| Title | : | Genetic Programming Theory and Practice XV |
|---|---|---|
| Author | : | Wolfgang Banzhaf, Randal S. Olson, William Tozier & Rick Riolo |
| Release | : | 2018-07-05 |
| Kind | : | ebook |
| Genre | : | Computers & Internet, Books, Computers, Programming, Professional & Technical, Engineering |
| Size | : | 17132283 |
| 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. |
