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Applications of Evolutionary Computation

27th European Conference, EvoApplications 2024, Held as Part of EvoStar 2024, Aberystwyth, UK, April 3-5, 2024, Proceedings, Part II
BuchKartoniert, Paperback
409 Seiten
Englisch
Springererschienen am16.04.20242024
The two-volume set LNCS 14634 and 14635 constitutes the refereed proceedings of the 27th European Conference on Applications of Evolutionary Computation, EvoApplications 2024, held as part of EvoStar 2024, in Aberystwyth, UK, April 3-5, 2024, and co-located with the EvoStar events, EvoCOP, EvoMUSART, and EuroGP.The 51 full papers presented in these proceedings were carefully reviewed and selected from 77 submissions. The papers have been organized in the following topical sections: applications of evolutionary computation; analysis of evolutionary computation methods: theory, empirics, and real-world applications; computational intelligence for sustainability; evolutionary computation in edge, fog, and cloud computing; evolutionary computation in image analysis, signal processing and pattern recognition; evolutionary machine learning; machine learning and AI in digital healthcare and personalized medicine; problem landscape analysis for efficient optimization; softcomputing applied to games; and surrogate-assisted evolutionary optimisation.mehr
Verfügbare Formate
BuchKartoniert, Paperback
EUR79,17
BuchKartoniert, Paperback
EUR79,17
E-BookPDF1 - PDF WatermarkE-Book
EUR79,17

Produkt

KlappentextThe two-volume set LNCS 14634 and 14635 constitutes the refereed proceedings of the 27th European Conference on Applications of Evolutionary Computation, EvoApplications 2024, held as part of EvoStar 2024, in Aberystwyth, UK, April 3-5, 2024, and co-located with the EvoStar events, EvoCOP, EvoMUSART, and EuroGP.The 51 full papers presented in these proceedings were carefully reviewed and selected from 77 submissions. The papers have been organized in the following topical sections: applications of evolutionary computation; analysis of evolutionary computation methods: theory, empirics, and real-world applications; computational intelligence for sustainability; evolutionary computation in edge, fog, and cloud computing; evolutionary computation in image analysis, signal processing and pattern recognition; evolutionary machine learning; machine learning and AI in digital healthcare and personalized medicine; problem landscape analysis for efficient optimization; softcomputing applied to games; and surrogate-assisted evolutionary optimisation.
Details
ISBN/GTIN978-3-031-56854-1
ProduktartBuch
EinbandartKartoniert, Paperback
Verlag
Erscheinungsjahr2024
Erscheinungsdatum16.04.2024
Auflage2024
ReiheLecture Notes in Computer Science
Seiten409 Seiten
SpracheEnglisch
IllustrationenXXI, 409 p. 151 illus., 125 illus. in color.
Artikel-Nr.55897005

Inhalt/Kritik

Inhaltsverzeichnis
âEvolutionary Machine Learning: Hindsight Experience Replay with Evolutionary Decision Trees for Curriculum Goal Generation.- Cultivating Diversity: A Comparison of Diversity Objectives in Neuroevolution.- Evolving Reservoirs for Meta Reinforcement Learning.- Hybrid Surrogate Assisted Evolutionary Multiobjective Reinforcement Learning for Continuous Robot Control.- Towards Physical Plausibility in Neuroevolution Systems.- Leveraging More of Biology in Evolutionary Reinforcement Learning.- A Hierarchical Dissimilarity Metric for Automated Machine Learning Pipelines, and Visualizing Search Behaviour.- DeepEMO: A Multi-Indicator Convolutional Neural Network-based Evolutionary Multi-Objective Algorithm.- A Comparative Analysis of Evolutionary Adversarial One-Pixel Attacks.- Robust Neural Architecture Search using Differential Evolution for Medical Images.- Progressive Self-Supervised Multi-Objective NAS for Image Classification.- Genetic Programming with Aggregate Channel Features for Flower Localization Using Limited Training Data.- Evolutionary Multi-Objective Optimization of Large Language Model Prompts for Balancing Sentiments.- Evolutionary Feature-Binning with Adaptive Burden Thresholding for Biomedical Risk Stratification.- An Evolutionary Deep Learning Approach for Efficient Quantum Algorithms Transpilation.- Measuring Similarities in Model Structure of Metaheuristic Rule Set Learners.- Machine Learning and AI in Digital Healthcare and Personalized Medicine: Incremental growth on Compositional Pattern Producing Networks based optimization of biohybrid actuators.- Problem Landscape Analysis for Efficient Optimization: Hilbert Curves for Efficient Exploratory Landscape Analysis Neighbourhood Sampling.- Predicting Algorithm Performance in Constrained Multiobjective Optimization: A Tough Nut to Crack.- On the Latent Structure of the bbob-biobj Test Suite.- Soft Computing applied to Games.- Strategies for Evolving Diverse and Effective Behaviours in Pursuit Domains.- Using Evolution and Deep Learning to Generate Diverse Intelligent Agents.- Vision Transformers for Computer Go.- Surrogate-Assisted Evolutionary Optimisation: Integrating Bayesian and Evolutionary Approaches for Multi-ObjectiveOptimisation.mehr

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