International Journal of Swarm Intelligence and Evolutionary Computation

Abstract

The Converging Horizon: Hybrid Swarm AI Systems and Their Transformative Real-World Applications

Naokazu Chen

The trajectory of both Swarm Intelligence and Artificial Intelligence points increasingly towards their synergistic integration, paving the way for the development of sophisticated hybrid systems that leverage the unique strengths of each field. These future Swarm AI systems will harness the inherent robustness, adaptability, and scalability of SI in navigating complex and dynamic environments, while simultaneously leveraging the analytical power, learning capabilities, and goal orientedness of AI to guide and optimize collective behavior towards specific objectives. This convergence promises to unlock a wave of transformative applications across a diverse range of domains, impacting nearly every aspect of our lives.

Published Date: 2025-03-14; Received Date: 2025-02-12