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Advances in Swarm Intelligence

15th International Conference on Swarm Intelligence, ICSI 2024, Xining, China, August 23-26, 2024, Proceedings, Part II
BuchKartoniert, Paperback
452 Seiten
Englisch
Springererschienen am21.08.20242024
This two-volume set LNCS 14788 and 14789 constitutes the refereed post-conference proceedings of the 15th International Conference on Advances in Swarm Intelligence, ICSI 2024, held in Xining, China, during August 23-26, 2024.The 74 revised full papers presented in these proceedings were carefully reviewed and selected from 156 submissions. The papers are organized in the following topical sections:Part I - Particle swarm optimization; Swarm intelligence computing; Differential evolution; Evolutionary algorithms; Multi-agent reinforcement learning & Multi-objective optimization.Part II - Route planning problem; Machine learning; Detection and prediction; Classification; Edge computing; Modeling and optimization & Analysis of review.mehr
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BuchKartoniert, Paperback
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BuchKartoniert, Paperback
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Produkt

KlappentextThis two-volume set LNCS 14788 and 14789 constitutes the refereed post-conference proceedings of the 15th International Conference on Advances in Swarm Intelligence, ICSI 2024, held in Xining, China, during August 23-26, 2024.The 74 revised full papers presented in these proceedings were carefully reviewed and selected from 156 submissions. The papers are organized in the following topical sections:Part I - Particle swarm optimization; Swarm intelligence computing; Differential evolution; Evolutionary algorithms; Multi-agent reinforcement learning & Multi-objective optimization.Part II - Route planning problem; Machine learning; Detection and prediction; Classification; Edge computing; Modeling and optimization & Analysis of review.
Details
ISBN/GTIN978-981-97-7183-7
ProduktartBuch
EinbandartKartoniert, Paperback
Verlag
Erscheinungsjahr2024
Erscheinungsdatum21.08.2024
Auflage2024
ReiheLecture Notes in Computer Science
Seiten452 Seiten
SpracheEnglisch
Gewicht715 g
IllustrationenXXII, 452 p. 161 illus., 132 illus. in color.
Artikel-Nr.56494807

Inhalt/Kritik

Inhaltsverzeichnis
.- Route Planning Problem..- Solving the Traveling Salesman Problem for Efficient Route Planning through Swarm Intelligence Based Optimization..- An Improved Genetic Algorithm for Vehicle Routing Problem with Time Window Requirements..- Automated Planning and Scheduling with Swarm Intelligence..- Grouping and Angle Partitioning-Based Coverage Path Planning for Swarm Robots Using Only Local Communication..- A Hyper-heuristic Algorithm Based on Q-learning for 3D Drone Trajectory Planning..- Machine Learning..- Robust Heterogeneous Federated Learning via Data-Free Knowledge Amalgamation..- Efficient Multilevel Spatial Co-location Pattern Discovery Based on Density-wise Clustering and MC-Hash Structure..- Multiple Machine Learning Methods with Correlation Analysis for Short-term River Water Quality Prediction..- FGFL: Fine-Grained Federated Learning based on Neural Architecture Search for Heterogeneous Clients..- Federated Neural Architecture Search with Hierarchical Progressive Acceleration for Medical Image Segmentation..- IS-SQL: Knowledge-Enhanced In-Context Learning and Self Correction of Text-to-SQL..- Research on the Operation Strategy of S Internet Hospital Based on Business Intelligence..- Complex Network-based Decision-making Analysis of Strikes on Important Nodes of a Typical Kill Chain..- Pixel Importance-based Transfer Adversarial Attack..- Data-Driven Intervention Strategies for Mitigating Illegal Wildlife Trade: A Case Study of the United States..- Detection and Prediction..- Lung Nodule Detection Based on Spike-driven Self-attention YOLO..- Unsupervised Microservice Log Anomaly Detection Method Based on Graph Neural Network..- Deep Learning-based Customer Lifetime Value Prediction in Imbalanced Data Scenarios: A Case Study..- Improving the Accuracy of Predictive Models in Imbalanced Lung Cancer Data..- Classification..- Multimodal Imaging Classification Based on Mixture Model Networks..- Confidence-guided online knowledge distillation for semi-supervised medical image classification..- Research on classification method of construction laws and regulations data..- Identity Authentication Methods Based on User Profiling..- Automatic Hyperspectral Image Clustering using Qutrit Differential Evolution..- Comparative Evaluation of Classification Techniques for Predicting Risk and Recurrence of Thyroid Disorders..- Edge Computing..- Hierarchical Diffusion Teaching-learning-based Optimizer with Variational Autoencoder for Mobile Edge Computing System Optimization..- ESEC: A New Edge Server Selection Algorithm under Muiti-access Edge Computing..- Edge Dynamic Service Offloading Based on Multi-Agent Deep Q Learning..- Modeling and Optimization..- New Design Algorithm: Interactive-Generative Product Design for Shape Generation and Optimization..- Designing a Social Network Framework Utilizing New Swarm and P2P Technologies for Application in Office Automation..- Research on the basic combat round model of over-the-horizon air combat..- An Offline Modeling Approach to Air Combat Maneuvering Policy..- Neural Network Algorithm for Solving Nonlinear Equation Systems..- Heart Failure Mortality Prediction: A Comparative Study of Predictive Modeling Approaches..- Analysis of Review..- Convolutional Neural Networks in Medical Imaging: A Review..- A review of the analysis and evaluation of air combat situation and decision-making methods..- Analyzing the Online Reviews to Explore Recent Trends of the U.S. Automotive Industry by Latent Dirichlet Allocation Method.mehr