EvoSwarm

Stateless Multi-populatonm Algorithm in Docker containers.

Requeriments

1. You need docker, docker-compose
2. A git client
3. Python3

Install

1. Clone this repo

git clone https://github.com/mariosky/EvoSwarm.git

2. From the root of the project:

   You will need to use

    pip3 install -r requirements.txt

to install the needed library files.

Run the service

Your local Redis needs to be stopped before this, because it uses the same port. After docker-compose up, which downloads and starts the services. Wait until the controller is ready:

controller_1  | waiting for experiment
controller_1  | pulling   

Execute an experiment

From another terminal add or modify a json configuration file and add a new experiment to the queue:

python3 run_experiment.py your_conf.json 

To take down the application:

docker-compose down

To restart the application deleting redis data:

docker-compose up --force-recreate

COCO

Run

python3 coco_process_logs.py <EXPERIMENT_ID>

COCO Post-processing

More details in (https://github.com/numbbo/coco)

git clone https://github.com/numbbo/coco.git

python do.py install-postprocessing

python -m cocopp [-o OUTPUT_FOLDERNAME] YOURDATAFOLDER [MORE_DATAFOLDERS]