Advances in swarm intelligence : 14th International Conference, ICSI 2023, Shenzhen, China, July 14-18, 2023, proceedings. Part I

Responsibility: Ying Tan, Yuhui Shi, Wenjian Luo, editors
Publication: Cham : Springer, [2023]
Copyright notice: ©2023
Physical description: 1 online resource (xxiii, 492 pages) : illustrations (chiefly color)
Series: Lecture notes in computer science ; 13968.

Online

Available online

Report a connection problem

Description

Creators/Contributors

Meeting: ICSI (Conference) (14th : 2023 : Shenzhen, China)
Contributor: Tan, Ying, 1964- editor.; Shi, Yuhui, editor.; Luo, Wenjian, editor.

Contents/Summary

Contents

Swarm Robotics and UAV A Blockchain-Based Service-Oriented Framework to Enable Cooperation of Swarm Robots
Collective Behavior for Swarm Robots with Distributed Learning
Exploration of Underwater Environments with a Swarm of Heterogeneous Surface Robots
Integrating Reinforcement Learning and Optimization Task: Evaluating an agent to dynamically select PSO communication topology
Filho Swarm Multi-agent Trapping Multi-target Control with Obstacle Avoidance
A Novel Data Association Method for Multi-target Tracking Based on IACA
MACT: Multi-agent Collision Avoidance with Continuous Transition Reinforcement Learning via Mixup
Research on UAV Dynamic Target Tracking with Multi-sensor Position Feedback
Multiple Unmanned Aerial Vehicles Path Planning Based on Collaborative Differential Evolution
Design and Analysis of VLC-OCC-CDMA Rake System with Multiple Sources
x Machine Learning Noise-tolerant Hardware-aware Pruning for Deep Neural Networks
Nature Inspired Algorithm to Promoting Diversity in Recommender Systems
Analysis of SIR Compartmental Model Results with Different Update Strategies
Research on Location Selection of General Merchandise Store Based on Machine Learning
CF-PMSS: Collaborative Filtering Based on Preference Model and Sparrow Search
Asynchronous Federated Learning Framework Based on Dynamic Selective Transmission
Data Mining Small Aerial Target Detection Algorithm Based on Improved YOLOv5
Secondary Pulmonary Tuberculosis Lesions Detection Based on Improved YOLOv5 Networks
Abnormal Traffic Detection based on a Fusion BiGRU Neural Network
A Fabric Defect Detection Model Based on Feature Extraction of Weak Sample Scene
Intrusion Detection Method Based on Complementary Adversarial Generation Network
EEG-Based Subject-Independent Depression Detection Using Dynamic Convolution and Feature Adaptation
Multi-label Ensemble Defense Scheme Based on Negative Correlation
Analysis of the Impact of Mathematics Courses on Professional Courses in Science and Engineering Majors
Intelligent of Clustering Algorithms to Sparseness of One Correlation Network
Routing and Scheduling Problems Monte Carlo Tree Search with Adaptive Estimation for DAG Scheduling
Resource Allocation in Heterogeneous Network with Supervised GNNs
Petrosian Satellite downlink scheduling under breakpoint resume mode
A Repetitive Grouping Max-Min Ant System for Multi-Depot Vehicle Routing Problem with Time Window
Secure Access Method of Power Internet of things based on Zero Trust Architecture
On the Complete Area Coverage Problem of Painting Robots
Reachability Map-based Motion Planning for Robotic Excavation
Reinforced Vision-and-Language Navigation Based on Historical BERT
Stock Prediction and Portfolio Optimization Meta-heuristics for Portfolio Optimization: Part I – Review of Meta-heuristics
Meta-heuristics for Portfolio Optimization: Part II - Empirical Analysis . Hierarchical Node Representation Learning for Stock Prediction
Application of APSO-BP Neural Network Algorithm in Stock Price Prediction
The Research in Credit Risk of Micro and Small Companies with Linear Regression Model
Bo ICSI-Optimization Competition Deep-Layered Differential Evolution
Dual-Population Differential Evolution L-NTADE for ICSI-OC’2023 Competition
Group Simulated Annealing Algorithm for ICSI-OC

Summary

This two-volume set LNCS 13968 and 13969 constitutes the proceedings of the 14th International Conference on Advances in Swarm Intelligence, ICSI 2023, which took place in Shenzhen, China, China, in July 2023. The theme of this year’s conference was “Serving Life with Swarm Intelligence”. The 81 full papers presented were carefully reviewed and selected from 170 submissions. The papers are organized into 12 cohesive sections covering major topics of swarm intelligence research and its development and applications. The papers of the first part cover topics such as: Swarm Intelligence Computing; Swarm Intelligence Optimization Algorithms; Particle Swarm Optimization Algorithms; Genetic Algorithms; Optimization Computing Algorithms; Neural Network Search & Large-Scale Optimization; Multi-objective Optimization

Subjects

Subjects: Swarm intelligence > Congresses.

Bibliographic information

Publication date: 2023
Title variation: ICSI 2023
Series: Lecture notes in computer science, 1611-3349 ; 13968
Note: International conference proceedings; Includes author index
ISBN: 9783031366222 (electronic bk.); 3031366220 (electronic bk.); 9783031366215
DOI: 10.1007/978-3-031-36622-2