Genetic Programming

28th European Conference, EuroGP 2025, Held as Part of EvoStar 2025, Trieste, Italy, April 23–25, 2025, Proceedings

AvBing Xue,Luca Manzoni

Häftad, Engelska, 2025

Del 15609 i serien Lecture Notes in Computer Science

727 kr

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Beskrivning

This book constitutes the refereed proceedings of the 28th European Conference on Genetic Programming, EuroGP 2025, held in Trieste, Italy, during April 23–25, 2025 and co-located with the EvoStar events, EvoCOP, EvoMUSART, and EvoApplications.The 10 full papers were and 5 short papers included in this volume were carefully reviewed and selected from 27 submissions.The wide range of topics in this volume reflects the current state of research in the field. The universality of computer programs and their importance in so many areas of our lives means that automating these tasks is an exceptionally ambitious challengewith far-reaching implications.

Produktinformation

Utgivningsdatum:2025-04-23
Mått:155 x 235 x 15 mm
Vikt:417 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:258
Förlag:Springer International Publishing AG
ISBN:9783031899904

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Systemvetenskap och AI inom Data och IT
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Innehållsförteckning

.- Ghost Swarms: Learning Swarm Rules from Environmental Changes Alone..- A Systematic Evaluation of Evolving Highly Nonlinear BooleanFunctions in Odd Sizes..- Exploring the Impact of Data Scale on Mutation Step Size in SLIM-GSGP..- Multi-Objective Evolutionary Design of Explainable EEG Classifier..- On the Effectiveness of Crossover Operators in Cartesian GeneticProgramming..- Population Diversity, Information Theory and Genetic Improvement..- Introducing Crossover in SLIM-GSGP..- Exploring the Integration of Cellular Structures in GeneticProgramming-based Methods..- Ant-based Metaheuristics Struggle to Solve the Cartesian GeneticProgramming Learning Task..- Designing Lookahead Relocation Rules for the Container RelocationProblem with Genetic Programming..- Evolved and Transparent Pipelines for Biomedical Image Classification..- Unified Piecewise Symbolic Regression..- Was Tournament Selection All We Ever Needed? A Critical Reflectionon Lexicase Selection..- The Role of Stepping Stones in MAP-Elites: Insights from SearchTrajectory Networks..- Micro-Step Time-Series Regression: Insights from System IdentificationUsing Symbolic Regression.