TY - BOOK AU - Banzhaf,Wolfgang AU - Olson,Randal S. AU - Tozier,William AU - Riolo,Rick ED - SpringerLink (Online service) TI - Genetic Programming Theory and Practice XV T2 - Genetic and Evolutionary Computation, SN - 9783319905129 AV - Q334-342 U1 - 006.3 23 PY - 2018/// CY - Cham PB - Springer International Publishing, Imprint: Springer KW - Artificial intelligence KW - Computational intelligence KW - Algorithms KW - Artificial Intelligence KW - Computational Intelligence KW - Algorithm Analysis and Problem Complexity N1 - Acceso multiusuario N2 - 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 UR - http://148.231.10.114:2048/login?url=https://doi.org/10.1007/978-3-319-90512-9 ER -