This book presents the latest research in Genetic Programming from the 22nd European Conference. The 12 revised full papers and 6 short papers were selected from 36 submissions, reflecting the current state of research in the field. The collection highlights real-world applications from 2019, demonstrating the practical impact of genetic programming across various domains. The papers cover a broad spectrum of topics, showcasing the versatility and ongoing development of this computational intelligence technique.

This collection of papers represents a snapshot of the state-of-the-art in genetic programming as presented at EuroGP 2019. The focus on real-world applications suggests a practical orientation, appealing to researchers and practitioners seeking to understand the current capabilities and deployment of genetic programming techniques. The diversity of topics covered indicates the broad applicability of genetic programming across engineering, computer science, and environmental monitoring fields. The rigorous peer-review process ensures the quality and relevance of the included research.