Bio-Inspired Computing: Theories and Applications

Biological Computing.- Color Image Encryption Algorithm Using Coupled Chaotic Maps and Adaptive DNA Encoding.- Efficient constraint coding with non-natural basepairs for DNA data storage.- A Cell-like Neural P System for Inner Product Computation.- Dual-channel and Dual-Spike Arithmetic Operations Based on SNP System.- A PSystem for Solving All-SAT Problem Based on the Intra-Membrane Sorting Mechanism.- AnLanguage Accepting Simulator for SN P systems.- Predefined-Time Synchronization of Chaotic Systems Based on DNA Strand Displacement.- Implementation of Activation Function Based on DNA Strand Displacement.- Implementing a Tic-Tac-Toe Game Using DNA-Based Seesaw Gate Circuit.- Engineering Application.- 3D Edge Extraction of Complex Components Based on Curvature-Driven Lightweight MLP.- Optimization of Cruise Ship Deck Evacuation Based on the Monte Carlo Policy Gradient Algorithm.- A Novel Path Planning Algorithm for Unmanned Surface Vehicles.- Research on Ship Fault Diagnosis Based on Multi-Scale Data Fusion.- Construction of memristor bionic system for biological decision behavior.- Memristor-Based Emotional Memory Circuits for Affective Computing.- Detecting Abnormal Behaviors in the Measurement of Human Balance Ability.- Research on Intelligent Detection Method of Muscle Strain Based on Ultrasound Image.- Research on an Improved APF Algorithm for USV Path Planning.- Research on Collaborative Task Allocation for USVs in Dynamic and Uncertain Environments.- From Observations to Parameters: Detecting Changepoint in Nonlinear Dynamics with Simulation-based Inference.- Dynamic Time Warping and Spectral Clustering for Time Series Operating Condition Segmentation in Wind Farm.- A Machine Vision-Based Algorithm for Detecting Large Cut Defects in Cigarette Beads.- Research on Cigarette Bead Defect Detection Based on Improved YOLOv8.- Weight-Hybrid PSO for UAV Task Allocation in Extended Team Orienteering Problem.- Simulated Annealing-Based Bi-Level Optimization for Simulink UAV Control Parameter Optimization.- Evolutionary Computation.- Neural Local Search for Multi-objective Unconstrained Binary Quadratic Programming Problem.- Decision Tree-Assisted Decision Variable Analysis for Large-Scale Constrained Multi-Objective Evolutionary Optimization.- ANFS Based on Multi-Objective Evolutionary Optimization.- High-frequency Magnetic Component Design via Evolutionary Multiobjective Robust Optimization.- Memory-bank Reuse Prediction Algorithm for Dynamic Multi-objective Optimization.- Neural Network Fitting Algorithm for Dynamic Multi-objective Optimization Problem.- A Self-organizing Cellular Multiobjective Evolutionary Algorithms for Handling Complicated Pareto Sets.- A Two-Stage Co-evolutionary Algorithm for Equality Constrained Multi-objective Optimization.- On the Robustness of Expensive Large-Scale Multi-Objective Evolutionary Algorithms: An Empirical Study on the Worst-Case Performance.- A Surrogate-Assisted Evolutionary Algorithm for Expensive Constrained Multi-Objective Optimization Problems based on Dual-Path Solution Generation.- An Online Evolutionary Trend Prediction Framework for Dynamic Multiobjective Optimization.- Evolutionary Multitask Optimization for Scale-based Product Family Design Problem.- Particle Swarm Optimized Risk-Adaptive MPC for Ground-Aerial Obstacle Avoidance.- A Time Series Model Assisted Multiobjective Evolutionary Algorithm for Online Measurement Estimation of Voltage Transformer.- Neural Computing.- The Sombor Index of Unicyclic Graphs with a Given Second Minimum Degree.- Survival Risk Prediction based on IDPC and LASSO for Patients with cancer.- An optimized convolutional neural network model based on the improved BOA.- A Large Language Model-Driven Evolutionary Optimization Framework.- Improved RT-DETR Algorithm of Fracture Detection in Medical Image.- Research on Ship Navigation Collision Avoidance Decision-Making Method Based on Knowledge Graph Retrieval-Enhanced Large Model.- Multi-Agent Collaborative Framework Based on Large Language Models for Long Video Understanding.- Long Multimodal Document Understanding Based on a Multi-Agent Framework.- Scalability Analysis of Influence Maximization in Hypergraphs: A Comparative Study on Hypergraph Order Effects.- PGRNASite: Predicting Protein–RNA Interaction Sites by Integrating a Structure-Aware Protein Language Model with a Lightweight Network.- DTSN: A Dual-Stream Network for Multi-temporal Crop Classification.