https://github.com/drakmord2/node-swarm-intelligence

NodeJS implementation of Swarm Intelligence algorithms
https://github.com/drakmord2/node-swarm-intelligence

artificial-intelligence expressjs gui nodejs swarm-intelligence visualization

Last synced: about 2 months ago
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NodeJS implementation of Swarm Intelligence algorithms

• Host: GitHub
• URL: https://github.com/drakmord2/node-swarm-intelligence
• Owner: Drakmord2
• License: gpl-3.0
• Created: 2018-06-01T08:33:39.000Z (about 8 years ago)
• Default Branch: master
• Last Pushed: 2022-12-07T16:16:01.000Z (over 3 years ago)
• Last Synced: 2025-02-21T15:51:30.291Z (over 1 year ago)
• Topics: artificial-intelligence, expressjs, gui, nodejs, swarm-intelligence, visualization
• Language: JavaScript
• Size: 1.08 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 4
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# 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](https://en.wikipedia.org/wiki/Particle_swarm_optimization))

  

- **Fish School Search** ([FSS](https://en.wikipedia.org/wiki/Fish_School_Search))

- **Artificial Bee Colony** ([ABC](https://en.wikipedia.org/wiki/Artificial_bee_colony_algorithm))

  

## How to use

The quickest way to get started is by starting a [Docker](https://www.docker.com/what-docker) 

container with docker-compose.

```bash

$> 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.

![Web Interface](https://github.com/Drakmord2/node-swarm-intelligence/blob/master/src/public/images/main.png)

- **REST API**

  - Using a tool like [Postman](https://www.getpostman.com/) 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```