Application of Artificial Intelligence for Swarm Systems Managment

The use of artificial intelligence methods in swarm systems of unmanned aerial vehicles is studied. The basic artificial intelligence (AI) algorithms that ensure adaptive and intelligent swarm behavior are presented, and their application in real-world scenarios is analyzed. Par-ticular attention is paid to the current problems and limitations of swarm systems, such as sys-tem scalability, communication reliability, adaptation to a dynamic environment, etc. Promis-ing directions for the development of AI-based algorithms aimed at increasing the efficiency, stability, and survivability of swarms are outlined.