solving constrained optimization problem for the design of engineering systems
Project description
NoLOAD: Non Linear Optimization by Automatic Differentiation
We are happy that you will use or develop the NoLOAD. It is an Open Source project located on GitLab at https://gricad-gitlab.univ-grenoble-alpes.fr/design_optimization/noload It aims at solving constrained optimization problem for the design of engineering systems
Project Presentation
NoLOAD: Please have a look to NoLOAD presentation : https://noload.readthedocs.io/en/latest/
NoLoad' Community
Please use the git issues system to report an error: https://gricad-gitlab.univ-grenoble-alpes.fr/design_optimization/noload Otherwise you can also contact de developer team using the following email adress: benoit.delinchant@G2ELab.grenoble-inp.fr
Installation Help
You can install the library as a user or as a developer. Please follow the corresponding installation steps below.
Prerequisite
Please install Python 3.6 or later https://www.python.org/downloads/
Installation as a user
Please install NoLOAD with pip using the command prompt.
If you are admin on Windows or working on a virtual environment
pip install noload
If you want a local installation or you are not admin
pip install --user noload
If you are admin on Linux:
sudo pip install noload
Launch the examples to understand how the NoLOAD works:
python noload/01-UnconstrainedMonoObjective.py
python noload/02-ConstrainedMonoObjective.py
python noload/03-ConstrainedMultiObjective.py
Enjoy your time using NoLOAD !
Library Installation Requirements
Autograd >= 1.3 Matplotlib >= 3.0 Scipy >= 1.2
Main Authors:
B. DELINCHANT, L. GERBAUD, F. WURTZ
Partners:
Vesta-System: http://vesta-system.fr/
Acknowledgments:
Licence
This code is under the Apache License, Version 2.0
Project details
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