Bio-inspired computing: theories and applications Part 2
.- Machine Learning and Applications. .- Review of Traveling Salesman Problem Solution Methods. .- MAD-SGS: Multivariate Anomaly Detection with Multi-scale Self-learned Graph Structures. .- A Two-level Game-theoretic Approach for Joint Pricing and Resource Allocation in Multi-user Mobile Edge Com...
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| Weitere Verfasser: | , , |
| Format: | UnknownFormat |
| Sprache: | eng |
| Veröffentlicht: |
Singapore
Springer
2024
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| Schriftenreihe: | Communications in computer and information science
2062 |
| Schlagworte: |
Artificial intelligence
> COMPUTERS / Artificial Intelligence
> COMPUTERS / Expert Systems
> COMPUTERS / Hardware / Network Hardware
> COMPUTERS / Machine Theory
> COMPUTERS / Programming / Systems Analysis & Design
> Expert systems / knowledge-based systems
> Künstliche Intelligenz
> MATHEMATICS / Discrete Mathematics
> Mathematical theory of computation
> Mathematik für Informatiker
> Maths for computer scientists
> Network hardware
> Netzwerk-Hardware
> Systemanalyse und -design
> Systems analysis & design
> Theoretische Informatik
> Wissensbasierte Systeme, Expertensysteme
> Konferenzschrift
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| Zusammenfassung: | .- Machine Learning and Applications. .- Review of Traveling Salesman Problem Solution Methods. .- MAD-SGS: Multivariate Anomaly Detection with Multi-scale Self-learned Graph Structures. .- A Two-level Game-theoretic Approach for Joint Pricing and Resource Allocation in Multi-user Mobile Edge Computing. .- Expert-Guided Deep Reinforcement Learning for Flexible Job Shop Scheduling Problem. .- Eating Behavior Analysis of Cruise Ship Passengers based on K-means Clustering Algorithm. .- The Bilinear-MAC Network for Visual Reasoning. .- Artificial Intelligence Analysis of State of Charge Distribution in Lithium-ion Battery based on Ultrasonic Scanning Data. .- Artificial Intelligence Analysis of State of Charge Distribution in Lithium-ion Battery based on Ultrasonic Scanning Data. .- A Sample Reuse Strategy for Dynamic Influence Maximization Problem. .- Prediction of Rice Processing Loss Rate Based on GA-BP Neural Network. .- Research on Target Value Assessment Method based on Attention Mechanism. .- An Improved Trajectory Planning Method for Unmanned Aerial Vehicles in Complex Environments. .- UUV dynamic path planning algorithm based on A-Star and dynamic window. .- Cuckoo Search Algorithm with Balanced Learning to Solve Logistics Distribution. .- Badminton Detection using Lightweight Neural Networks for Service Fault Judgement. .- Intelligent Control and Application. .- Controllability of Windmill Networks. .- Incremental Learning with Maximum Dissimilarity Sampling Based Fault Diagnosis for Rolling Bearings. .- Application and Prospect of Knowledge Graph in Unmanned Vehicle Field. .- Historical Location Information based Improved Sparrow Search Algorithm for Microgrid Optimal Dispatching. .- Optimization of Large-Scale Distribution Center Location Selection in Fresh Produce Transportation. .- Optimization of Large-Scale Distribution Center Location Selection in Fresh Produce Transportation. .- Application of Multi-fidelity Surrogate Models to the Noisy Optimization Problems of Carbon Fiber Polymerization Process Parameters. .- Multi-strategy Improved Kepler Optimization Algorithm. .- A Method of Pathing for Underwater Glider Cluster Based on Optimization Algorithm. .- UUV Fault Diagnosis Model based on Support Vector Machine. .- Research on Airborne Radar Multi-target Continuous Tracking Algorithm on Sea Surface based on Deep Kalman Filter. .- Application-Aware Fine-Grained QoS Framework for 5G and Beyond. .- Research on UUV Rudder Angle Control Method based on Sliding Mode Control. .- Research on Distributed Control Technology of Ship pod Propeller Turning Small Angle. .- Distributed Intelligence Analysis Architecture for 6G Core Network. .- Research on Local Collision Avoidance Algorithm for Unmanned Ship Based on Behavioral Constraints. .- Research on Dynamic Path Planning Algorithm for Unmanned Underwater Vehicles based on Multi-step Mechanism DDQN. .- Dynamic Analysis of Immersion Pump Rotors Considering Fluid Effects. .- Research on USV Heading Control Algorithm Based on Model Predictive Control. The two-volume set CCIS 2061 and 2062 constitutes the refereed post-conference proceedings of the 18th International Conference on Bio-Inspired Computing: Theories and Applications, BIC-TA 2023, held in Changsha, China, during December 15-17, 2023. The 64 revised full papers presented in these proceedings were carefully reviewed and selected from 168 submissions. The papers are organized in the following topical sections: Volume I: Evolutionary Computation and Swarm Intelligence; and Membrane Computing and DNA Computing Volume II: Machine Learning and Applications; and Intelligent Control and Application |
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| Beschreibung: | Literaturangaben |
| Beschreibung: | xix, 447 Seiten Illustrationen, Diagramme |
| ISBN: | 9789819722747 978-981-97-2274-7 |