Bio-Inspired Computing: Theories and Applications (eBook, PDF)

18th International Conference, BIC-TA 2023, Changsha, China, December 15-17, 2023, Revised Selected Papers, Part II
Redaktion: Pan, Linqiang; Lin, Jianqing; Wang, Yong

• Format: PDF

Produktbeschreibung

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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Produktdetails

• Verlag: Springer Nature Singapore
• Seitenzahl: 447
• Erscheinungstermin: 15. April 2024
• Englisch
• ISBN-13: 9789819722754
• Artikelnr.: 70574482

Inhaltsangabe

.- 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.

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