PyEC

PyEC is a framework for evolutionary computing in Python3.

Algorithms

• MOEA/D
• MOEA/D-DE
• Constraint-MOEA/D
• CMOEA/D-DMA
• CMOEA/D-DEDMA
• CMOEA/D-HXDMA

Install

python -m pip install -e .

How to Use

• Optimize

    python example.py -i calc_input.json
  

• Constraint-Optimize

    python const_example.py -i calc_input.json
  

requirement

• python 3.6 >=
• numpy
• matplotlib
• dill
• icecream (for debug)

License

pyec is released under the MIT License.