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16th ICSI 2025: Yokohama, Japan - Part I
- Ying Tan
, Yuhui Shi
Advances in Swarm Intelligence - 16th International Conference on Swarm Intelligence, ICSI 2025, Yokohama, Japan, July 11-15, 2025, Proceedings, Part I. Lecture Notes in Computer Science 16011, Springer 2026, ISBN 978-981-95-0981-2
Particle Swarm Optimization
- Lauren Trinder-Smith, Andries P. Engelbrecht:
An Empirical Analysis of Particle Swarm Optimisation Approaches for Multi-objective Optimisation. 3-17 - Wenjie Yi, Ying Chen, Xinru He, Gustave Florentin Nkoulou Mvondo, Xusheng Wu:
An Improved Particle Swarm Optimization Algorithm for Vehicle Routing Problem with Time Windows. 18-30 - Ning Liu, Yang Wang, Gustave Florentin Nkoulou Mvondo, Ben Niu:
Density-Aware and Particle Swarm Optimized WGAN for Medical Insurance Fraud Detection. 31-42 - Tetsuya Sato, Kenta Shiomi, Eisuke Kita:
Application of PSO for Hyperparameter Optimization of Convolutional Neural Network. 43-52
Swarm Optimization Algorithms
- Xiangrui Meng
A GPU Implementation of Multi-guiding Spark Fireworks Algorithm for Efficient Black-Box Neural Network Optimization. 55-66 - Jianjun Cao, Peihao Wang, Nianfeng Weng, Zhen Yuan, Suting Chen:
TDRSolver: Confidentiality-Preserving Repair of Inconsistent Data in Temporal Knowledge Graphs Using Ant Colony Optimization. 67-78 - Akemi Gálvez
Cuckoo Search Algorithm for Chaos Control of Two-Dimensional Chaotic Maps. 79-91 - Hong Zhao, Ying Li, Wenjie Xiao, Wenrui Li:
Population Initialization of Genetic Algorithm Based on Chaotic Mapping: Diversity Research and Boundary Effect Optimization. 92-103 - Beena S. Lawrence, S. S. Vinod Chandra:
Wild Hounds Optimization Algorithm: A Novel Population-Based Meta-heuristic for Function Optimization. 104-115 - Vincenzo Cutello
A Weighted Binary String Benchmark to Assess the Efficiency of Stochastic Search Processes. 116-127 - Yang Cao
Enhancing Competitive Swarm Optimization Through Time-Adaptive Selection Between Adjacency-Guided and Random Strategies. 128-139 - Sanjai Pathak
Quantum-Enhanced Harris Hawks Optimization: A Next-Generation Metaheuristic. 140-155 - Yuriy V. Pershin
Digital Memcomputing with Frog Jumps. 156-167
Swarm of Large Language Models
- Yajing Tan, Qiqi Duan, Lijun Sun, Yuhui Shi:
Multi-scale Swarm of Large Language Models for Python Code Generation. 171-180 - Ettilla Mohiuddin Eumi
SwarmChat: An LLM-Based, Context-Aware Multimodal Interaction System for Robotic Swarms. 181-192 - Jingwu Xiao, Wenhui Hu, Xueyang Liu, Yingjie Liu:
MS-RL-CoT: Multi-source Feedback for Medical LLMs. 193-204 - Yukai Li, Xiaohang Li, Xu Cao, Yuan Si, Jing Li, Ju Liu:
Extending Pre-trained ASR Models to Cross-Modal and Cross-Lingual Speech-Text Retrieval. 205-216 - José Araque-Gallardo
Performance Evaluation of Pretrained Convolutional Neural Networks for Diabetic Macular Edema Diagnosis in Retinal Fundus Imaging. 217-229
Agent and Multi-agents
- Feng Liu
Agent: Redefining the Fundamental Units of Universe. 233-242 - Noah Mamié
The Society of HiveMind: Multi-agent Optimization of Foundation Model Swarms to Unlock the Potential of Collective Intelligence. 243-254 - Haonan Xu, Zhixin Wang, Quan Xu
Quasi-consensus of Heterogeneous Multi-agent Systems with Time Delay via Aperiodically Intermittent Adaptive Control. 255-267 - Jiali Chen, Ying Tan:
ME-RAG: Multiagent Ecclesia for Retrieval Augmented Generation. 268-277 - Xiaofei Yang, Chenyu Wang, Jintao Hu, Xiaodong Liu:
Prescribed Performance Cooperative Guidance for Multi-vehicle Against Maneuvering Target. 278-289
Vehicle Routing
- Vivekanand Pandey
Vehicle Routing for Perishable Food with Freshness Preservation: A Heuristic-Enhanced NSGA-II. 293-305 - Ben Niu, Xinru He, Yiming Pan, Mijat Kustudic, Xusheng Wu:
An Improved Hybrid Ant Colony Optimization for Vehicle Routing Problem with Time Windows. 306-320 - Shibo Su, Min Yu, Yuanzhe Cui, Zikang Dong, Qirong Tang:
A Novel Path Planning Method for Underactuated AUV Docking Based on Bézier Curve and RP-PSO. 321-331 - Chin-Yu Shih, Frederick Kin Hing Phoa
Shipping Time Optimization for Vehicle Routing Problem in Logistic Delivery Industry via Swarm Intelligence. 332-342 - Yuanjie Di, Min Yu, Yuanzhe Cui, Shibo Su, Qirong Tang:
A Robust Region-Based Controller for an Underwater Vehicle-Manipulator System. 343-352 - Zhicheng Yang, Benlian Xu, Suting Le, Mingli Lu, Jinliang Cong, Jian Shi:
Thermal-Aware CBS for Multi-AGV Path Planning in Semiconductor Intelligent Warehousing. 353-365
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