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Applications of Evolutionary Computation

E-BookPDF1 - PDF WatermarkE-Book
Englisch
Springer International Publishingerschienen am23.03.20242024
Verfügbare Formate
BuchKartoniert, Paperback
EUR117,69
BuchKartoniert, Paperback
EUR79,17
E-BookPDF1 - PDF WatermarkE-Book
EUR106,99
E-BookPDF1 - PDF WatermarkE-Book
EUR79,17
E-BookPDF1 - PDF WatermarkE-Book
EUR79,17

Produkt

Details
Weitere ISBN/GTIN9783031568558
ProduktartE-Book
EinbandartE-Book
FormatPDF
Format Hinweis1 - PDF Watermark
FormatE107
Erscheinungsjahr2024
Erscheinungsdatum23.03.2024
Auflage2024
ReiheLecture Notes in Computer Science
Reihen-Nr.14635
SpracheEnglisch
Dateigrösse45521 Kbytes
IllustrationenXXI, 409 p. 151 illus., 125 illus. in color.
Artikel-Nr.14219741
Rubriken
Genre9200

Inhalt/Kritik

Inhaltsverzeichnis
¿Evolutionary 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-Objective
Optimisation.mehr

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