Advances in Swarm Intelligence : 16th International Conference on Swarm Intelligence, ICSI 2025, Yokohama, Japan, July 11–15, 2025, Proceedings, Part I / / edited by Ying Tan, Yuhui Shi

• Autore: Tan Ying
• Pubblicazione: Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2026
• Edizione: 1st ed. 2026.
• Descrizione fisica: 1 online resource (593 pages)
• Disciplina: 006.3824
• Soggetto topico: Computer science; Computer engineering; Computer networks; Machine learning; Computer science - Mathematics; Computational intelligence; Theory of Computation; Computer Engineering and Networks; Machine Learning; Mathematics of Computing; Computational Intelligence
• Altri autori: ShiYuhui
• Nota di contenuto: -- Particle Swarm Optimization. -- An Empirical Analysis of Particle Swarm Optimisation Approaches for Multi-objective Optimisation. -- An Improved Particle Swarm Optimization Algorithm for Vehicle Routing Problem with Time Windows. -- Density-Aware and Particle Swarm Optimized WGAN for Medical Insurance Fraud Detection. -- Application of PSO for Hyperparameter Optimization of Convolutional Neural Network. -- Swarm Optimization Algorithms. -- A GPU Implementation of Multi-Guiding Spark Fireworks Algorithm for Efficient Black-Box Neural Network Optimization. -- TDRSolver: Confidentiality-Preserving Repair of Inconsistent Data in Temporal Knowledge Graphs Using Ant Colony Optimization. -- Cuckoo Search Algorithm for Chaos Control of Two-Dimensional Chaotic Maps. -- Population Initialization of Genetic Algorithms Based on Chaotic Mapping: Diversity Research and Boundary Effect Optimization. -- Wild Hounds Optimization Algorithm: A Novel Population-based Meta-heuristic for Function Optimization. -- A Weighted Binary String Benchmark to Assess the Efficiency of Stochastic Search Processes. -- Enhancing Competitive Swarm Optimization through Time-Adaptive Selection between Adjacency-Guided and Random Strategies. -- Quantum-Enhanced Harris Hawks Optimization: A Next-Generation Metaheuristic. -- Digital Memcomputing with Frog Jumps. -- Swarm of Large Language Models. -- Multi-Scale Swarm of Large Language Models for Python Code Generation. -- SwarmChat: An LLM-Based, Context-Aware Multimodal Interaction System for Robotic Swarms. -- MS-RL-CoT: Multi-Source Feedback for Medical LLMs. -- Extending Pre-trained ASR Models to Cross-modal and Cross-lingual Speech-Text Retrieval. -- Performance Evaluation of Pretrained Convolutional Neural Networks for Diabetic Macular Edema Diagnosis in Retinal Fundus Imaging. -- Agent and Multi-agents. -- Agent: A New Paradigm for Fundamental Units of the Universe. -- The Society of HiveMind: Multi-Agent Optimization of Foundation Model Swarms to Unlock the Potential of Collective Intelligence. -- Quasi-consensus of heterogeneous multi-agent systems with time delay via aperiodically intermittent adaptive control. -- ME-RAG: Multiagent Ecclesia for Retrieval Augmented Generation. -- Prescribed Performance Cooperative Guidance for Multi-vehicle Against Maneuvering Target. -- Vehicle Routing. -- Vehicle Routing for Perishable Food with Freshness Preservation: A Heuristic-Enhanced NSGA-II. -- An Improved Hybrid Ant Colony Optimization for Vehicle Routing Problem with Time Windows. -- A Novel Path Planning Method for Underactuated AUV Docking Based on B´ezier Curve and RP-PSO. -- Shipping Time Optimization for Vehicle Rout-ing Problem in Logistic Delivery Industry via Swarm Intelligence. -- A robust region-based controller for an underwater vehicle-manipulator system. -- Thermal-Aware CBS for Multi-AGV Path Planning in Semiconductor Intelligent Warehousing.
• Sommario/riassunto: This two-volume set LNCS 16011 and 16012 constitutes the refereed post-conference proceedings of the 16th International Conference on Advances in Swarm Intelligence, ICSI 2025, held in Yokohama, Japan, during July 11-15, 2025. The 54 revised full papers presented in these proceedings were carefully reviewed and selected from 116 submissions. The papers are organized in the following topical sections: Particle Swarm Optimization; Swarm Optimization Algorithms; Swarm of Large Language Models; Agent and Multi-agents; Vehicle Routing; Multiobjective Optimization; Approaches for Classification and Feature Selection; Prediction and Detection Algorithms; Machine Learning.
• Titolo autorizzato: Advances in Swarm Intelligence
• ISBN: 981-9509-82-3
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9911047819703321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Computer Science, . 1611-3349 ; ; 16011