Genetic Programming Theory and Practice XX (Record no. 87497)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03490nam a22005415i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-981-99-8413-8 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240730171308.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240217s2024 si | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9789819984138 |
| -- | 978-981-99-8413-8 |
| 082 04 - CLASSIFICATION NUMBER | |
| Call Number | 006.3 |
| 245 10 - TITLE STATEMENT | |
| Title | Genetic Programming Theory and Practice XX |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2024. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | XV, 337 p. 107 illus., 94 illus. in color. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Genetic and Evolutionary Computation, |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Remark 2 | 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. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | 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. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Winkler, Stephan. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Trujillo, Leonardo. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Ofria, Charles. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Hu, Ting. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://doi.org/10.1007/978-981-99-8413-8 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 264 #1 - | |
| -- | Singapore : |
| -- | Springer Nature Singapore : |
| -- | Imprint: Springer, |
| -- | 2024. |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | c |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
| -- | cr |
| -- | rdacarrier |
| 347 ## - | |
| -- | text file |
| -- | |
| -- | rda |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Artificial intelligence. |
| 650 14 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Artificial Intelligence. |
| 700 1# - AUTHOR 2 | |
| -- | (orcid) |
| -- | 0000-0002-5196-4294 |
| 700 1# - AUTHOR 2 | |
| -- | (orcid) |
| -- | 0000-0001-6382-0602 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| -- | 1932-0175 |
| 912 ## - | |
| -- | ZDB-2-SCS |
| 912 ## - | |
| -- | ZDB-2-SXCS |
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