书目名称 | Genetic Programming Theory and Practice XIX |
编辑 | Leonardo Trujillo,Stephan M. Winkler,Wolfgang Banz |
视频video | |
概述 | Provides a unique combination of theoretical contributions and state-of-the-art real-world problem.Explores the intersection of genetic programming and evolutionary computation in general.Discusses re |
丛书名称 | Genetic and Evolutionary Computation |
图书封面 |  |
描述 | 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.. |
出版日期 | Book 2023 |
关键词 | Genetic Programming; Genetic Programming Theory; Genetic Programming Applications; Symbolic Regression; |
版次 | 1 |
doi | https://doi.org/10.1007/978-981-19-8460-0 |
isbn_softcover | 978-981-19-8462-4 |
isbn_ebook | 978-981-19-8460-0Series ISSN 1932-0167 Series E-ISSN 1932-0175 |
issn_series | 1932-0167 |
copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |