Mercurial > hg > nsaunier > traffic-intelligence

annotate scripts/nomad/optimize-with-nomad.py @ 1209:2064e52019db

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work on TTC for BEV
author Nicolas Saunier <nicolas.saunier@polymtl.ca>
date Wed, 26 Apr 2023 23:36:32 -0400
parents 7117a31555c1
children
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7117a31555c1 Etienne Beauchamp s work on optimization with Nomad software
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents:
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1 import os
7117a31555c1 Etienne Beauchamp s work on optimization with Nomad software
Nicolas Saunier <nicolas.saunier@polymtl.ca>
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2 import argparse
7117a31555c1 Etienne Beauchamp s work on optimization with Nomad software
Nicolas Saunier <nicolas.saunier@polymtl.ca>
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3
7117a31555c1 Etienne Beauchamp s work on optimization with Nomad software
Nicolas Saunier <nicolas.saunier@polymtl.ca>
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4 parser = argparse.ArgumentParser(description='The program is used to select the type of tracking to run with '
7117a31555c1 Etienne Beauchamp s work on optimization with Nomad software
Nicolas Saunier <nicolas.saunier@polymtl.ca>
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5 'tracking-mota.py with NOMAD',
7117a31555c1 Etienne Beauchamp s work on optimization with Nomad software
Nicolas Saunier <nicolas.saunier@polymtl.ca>
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6 epilog='''NOMAD - A blackbox optimization software:
7117a31555c1 Etienne Beauchamp s work on optimization with Nomad software
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents:
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7 C. Audet, S. Le Digabel, C. Tribes and V. Rochon Montplaisir. The NOMAD project.
7117a31555c1 Etienne Beauchamp s work on optimization with Nomad software
Nicolas Saunier <nicolas.saunier@polymtl.ca>
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8 Software available at https://www.gerad.ca/nomad.
7117a31555c1 Etienne Beauchamp s work on optimization with Nomad software
Nicolas Saunier <nicolas.saunier@polymtl.ca>
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9
7117a31555c1 Etienne Beauchamp s work on optimization with Nomad software
Nicolas Saunier <nicolas.saunier@polymtl.ca>
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10 S. Le Digabel. Algorithm 909: NOMAD: Nonlinear Optimization with the MADS algorithm.
7117a31555c1 Etienne Beauchamp s work on optimization with Nomad software
Nicolas Saunier <nicolas.saunier@polymtl.ca>
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11 ACM Transactions on Mathematical Software, 37(4):44:1–44:15, 2011.''',
7117a31555c1 Etienne Beauchamp s work on optimization with Nomad software
Nicolas Saunier <nicolas.saunier@polymtl.ca>
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12 formatter_class=argparse.RawDescriptionHelpFormatter)
7117a31555c1 Etienne Beauchamp s work on optimization with Nomad software
Nicolas Saunier <nicolas.saunier@polymtl.ca>
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13
7117a31555c1 Etienne Beauchamp s work on optimization with Nomad software
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents:
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14 parser.add_argument('-t', dest='intersections', nargs = '*', type = str, help='name of the intersection for which '
7117a31555c1 Etienne Beauchamp s work on optimization with Nomad software
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents:
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15 'the optimization is meant to be ran',
7117a31555c1 Etienne Beauchamp s work on optimization with Nomad software
Nicolas Saunier <nicolas.saunier@polymtl.ca>
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16 required=True)
7117a31555c1 Etienne Beauchamp s work on optimization with Nomad software
Nicolas Saunier <nicolas.saunier@polymtl.ca>
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17 parser.add_argument('--optimize-grouping-only', dest='optimizeGroupingOnly',
7117a31555c1 Etienne Beauchamp s work on optimization with Nomad software
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents:
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18 help='optimize only the grouping parameters and not the ones associated with feature tracking',
7117a31555c1 Etienne Beauchamp s work on optimization with Nomad software
Nicolas Saunier <nicolas.saunier@polymtl.ca>
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19 action='store_true')
7117a31555c1 Etienne Beauchamp s work on optimization with Nomad software
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents:
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20
7117a31555c1 Etienne Beauchamp s work on optimization with Nomad software
Nicolas Saunier <nicolas.saunier@polymtl.ca>
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21 args = parser.parse_args()
7117a31555c1 Etienne Beauchamp s work on optimization with Nomad software
Nicolas Saunier <nicolas.saunier@polymtl.ca>
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22
7117a31555c1 Etienne Beauchamp s work on optimization with Nomad software
Nicolas Saunier <nicolas.saunier@polymtl.ca>
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23 with open('arguments.txt', 'w') as f:
7117a31555c1 Etienne Beauchamp s work on optimization with Nomad software
Nicolas Saunier <nicolas.saunier@polymtl.ca>
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24 f.write(str(args.intersections))
7117a31555c1 Etienne Beauchamp s work on optimization with Nomad software
Nicolas Saunier <nicolas.saunier@polymtl.ca>
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25 f.write("\n")
7117a31555c1 Etienne Beauchamp s work on optimization with Nomad software
Nicolas Saunier <nicolas.saunier@polymtl.ca>
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26 f.write(str(args.optimizeGroupingOnly))
7117a31555c1 Etienne Beauchamp s work on optimization with Nomad software
Nicolas Saunier <nicolas.saunier@polymtl.ca>
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27
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Nicolas Saunier <nicolas.saunier@polymtl.ca>
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28 os.system('nomad nomad-parameters.txt initial-parameters.txt')
7117a31555c1 Etienne Beauchamp s work on optimization with Nomad software
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