Genetic Programming Theory and Practice XVIII

This book provides a comprehensive view of the state-of-the-art in genetic programming (GP), covering topics such as application domains, game playing, symbolic regression, learning strategies, encodings, and selection mechanisms. It includes chapters on best practices and lessons learned from hands-on experience, presenting large-scale real-world applications of GP to various problem domains.

Format: Hardback
Length: 212 pages
Publication date: 12 February 2022
Publisher: Springer Verlag, Singapore

This comprehensive book, penned by esteemed international experts in genetic programming (GP), delves into the intricate interplay between theoretical and empirical findings on real-world problems, offering a holistic perspective on the state-of-the-art in GP. In this edition, the book explores a wide range of critical topics and research questions, including the appropriate application domains for GP-based methods, game playing and co-evolutionary search, symbolic regression and efficient learning strategies, encodings and representations for GP, schema theorems, and innovative selection mechanisms. Additionally, it includes several chapters that shed light on best practices and valuable lessons learned from hands-on experience. Through in-depth presentations of the latest and most significant results, readers will gain a profound understanding of the vast applications of GP across a diverse array of problem domains.

Weight: 512g
Dimension: 235 x 155 (mm)
ISBN-13: 9789811681127
Edition number: 1st ed. 2022