mnabywan / genetic-island-computation

Project for Computational Intelligence course

Genetic island computation

Project for IO 2021

How to run

1. Run rabbitmq

docker-compose up

Rabbitmq is available on localhost:15762.

2. Create queues using command

cd utils
python prepare_queues_2.py 

It creates queues based on configurations file algorithm/configurations/algorithm_configuration.json. You can also change that file (I will update instructions soon):

3. Run islands. In e.g. 3 (number_of_islands parameter in configuration json file) terminals run commands:

#(if number_of_islands == 2 then island = 0 or 1 or 2)
python run_algorithm.py <island> 

Todo

1. Add information, from which island and which epoque comes migrant.
2. Add more configuration json files to match different topologies (star, ring, mesh).
3. Test for e.g. 10 islands
4. Add script for running multiple islands automatically.
5. Do some viusualisation on function Rastrigin 2-dim to show solutions and indicate migrants with different color.

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Old ones:

1. Add creating queues using docker-compose. I tried to do that in utils/prepare_queues.py and utils/Dockerfile_prepare_queues but after adding service in docker-compose container exits. We should wait for rabbitmq being available.

2. Run islands from docker-compose as well as creating queues.