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.