Distributed Swarm Intelligence

TL;DR

This paper introduces a scalable, user-friendly distributed platform leveraging Ray for swarm intelligence applications, enabling multiple users to explore and solve optimization problems efficiently.

Contribution

It presents a novel distributed application that combines customizable swarm algorithms with scalable cloud computing for enhanced problem-solving.

Findings

Supports multiple users simultaneously

Offers customizable search space for particles

Utilizes Ray for scalable distributed computing

Abstract

This paper presents the development of a distributed application that facilitates the understanding and application of swarm intelligence in solving optimization problems. The platform comprises a search space of customizable random particles, allowing users to tailor the solution to their specific needs. By leveraging the power of Ray distributed computing, the application can support multiple users simultaneously, offering a flexible and scalable solution. The primary objective of this project is to provide a user-friendly platform that enhances the understanding and practical use of swarm intelligence in problem-solving.