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Contains traditional optimization techniques from the field of Multiple-criteria decision-making. For example, methods belonging to the NIMBUS and NAUTILUS families can be found here.

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industrial-optimization-group/desdeo-mcdm

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desdeo-mcdm

Contains interactive optimization methods for solving multiobjective optimization problems. This package is part of the DESDEO framework.

Installation

For regular users

You can install the desdeo-mcdm package from the Python package index by issuing the command pip install desdeo-mcdm.

For developers

Requires poetry. See pyproject.toml for Python package requirements. To install and use the this package with poetry, issue the following command:

  1. git clone https://github.com/industrial-optimization-group/desdeo-mcdm
  2. cd desdeo-mcdm
  3. poetry shell
  4. poetry install

Documentation

Documentation for this package can be found here

Currently implemented interactive methods

  • Synchronous NIMBUS
  • NAUTILUS Navigator
  • E-NAUTILUS
  • NAUTILUS
  • NAUTILUSv2
  • Reference point method
  • (Convex) pareto navigator
  • PAINT

Citation

If you decide to use DESDEO is any of your works or research, we would appreciate you citing the appropiate paper published in IEEE Access (open access).

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Contains traditional optimization techniques from the field of Multiple-criteria decision-making. For example, methods belonging to the NIMBUS and NAUTILUS families can be found here.

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