Advances in Swarm Intelligence

Table of Contents

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   Book Overview
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   Chapter 1 A Blockchain-Based Service-Oriented Framework to Enable Cooperation of Swarm Robots
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   Chapter 2 Collective Behavior for Swarm Robots with Distributed Learning
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   Chapter 3 Exploration of Underwater Environments with a Swarm of Heterogeneous Surface Robots
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   Chapter 4 Integrating Reinforcement Learning and Optimization Task: Evaluating an Agent to Dynamically Select PSO Communication Topology
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   Chapter 5 Swarm Multi-agent Trapping Multi-target Control with Obstacle Avoidance
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   Chapter 6 A Novel Data Association Method for Multi-target Tracking Based on IACA
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   Chapter 7 MACT: Multi-agent Collision Avoidance with Continuous Transition Reinforcement Learning via Mixup
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   Chapter 8 Research on UAV Dynamic Target Tracking with Multi-sensor Position Feedback
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    Chapter 9 Multiple Unmanned Aerial Vehicles Path Planning Based on Collaborative Differential Evolution
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    Chapter 10 Design and Analysis of VLC-OCC-CDMA Rake System
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    Chapter 11 Noise-Tolerant Hardware-Aware Pruning for Deep Neural Networks
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    Chapter 12 Pyrorank: A Novel Nature-Inspired Algorithm to Promote Diversity in Recommender Systems
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    Chapter 13 Analysis of SIR Compartmental Model Results with Different Update Strategies
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    Chapter 14 Research on Location Selection of General Merchandise Store Based on Machine Learning
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    Chapter 15 CF-PMSS: Collaborative Filtering Based on Preference Model and Sparrow Search
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    Chapter 16 Asynchronous Federated Learning Framework Based on Dynamic Selective Transmission
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    Chapter 17 Small Aerial Target Detection Algorithm Based on Improved YOLOv5
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    Chapter 18 Secondary Pulmonary Tuberculosis Lesions Detection Based on Improved YOLOv5 Networks
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    Chapter 19 Abnormal Traffic Detection Based on a Fusion BiGRU Neural Network
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    Chapter 20 A Fabric Defect Detection Model Based on Feature Extraction of Weak Sample Scene
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    Chapter 21 Intrusion Detection Method Based on Complementary Adversarial Generation Network
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    Chapter 22 EEG-Based Subject-Independent Depression Detection Using Dynamic Convolution and Feature Adaptation
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    Chapter 23 Multi-label Adversarial Defense Scheme Based on Negative Correlation Ensemble
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    Chapter 24 Analysis of the Impact of Mathematics Courses on Professional Courses in Science and Engineering Majors
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    Chapter 25 Intelligent System Reliability Modeling Methods
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    Chapter 26 Sensitivity of Clustering Algorithms to Sparseness of One Correlation Network
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    Chapter 27 Monte Carlo Tree Search with Adaptive Estimation for DAG Scheduling
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    Chapter 28 Resource Allocation in Heterogeneous Network with Supervised GNNs
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    Chapter 29 Satellite Downlink Scheduling Under Breakpoint Resume Mode
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    Chapter 30 A Repetitive Grouping Max-Min Ant System for Multi-Depot Vehicle Routing Problem with Time Window
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    Chapter 31 Secure Access Method of Power Internet of Things Based on Zero Trust Architecture
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    Chapter 32 On the Complete Area Coverage Problem of Painting Robots
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    Chapter 33 Reachability Map-Based Motion Planning for Robotic Excavation
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    Chapter 34 Reinforced Vision-and-Language Navigation Based on Historical BERT
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    Chapter 35 Meta–heuristics for Portfolio Optimization: Part I — Review of Meta–heuristics
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    Chapter 36 Meta-heuristics for Portfolio Optimization: Part II—Empirical Analysis
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    Chapter 37 Hierarchical Node Representation Learning for Stock Prediction
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    Chapter 38 Application of APSO-BP Neural Network Algorithm in Stock Price Prediction
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    Chapter 39 The Research in Credit Risk of Micro and Small Companies with Linear Regression Model
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    Chapter 40 Deep-Layered Differential Evolution
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    Chapter 41 Dual-Populatuion Differential Evolution L-NTADE for ICSI-OC’2023 Competition
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    Chapter 42 Group Simulated Annealing Algorithm for ICSI-OC 2022