NodeJS Swarm Intelligence

NodeJS implementation of Swarm Intelligence algorithms with visualization

Swarm Intelligence

Swarm intelligence (SI) is the collective behavior of decentralized, self-organized systems, natural or artificial. SI systems consist typically of a population of simple agents or boids interacting locally with one another and with their environment. The inspiration often comes from nature, especially biological systems.

Algorithms

• Particle Swarm Optimization (PSO)

• Fish School Search (FSS)

• Artificial Bee Colony (ABC)

How to use

The quickest way to get started is by starting a Docker container with docker-compose.

$> docker-compose up --build

After setting up you can use this software in two ways:

• Web Interface
  • Just type http://localhost:8181 on your browser and you're good to go.

• REST API

  • Using a tool like Postman you can send requests to the NodeJS server and get the raw data for the web interface or the simplified data for convergence graphs.

  • Routes

    • POST /pso /fss /abc
    • POST /pso/stats /fss/stats /abc/stats