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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.
This volume presents the cutting edge of research in Genetic Programming, as showcased at the 20th European Conference (EuroGP 2017). The proceedings compile 14 revised full papers and 8 poster papers that were selected from 32 submissions, reflecting the diverse and active state of the field. The research spans a broad spectrum of topics, including program synthesis, genetic improvement, grammatical representations, self-adaptation, multi-objective optimization, program semantics, search landscapes, mathematical programming, and applications in games, operations research, networks, and evolvable hardware. This collection offers a comprehensive overview of current advancements and challenges in genetic programming.
This collection of papers from EuroGP 2017 offers a snapshot of the current research landscape in genetic programming. The breadth of topics covered, from theoretical aspects like search landscapes and program semantics to practical applications in areas such as games and evolvable hardware, suggests a field with both deep theoretical underpinnings and wide-ranging applicability. The inclusion of both full papers and poster presentations indicates a vibrant community actively exploring new methodologies and problem domains within genetic programming.
Page Count:
359
Publication Date:
2017-03-14
Publisher:
Springer Nature
ISBN-10:
3319556967
ISBN-13:
9783319556963
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