32882947 32732776 32596401 32679623 32619241 32768911 32791527 32939443 32836283 32734442 32558736
11t  415630090 32840171 33062073 32925106 32903359 32920926 33037613 32907652 32836692 32923413 32891500 32932313 33078269 32953144
12t  786655150 32876549 32731804 32658219 32686426 32662045 32659880 32584460 32662757 32573403 32584310 32573084 32613926 32586139
13t  984347817 32792890 32784999 32766879 32770470 32687410 32736264 32735189 32634940 32619179 32673727 32642861 32719418 32732651
14t  211089707 32588302 32781490 32662935 32853708 32595427 32538913 32557994 32590653 32672775 32639558 32714025 32659158 32647101
15t 2043267046 32829263 33097449 32999037 32938286 32770455 32882840 32845447 32729091 32721627 32693605 32772830 32667912 32649724
16t  911388040 33055355 33178703 33100502 33126217 32967779 32947686 33092793 32867685 32985297 32930280 32954472 32983107 32798223
17t 1946490076 33395788 33397398 33246598 33236109 33116137 33117901 33166439 33224345 33102141 33056812 33115169 33211388 33173750
18t 1569928577 32591674 32719003 32661651 32614252 32521541 32575740 32600864 32512906 32522124 32631070 32470614 32492022 32520419
19t 1187926914 33188590 33154900 33028742 33021588 32942109 32954921 32791771 33011032 33097580 32961340 32991998 33013457 33015111
20t  467003972 32860388 32929898 33012570 32848300 32803740 32828626 32800048 32726014 32725522 32604599 32689489 32732674 32801588
21t 1143235327 32696377 32948212 32836751 32717547 32669401 32662678 32757776 32669751 32597092 32662213 32707333 32584059 32660232
22t 2139328848 32862244 32975313 32944747 32891111 32734522 32790878 32890641 32762185 32730402 32789847 32835451 32768150 32801554
23t 1336400162 32841656 32792532 32840829 32952300 32821930 32843902 32807612 32700161 32797304 32799787 32751023 32882744 32862919
24t  197579087 32805117 32930826 32981580 32841989 32941939 32846746 32928553 33002336 32917024 32878016 32848865 32833006 32850426
25t 1622161044 33163004 33149910 33165425 33126861 33004022 33039027 32996001 32910777 33002641 32914969 32936249 32959208 32941455
26t 1015660437 33037596 33346731 33153912 33137718 33023771 33207244 33111313 33026307 32966551 33036641 33072225 32988382 33002093
27t 1916222549 32887572 33076667 33097669 32959355 32835684 32864644 32776916 32862877 32861951 32786080 32785412 32854044 32709217
28t 1933809701 32824425 33108084 32938348 32822983 32752315 32939268 32885295 32709922 32913755 32687459 32843580 32782412 32799271
29t 1780651132 33144421 33244211 33295222 33244572 33235539 33279036 33117518 32980873 33279886 33222418 33119808 33229746 33055143
30t  527334133 32853822 33001860 33064180 32963126 32797929 32848020 32924648 32749206 32826876 32767583 32848000 32752049 32778647
31t  879873640 33102391 33168835 33337690 33301978 33163554 33076899 33114088 33035085 33018801 33098827 33046268 33045549 33150835
32t 2067737294 32989659 33171487 33180840 32946542 33002516 33015941 32942978 32889407 32893207 32904007 32861470 32929367 32801389
33t 1608280244 32993965 32921454 33002228 32936221 32689530 32936992 32998308 32811658 32834105 32828819 32859057 32894892 32694159
34t  393822372 32740503 32889667 32852592 32826153 32644257 32701105 32761568 32661073 32734482 32650003 32605003 32653877 32637915
35t  932726103 32421034 32637363 32498338 32518357 32385227 32427681 32432778 32383338 32442487 32431843 32472772 32420295 32483555
36t 1590808222 32622246 32745813 32695336 32668345 32598332 32497909 32574275 32471891 32570809 32649049 32534293 32425453 32601710
37t 1982372176 32552385 32740722 32558460 32526345 32410641 32486287 32475945 32321347 32387127 32465270 32532289 32444685 32414100
38t  327392830 32860528 32974748 32953906 32768454 32744922 32843640 32884432 32712182 32667527 32679216 32767449 32580279 32710671
39t 1143693767 32828816 33017788 32888000 32892119 32810122 32942032 32992748 32779845 32777496 32823209 32883748 32758570 32766333
40t  120344916 32467350 32468116 32448362 32503352 32334837 32522252 32433362 32370800 32374213 32277047 32423130 32432412 32349933
41t 1498426593 33228080 33209063 33295168 33055643 33036918 33040606 33105703 32989404 33073463 32902621 32973099 33086439 32978788
42t 1324006684 33082756 33054510 32991354 32977229 32929594 32977750 32955021 32922033 32881460 32978073 32882100 33035102 32945336
43t  156117387 32602545 32562848 32569070 32567204 32582128 32579722 32502390 32474660 32485402 32661308 32561604 32497556 32476916
44t 2123556176 32780766 32887235 32773656 32806115 32749731 32737744 32682232 32677053 32680745 32630216 32785578 32528169 32731436
45t  975149182 33009501 33124459 32949972 32911677 32755277 32829691 32804705 32750872 32771565 32741031 32820493 32863595 32741179
46t  657774990 32659139 32927255 33034700 32826872 32715119 32698481 32758583 32583598 32727063 32694971 32703910 32712218 32685928
47t 1688886839 32608686 32846620 32721676 32677097 32596199 32513701 32619768 32465397 32551850 32497368 32588926 32540344 32545684
48t 1722597766 32588985 32710107 32598849 32724784 32497348 32759009 32563546 32555548 32540113 32517745 32635332 32512177 32504362
49t  545710096 33237686 33300972 33162769 33220226 33077737 33201486 33229654 33179838 33121790 33087736 33078508 33120681 33048639
50t  685987118 32480717 32683174 32557868 32471396 32479003 32487112 32580473 32423664 32433328 32440086 32345774 32485926 32410608
# 2026-09-02 09:41:50 BST: Finished testing
