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.
| ISBN: | 9783319905112 |
| Publication date: | 6th July 2018 |
| Author: | Wolfgang Banzhaf, Randal S Olson, William Tozier, Rick Riolo |
| Publisher: | Springer an imprint of Springer International Publishing |
| Format: | Hardback |
| Pagination: | 187 pages |
| Series: | Genetic and Evolutionary Computation |
| Genres: |
Artificial intelligence Algorithms and data structures |
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.
Genetic Programming Theory and Practice XV features in the following genres: Artificial intelligence, Algorithms and data structures
Hardback. Not Available.
Genetic Programming Theory and Practice XV was written by Wolfgang Banzhaf, Randal S Olson, William Tozier, Rick Riolo and published by Springer an imprint of Springer International Publishing
Genetic Programming Theory and Practice XV has 187 pages
Yes it is part of Genetic and Evolutionary Computation series