A Novel Memetic Algorithm for Energy-efficient Distributed Heterogeneous Flexible Job Shop Scheduling: Case Studies in UAVs Delivery

Instruction

1. Download pybind11

download pybind11 from https://github.com/pybind/pybind11

2. Compile using Cmake

mkdir build
cd build
cmake ..
make

You will get binary files according to your system and Python version, such as LS.cpython-310-x86_64-linux-gnu.so , LS.cp39-win_amd64.pyd or LS.cpython-39-darwin.so

3. Run

python main.py

Data

Benchmark instances for distributed heterogeneous flexible job-shop scheduling problem

https://github.com/cls1277/DHFJSP-benchmark

PyCode

The pycode folder contains the python version of the code, but it runs slower, which is why the C++ code is implemented. But some of the code has been modified since then, so the C++ code is newer and more comprehensive than the python code.

If you don't know C++ at all, it is recommended to look at the python version. If you have any questions, you need to check the final implementation against the C++ version of the code.

MatlabCode

The matlabcode folder is the MOEA-D code implemented based on MSVC, MatlabR2022b's MFX toolbox and PlatEMO

Citation

comming soon...