This book brings together some of the most impactful researchers in the field of Genetic Programming (GP), each one working on unique and interesting intersections of theoretical development and practical applications of this evolutionary-based machine learning paradigm. Topics of particular interest for this year´s book include powerful modeling techniques through GP-based symbolic regression, novel selection mechanisms that help guide the evolutionary process, modular approaches to GP, and applications in cybersecurity, biomedicine and program synthesis, as well as papers by practitioner of GP that focus on usability and real-world results.
In summary, readers will get a glimpse of the current state of the art in GP research.
| ISBN: | 9789811984594 |
| Publication date: | 12th March 2023 |
| Author: | Leonardo Trujillo |
| Publisher: | Springer Verlag, Singapore |
| Format: | Hardback |
| Pagination: | 262 pages |
| Series: | Genetic and Evolutionary Computation |
| Genres: |
Algorithms and data structures Mathematical theory of computation Biomedical engineering |
This book brings together some of the most impactful researchers in the field of Genetic Programming (GP), each one working on unique and interesting intersections of theoretical development and practical applications of this evolutionary-based machine learning paradigm. Topics of particular interest for this year´s book include powerful modeling techniques through GP-based symbolic regression, novel selection mechanisms that help guide the evolutionary process, modular approaches to GP, and applications in cybersecurity, biomedicine and program synthesis, as well as papers by practitioner of GP that focus on usability and real-world results.
Genetic Programming Theory and Practice XIX features in the following genres: Algorithms and data structures, Mathematical theory of computation, Biomedical engineering
Hardback. £116.99, down from the £129.99 cover price. Not Available.
Genetic Programming Theory and Practice XIX was written by Leonardo Trujillo and published by Springer Verlag, Singapore
Genetic Programming Theory and Practice XIX has 262 pages
Yes it is part of Genetic and Evolutionary Computation series
£116.99, reduced from £129.99. Not Available.