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: gene expression regulation, novel genetic models for glaucoma, inheritable epigenetics, combinators in genetic programming, sequential symbolic regression, system dynamics, sliding window symbolic regression, large feature problems, alignment in the error space, HUMIE winners, Boolean multiplexer function, and highly distributed genetic programming systems.
Application areas include chemical process control, circuit design, financial data mining and bioinformatics. 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: | 9783319383767 |
| Publication date: | 17th October 2016 |
| Author: | Rick Riolo, William P Worzel, Mark Kotanchek |
| Publisher: | Springer an imprint of Springer International Publishing |
| Format: | Paperback |
| Pagination: | 182 pages |
| Series: | Genetic and Evolutionary Computation |
| Genres: |
Artificial intelligence Algorithms and data structures Computer programming / software engineering |
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: gene expression regulation, novel genetic models for glaucoma, inheritable epigenetics, combinators in genetic programming, sequential symbolic regression, system dynamics, sliding window symbolic regression, large feature problems, alignment in the error space, HUMIE winners, Boolean multiplexer function, and highly distributed genetic programming systems.
Genetic Programming Theory and Practice XII features in the following genres: Artificial intelligence, Algorithms and data structures, Computer programming / software engineering
Paperback. Not Available.
Genetic Programming Theory and Practice XII was written by Rick Riolo, William P Worzel, Mark Kotanchek and published by Springer an imprint of Springer International Publishing
Genetic Programming Theory and Practice XII has 182 pages
Yes it is part of Genetic and Evolutionary Computation series