Overview
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9594)
Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)
Included in the following conference series:
Conference proceedings info: EuroGP 2016.
Buy print copy
About this book
This book constitutes the refereed proceedings of the 19th European Conference on Genetic Programming, EuroGP 2016, held in Porto, Portugal, in March/April 2016 co-located with the Evo*2016 events: EvoCOP, EvoMUSART, and EvoApplications.
The 11 revised full papers presented together with 8 poster papers were carefully reviewed and selected from 36 submissions. The wide range of topics in this volume reflects the current state of research in the field. Thus, we see topics as diverse as semantic methods, recursive programs, grammatical methods, coevolution, Cartesian GP, feature selection, metaheuristics, evolvability, and fitness predictors; and applications including image processing, one-class classification, SQL injection attacks, numerical modelling, streaming data classification, creation and optimisation of circuits, multi-class classification, scheduling in manufacturing and wireless networks.Similar content being viewed by others
Keywords
- automatic programming
- benchmarking
- machine learning
- optimization
- recommender systems
- artificial intelligence
- cartesian genetic programming
- circuit design
- evolutionary computation
- evolvability
- genetic programming
- grammatical methods
- heuristic methods
- image classification
- meta-learning
- numerical modeling
- runtime analysis
- scheduling
- search methods
- software engineering
Table of contents (19 papers)
-
Full Presentations
-
Short Presentations
Other volumes
-
Genetic Programming
Editors and Affiliations
Bibliographic Information
Book Title: Genetic Programming
Book Subtitle: 19th European Conference, EuroGP 2016, Porto, Portugal, March 30 - April 1, 2016, Proceedings
Editors: Malcolm I. Heywood, James McDermott, Mauro Castelli, Ernesto Costa, Kevin Sim
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-30668-1
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2016
Softcover ISBN: 978-3-319-30667-4Published: 24 March 2016
eBook ISBN: 978-3-319-30668-1Published: 23 March 2016
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XII, 311
Number of Illustrations: 96 b/w illustrations
Topics: Algorithm Analysis and Problem Complexity, Computation by Abstract Devices, Artificial Intelligence, Computer Applications, Discrete Mathematics in Computer Science