These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. Topics in this volume include: exploiting subprograms in genetic programming, schema frequencies in GP, Accessible AI, GP for Big Data, lexicase selection, symbolic regression techniques, co-evolution of GP and LCS, and applying ecological principles to GP. It also covers several chapters on best practices and lessons learned from hands-on experience. Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results.
Wolfgang Banzhaf & Randal S. Olson
Genetic Programming Theory and Practice XV [PDF ebook]
Genetic Programming Theory and Practice XV [PDF ebook]
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Langue Anglais ● Format PDF ● Pages 187 ● ISBN 9783319905129 ● Taille du fichier 4.8 MB ● Éditeur Wolfgang Banzhaf & Randal S. Olson ● Maison d’édition Springer International Publishing ● Lieu Cham ● Pays CH ● Publié 2018 ● Téléchargeable 24 mois ● Devise EUR ● ID 6413762 ● Protection contre la copie DRM sociale