| Genetic Programming Theory and Practice XV 2018 Edition Contributor(s): Banzhaf, Wolfgang (Editor), Olson, Randal S. (Editor), Tozier, William (Editor) |
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ISBN: 3319905112 ISBN-13: 9783319905112 Publisher: Springer OUR PRICE: $94.99 Product Type: Hardcover - Other Formats Published: July 2018 |
| Additional Information |
| BISAC Categories: - Computers | Intelligence (ai) & Semantics - Computers | Programming - Algorithms - Technology & Engineering | Engineering (general) |
| Dewey: 005.1 |
| Series: Genetic and Evolutionary Computation |
| Physical Information: 0.5" H x 6.14" W x 9.21" (1.02 lbs) 187 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: 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. |