05658nam 22006975 450 991104768310332120251001130808.0981-9509-85-810.1007/978-981-95-0985-0(MiAaPQ)EBC32323614(Au-PeEL)EBL32323614(CKB)41528772400041(DE-He213)978-981-95-0985-0(EXLCZ)994152877240004120251001d2026 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierAdvances in Swarm Intelligence 16th International Conference on Swarm Intelligence, ICSI 2025, Yokohama, Japan, July 11–15, 2025, Proceedings, Part II /edited by Ying Tan, Yuhui Shi1st ed. 2026.Singapore :Springer Nature Singapore :Imprint: Springer,2026.1 online resource (480 pages)Lecture Notes in Computer Science,1611-3349 ;16012981-9509-84-X -- Multiobjective Optimization. -- Enhanced Multi-objective Particle Swarm Optimization Algorithms. -- Evolutionary Multiobjective Optimization of Mixed Neural Network Controllers for Hexapod Robot Locomotion Control. -- Entropy-Informed Stochastic Improvement for Indicator-Based Multiobjective Optimization. -- LA-NSGA-II: A Multi-Objective Evolutionary Approach for Patient Referral Optimization in Integrated Healthcare Networks. -- Constrained Multimodal Multi-objective Optimization Algorithm Based on Improved PPS Framework. -- A Constrained Multi-Objective Differential Evolution Algorithm Based on Evolutionary Multi-Task Optimization. -- Approaches for Classification and Feature Selection. -- Comparative Analysis of Segmentation and Classification Models of Retinopathies in Ophthalmological Images. -- Integration of Magnetic Resonance Imaging and Neuropsychological Data for Automated Parkinson’s Diagnosis. -- Integrating Multi-modal Contrastive Learning and Multi-scale Feature Extractor for Liver Cancer Classification. -- Optimization of Classification Models for Heart Disease: Comparison between Feature Selection and Dimensionality Reduction Techniques. -- Enhanced Differential Evolution-Based Multi-modal Feature Selection in Power Equipment Defect Detection. -- Multi-Strategy Improved Pelican Optimization Algorithm for Solving Minimal Attribute Reduction Problem. -- Prediction and Detection Algorithms. -- An Efficient Neural Network-based Mathematical Modelling for Iron Ore Quality Prediction. -- How Data Missing Affects Stability of Feature Selection: An Empirical Study. -- Research on Sound Source Identification Method for Beach Search and Rescue Based on Convolutional Neural Network. -- A Mutual Information-based Adaptive Large Neighborhood Search for Solving Inventory-constrained Cigarette Formulation Maintenance Problem. -- Ingredient Detection from Low-Quality Images of Food Labels. -- From Single-tasking Swarming to Multi-tasking Heterogeneous Swarming for Solving Non-uniform Area Coverage Problems. -- A Lightweight YOLOv11-based Model with Small Object Enhance Pyramid for Underwater Object Detection in Aerial Imagery. -- Machine Learning. -- Dual-Path Optimization for Open-World Test Time Training. -- Distributed Geometric Control of Underactuated UAVs for Cooperative Transportation. -- Design and Implementation of Risk Control Model and Scenario Adaptation Method Based on Graph Machine Learning. -- Incremental Update Strategy for Continuous Action Iterated Hierarchical Dilemma. -- Modeling of Parent-Child Interaction through Facial Expressions for Childcare Support Systems. -- Fast Symbolic Regression Benchmarking.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.Lecture Notes in Computer Science,1611-3349 ;16012Computer scienceComputer engineeringComputer networksMachine learningComputer scienceMathematicsComputational intelligenceTheory of ComputationComputer Engineering and NetworksMachine LearningMathematics of ComputingComputational IntelligenceComputer science.Computer engineering.Computer networks.Machine learning.Computer scienceMathematics.Computational intelligence.Theory of Computation.Computer Engineering and Networks.Machine Learning.Mathematics of Computing.Computational Intelligence.006.3824Tan Ying846863Shi Yuhui907797MiAaPQMiAaPQMiAaPQBOOK9911047683103321Advances in Swarm Intelligence4209767UNINA