Artificial intelligence (AI) is an extensive scientific discipline which enables computer
systems to solve problems by emulating complex biological processes such as learning,
reasoning and self-correction. This paper presents a comprehensive review of the
application of AI techniques for improving performance of optical communication systems
and networks. The use of AI-based techniques is first studied in applications related to
optical transmission, ranging from the characterization and operation of network …