Bio-Inspired Computing: Theories and Applications [electronic resource] : 17th International Conference, BIC-TA 2022, Wuhan, China, December 16-18, 2022, Revised Selected Papers / edited by Linqiang Pan, Dongming Zhao, Lianghao Li, Jianqing Lin.

Acceso multiusuario

Evolutionary Computation & Swarm Intelligence -- Surrogate Model-Assisted Evolutionary Algorithms for Parameter Identification of Electrochemical Model of Lithium-Ion Battery: A Comparison Study -- Research on Multi-modal Multi-Objective Path Planning by Improved Ant Colony Algorithm -- Local Path Planning Algorithm Designed for Unmanned Surface Vessel Based on Improved Genetic Algorithm -- A Multi-Objective Particle Swarm Algorithm Based on a Preference Strategy -- An Improved Harris Hawk Optimization Algorithm Based on Spiral Search and Neighborhood Perturbation -- S-Plane Controller Parameter Tuning Based on IAFSA for UUV -- A Reinforcement-Learning-Driven Bees Algorithm for Large-Scale Earth Observation Satellite Scheduling -- Optimal Formation of UUV Groups Based on Shape Theory and Improved Ant Colony Algorithm Under Communication Delay -- Global Path Planning for Unmanned Ships Based on Improved Particle Swarm Algorithm -- A Self-Adaptive Single-objective Multitasking Optimization Algorithm -- Improved Whale Optimization Algorithm by Multi-mechanism Fusion -- Multi-stage Objective Function Optimized Hand-Eye Self-calibration of Robot in Autonomous Environment -- An Improved Chaos-based Particle Swarm Optimization Algorithm -- Task Location Distribution based Genetic Algorithm for UAV Mobile Crowd Sensing -- The Utilities of Evolutionary Multiobjective Optimization for Neural Architecture Search - An Empirical Perspective -- Research on Unmanned Ship Collision Avoidance Algorithm based on Improved Particle Swarm Pptimization Algorithm -- Solving Constrained Multi-objective Optimization Problems with Passive Archiving Mechanism -- A Comparison of Large-scale MOEAs with Informed Initialization for Voltage Transformer Ratio Error Estimation -- Enabling Surrogate-assisted Evolutionary Reinforcement Learning via Policy Embedding -- An Improved MPCA Algorithm with Weight Matrix Based on Many-objective Optimization -- Machine Learning & Deep Learning -- Research on Helmet Wearing Detection Based on Improved YOLOv4 Algorithm -- Research on Target Detection Algorithm of Unmanned Surface Vehicle Based on Deep Learning -- A Review On Bio-inspired Fluid Mechanics Via Deep Reinforcement Learning -- Memristor-Based Neural Network Circuit of Operant Conditioning with Overshadowing -- Continual Learning with a Memory of Non-similar Samples -- Research on Soil Moisture Prediction Based on LSTM-Transformer Model -- Graph Contrastive Learning with Intrinsic Augmentations -- Research on Global Collision Avoidance Algorithm for Unmanned Ship Based on Improved Artificial Potential Field Algorithm -- OCET: One-dimensional Convolution Embedding Transformer for Stock Trend Prediction -- A Rapid, Precise Spiking Neural Network Approach for Image Recognition -- Research on Improved Image Dehazing Algorithm Based on Dark Channel Prior -- Reinforcement Learning Based Vertical Scaling for Hybrid Deployment in Cloud Computing -- Swing-up and Balance Control of Cart-pole Based on Reinforcement Learning DDPG -- Yolov5 Outdoor Dynamic Object Detection Based on Multi-scale Feature Fusion -- Intelligent Control & Simulation -- Multi-UUV Formation Cooperative Full-area Coverage Search Method -- Multi-scale Simulations of Flow in the Upper Open Area of a Luxury Cruise Ship -- Research on Course Control Algorithm of Unmanned Craft based on Model Predictive Control -- Multi-UUV Underwater Target Cooperative Detection Task Planning and Assignment -- Multi-UUV Cooperative Navigation and Positioning Algorithm under Communication Delay -- The Research of the Consistency Control under The Condition of Time-lag of Isomerism AUV Group Communication -- Non-uniform Deformation Behavior of Magneto-sensitive Elastomer Containing Uniform Sphere Particles with "V" Arrangement -- Study on the Influence of Exit Width Change on Heterogeneous Passengers Evacuation based on the Social Force Model -- A Review of Longitudinal Vibration and Vibration Reduction Technology of Propulsion Shafting -- Design and Simulation of Heading Controller for Unmanned Boat Based on Fuzzy Neural PID -- Flexible Formation Control of Multiple Unmanned Vehicles based on Artificial Potential Field Method -- Local Path Planning Combined with the Motion State of Dynamic Obstacles -- Simulation of Airflow Characteristics of a Seabird Following a Ship Based on Steady States -- Numerical Simulation of Bionic Undulating Fin Surface Drag Reduction Structure -- Molecular Computing & Nanotechnology -- Integrated Design and Absorbing Performance Analysis for Periodic Wave Absorbing and Bearing Structures -- Diffusion Optimization Algorithm Based on Membrane Calculation -- Tuning Geometric Conformations of Curved DNA Structures by Controlling Positions of Nicks -- A Sensitive Nanothermometer Based on DNA Triplex Structure -- Microwave Absorption Properties of Double-layer Absorbing Material Based on Carbonyl Iron and Graphene Composites -- Reconfigurable Nanobook Structure Driven by Polymerase-triggered DNA Strand Displacement -- An Analysis for Thermal Conductivity of Graphene/polymer Nanocomposites -- Simulation of Aflatoxin B1 Detection Model Based on Hybridization Chain Reaction.

This book constitutes the refereed proceedings of the 17th International Conference on Bio-Inspired Computing: Theories and Applications, BIC-TA 2022, held in Wuhan, China, during December 16-18, 2022. The 56 full papers included in this book were carefully reviewed and selected from 148 submissions. They were organized in topical sections as follows: evolutionary computation and swarm intelligence; machine learning and deep learning; intelligent control and simulation and molecular computing and nanotechnology.

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