E-grāmata: Advances in Swarm Intelligence: 14th International Conference, ICSI 2023, Shenzhen, China, July 14-18, 2023, Proceedings, Part I

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-OC2023 Competition.- Group Simulated Annealing Algorithm for ICSI-OC