Genetic Programming Theory and Practice XV
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: | 9783030080310 |
|---|---|
| Sprache: | Englisch |
| Seitenzahl: | 187 |
| Produktart: | Kartoniert / Broschiert |
| Herausgeber: | Banzhaf, Wolfgang Olson, Randal S. Riolo, Rick Tozier, William |
| Verlag: | Springer International Publishing |
| Veröffentlicht: | 22.12.2018 |
| Schlagworte: | Artificial Evolution Data Analysis Evolution of Models Genetic Programming Genetic Programming Applications Genetic Programming Theory Machine Learning Program Induction Symbolic Classification Symbolic Regression |
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