Overview
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10196)
Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)
Included in the following conference series:
Conference proceedings info: EuroGP 2017.
Access this book
Tax calculation will be finalised at checkout
Other ways to access
Table of contents (22 papers)
-
Oral Presentations
-
Posters
Other volumes
-
Genetic Programming
Keywords
- artificial intelligence
- evolutionary computation
- machine learning
- mathematical programming
- program synthesis
- benchmarks
- business process
- evolvable hardware
- genetic algorithms
- genetic improvement
- grammars
- heuristic methods
- linear programming
- multi-objective optimisation
- networks
- operations research
- reinforcement learning
- self-adaptation
- semantics
- software engineering
About this book
The 14 revised full papers presented together with 8 poster papers were carefully reviewed and selected from 32 submissions. The wide range of topics in this volume reflects the current state of research in the field. Thus, we see topics and applications including program synthesis, genetic improvement, grammatical representations, self-adaptation, multi-objective optimisation, program semantics, search landscapes, mathematical programming, games, operations research, networks, evolvable hardware, and program synthesis benchmarks.
Editors and Affiliations
Bibliographic Information
Book Title: Genetic Programming
Book Subtitle: 20th European Conference, EuroGP 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceedings
Editors: James McDermott, Mauro Castelli, Lukas Sekanina, Evert Haasdijk, Pablo García-Sánchez
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-55696-3
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing AG 2017
Softcover ISBN: 978-3-319-55695-6Published: 15 March 2017
eBook ISBN: 978-3-319-55696-3Published: 14 March 2017
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XII, 359
Number of Illustrations: 116 b/w illustrations
Topics: Algorithm Analysis and Problem Complexity, Computation by Abstract Devices, Artificial Intelligence, Computer Applications, Discrete Mathematics in Computer Science