Genetic Programming
20th European Conference, EuroGP 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceedings
Seiten
2017
|
1st ed. 2017
Springer International Publishing (Verlag)
978-3-319-55695-6 (ISBN)
Springer International Publishing (Verlag)
978-3-319-55695-6 (ISBN)
This book constitutes the refereed proceedings of the 20th European Conference on Genetic Programming, EuroGP 2017, held in Amsterdam, The Netherlands, in April 2017, co-located with the Evo* 2017 events, EvoCOP, EvoMUSART, and EvoApplications.
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.
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.
Erscheinungsdatum | 05.04.2017 |
---|---|
Reihe/Serie | Lecture Notes in Computer Science | Theoretical Computer Science and General Issues |
Zusatzinfo | XII, 359 p. 116 illus. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Gewicht | 569 g |
Themenwelt | Informatik ► Theorie / Studium ► Algorithmen |
Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik | |
Schlagworte | Algorithm analysis and problem complexity • algorithms and data structures • Applications • Artificial Intelligence • artificial intelligence (incl. robotics) • Benchmarks • Business Process • computation by abstract devices • Computer Applications • Computer Science • conference proceedings • Discrete Mathematics • Discrete mathematics in computer science • evolutionary computation • Evolvable Hardware • Genetic algorithms • Genetic improvement • Grammars • Heuristic Methods • Informatics • Information technology: general issues • Linear Programming • machine learning • Mathematical Programming • Maths for computer scientists • Multi-objective Optimisation • Networks • Operations Research • Program Synthesis • Reinforcement Learning • Research • Robotics • self-adaptation • Semantics • Software engineering • User interface design and usability |
ISBN-10 | 3-319-55695-9 / 3319556959 |
ISBN-13 | 978-3-319-55695-6 / 9783319556956 |
Zustand | Neuware |
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