Editors:
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10781)
Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)
Conference series link(s): EuroGP: European Conference on Genetic Programming (Part of EvoStar)
Conference proceedings info: EuroGP 2018.
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Table of contents (19 papers)
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Front Matter
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Long Presentations
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Front Matter
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Short Presentations
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Front Matter
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About this book
This book constitutes the refereed proceedings of the 21st European Conference on Genetic Programming, EuroGP 2018, held in Parma, Italy, in April 2018, co-located with the Evo* 2018 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 and applications including analysis of feature importance for metabolomics, semantic methods, evolution of boolean networks, generation of redundant features, ensembles of GP models, automatic design of grammatical representations, GP and neuroevolution, visual reinforcement learning, evolution of deep neural networks, evolution of graphs, and scheduling in heterogeneous networks.Keywords
- artificial intelligence
- evolutionary algorithms
- evolutionary computation
- evolvable hardware
- games
- genetic improvement
- genetic programming
- genetic algorithms
- machine learning
- mathematical programming
- multi-objective optimization
- neural networks
- operations research
- program semantics
- problem solving
- regression
- search and optimization
- self-adaptation
- semantics
- software engineering
Editors and Affiliations
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Universidade Nova de Lisboa, Lisbon, Portugal
Mauro Castelli
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Brno University of Technology, Brno, Czech Republic
Lukas Sekanina
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Victoria University of Wellington, Wellington, New Zealand
Mengjie Zhang
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University of Parma, Parma, Italy
Stefano Cagnoni
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University of Cádiz, Cádiz, Spain
Pablo García-Sánchez
Bibliographic Information
Book Title: Genetic Programming
Book Subtitle: 21st European Conference, EuroGP 2018, Parma, Italy, April 4-6, 2018, Proceedings
Editors: Mauro Castelli, Lukas Sekanina, Mengjie Zhang, Stefano Cagnoni, Pablo García-Sánchez
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-77553-1
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing AG, part of Springer Nature 2018
Softcover ISBN: 978-3-319-77552-4Published: 02 March 2018
eBook ISBN: 978-3-319-77553-1Published: 23 March 2018
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XII, 323
Number of Illustrations: 80 b/w illustrations
Topics: Algorithm Analysis and Problem Complexity, Arithmetic and Logic Structures, Artificial Intelligence, Data Mining and Knowledge Discovery, Data Structures and Information Theory