International Journal of Swarm Intelligence and Evolutionary Computation

Abstract

The Bio-Inspired Symphony: How Nature's Swarms Fuel Innovation in Artificial Intelligence Design

Adrián Lauren

The field of Swarm Intelligence is deeply rooted in the observation and emulation of collective behaviors found throughout the natural world. From the intricate coordination of ant colonies building complex nests to the synchronized movements of bird flocks navigating vast distances, nature provides a rich tapestry of examples where simple individual agents, following basic rules, give rise to remarkably sophisticated global intelligence. This bio-inspired approach has not only led to the development of powerful optimization algorithms like ACO and PSO but also continues to serve as a wellspring of inspiration for the design of novel Artificial Intelligence architectures and problem-solving paradigms.

Received Date: 2025-04-18