03660nam a22005415i 4500 978-981-99-8413-8 DE-He213 20251030111429.0 cr nn 008mamaa 240217s2024 si | s |||| 0|eng d 9789819984138 978-981-99-8413-8 10.1007/978-981-99-8413-8 doi Q334-342 TA347.A78 UYQ bicssc COM004000 bisacsh UYQ thema Genetic Programming Theory and Practice XX [electronic resource] / edited by Stephan Winkler, Leonardo Trujillo, Charles Ofria, Ting Hu. 1st ed. 2024. Singapore : Springer Nature Singapore : Imprint: Springer, 2024. XV, 337 p. 107 illus., 94 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Genetic and Evolutionary Computation, 1932-0175 Chapter 1. Symbolic Regression and Real World Applications -- Chapter 2. Program Synthesis with GP plus others -- Chapter 3. Machine learning and GP -- Chapter 4. Grammatical Evolution and Medical Applications of GP -- Chapter 5. Evolved Analytics LLC, Efficient Real-World Problem Solving with Genetic Programming -- Chapter 6. Automatic Machine Learning with GP -- Chapter 7. GP and Cybersecurity -- Transfer Learning and GP -- Chapter 8. Selection Mechanisms in Genetic Programming -- Chapter 9. Evolutionary Computation and Machine Learning. Genetic Programming Theory and Practice 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. Artificial intelligence. 58441 Artificial Intelligence. 58441 Winkler, Stephan. editor. (orcid)0000-0002-5196-4294 https://orcid.org/0000-0002-5196-4294 edt http://id.loc.gov/vocabulary/relators/edt 71144 Trujillo, Leonardo. editor. (orcid)0000-0003-1812-5736 https://orcid.org/0000-0003-1812-5736 edt http://id.loc.gov/vocabulary/relators/edt 71145 Ofria, Charles. editor. edt http://id.loc.gov/vocabulary/relators/edt 71146 Hu, Ting. editor. (orcid)0000-0001-6382-0602 https://orcid.org/0000-0001-6382-0602 edt http://id.loc.gov/vocabulary/relators/edt 71147 SpringerLink (Online service) Springer Nature eBook Printed edition: 9789819984121 Printed edition: 9789819984145 Printed edition: 9789819984152 Genetic and Evolutionary Computation, 1932-0175 66950 https://doi.org/10.1007/978-981-99-8413-8 ZDB-2-SCS ZDB-2-SXCS 57674 57674