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Applications of Evolutionary Computation

E-BookPDF1 - PDF WatermarkE-Book
Englisch
Springer International Publishingerschienen am20.03.20242024
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/GTIN9783031568527
ProduktartE-Book
EinbandartE-Book
FormatPDF
Format Hinweis1 - PDF Watermark
FormatE107
Erscheinungsjahr2024
Erscheinungsdatum20.03.2024
Auflage2024
ReiheLecture Notes in Computer Science
Reihen-Nr.14634
SpracheEnglisch
Dateigrösse35078 Kbytes
IllustrationenXXI, 449 p. 153 illus., 132 illus. in color.
Artikel-Nr.14183251
Rubriken
Genre9200

Inhalt/Kritik

Inhaltsverzeichnis
¿Applications of Evolutionary Computation: Finding Near-Optimal Portfolios With Quality-Diversity.- Improving Image Filter Efficiency: A Multi-Objective Genetic Algorithm Approach to Optimize Computing Efficiency.- Low-Memory Matrix Adaptation Evolution Strategies exploiting gradient information and Lévy flight.- Memory Based Evolutionary Algorithm for Dynamic Aircraft Conflict Resolution.- GM4OS: an Evolutionary Oversampling Approach for Imbalanced Binary Classification Tasks.- Evolving Staff Training Schedules using an Extensible Fitness Function and a Domain Specific Language.- On the Utility of Probing Trajectories for Algorithm-Selection.- Nature-inspired Portfolio Diversification using Ant Brood Clustering.- Cellular Genetic Algorithms for identifying variables in hybrid Gene Regulatory Networks.-Evolving Artificial Neural Networks for Simulating Fish Social Interactions.- Heuristics for Evolutionary Optimization for the Centered Bin Packing Problem.- A Hierarchical Approach to Evolving Behaviour-Trees for Swarm Control.- Evolutionary Algorithms for Optimizing Emergency Exit Placement in Indoor Environments.- Finding sets of solutions for temporal uncertain problems.- Interpretable Solutions for Breast Cancer Diagnosis with Grammatical Evolution and Data Augmentation.- Applying Graph Partitioning-Based Seeding Strategies to Software Modularisation.- A Novel Two-Level Clustering-Based Differential Evolution Algorithm for Training Neural Networks.- Iterated Beam Search for Wildland Fire Suppression.- A New Angle: On Evolving Rotation Symmetric Boolean Functions.- Analysis of Evolutionary Computation Methods: Theory, Empirics, and Real-World Applications: On the Potential of Multi-Objective Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimisation Problems.- A Simple Statistical Test Against Origin-Biased Metaheuristics.- Computational Intelligence for Sustainability: Optimizing Urban Infrastructure for E-Scooter Mobility.- Evolutionary Computation in Edge, Fog, and Cloud Computing: Simple Efficient Evolutionary Ensemble Learning on Network Intrusion Detection Benchmarks.- Evolutionary Computation meets Stream Processing.- Evolutionary Computation in Image Analysis, Signal Processing and Pattern Recognition: Integrating Data Augmentation in Evolutionary Algorithms for Feature Selection: A Preliminary Study.- Evolving Feature Extraction Models for Melanoma Detection: A Co-operative Co-evolution Approach.- 3D Motion Analysis in MRI using a Multi-objective Evolutionary k -means Clustering.mehr

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