This BIC-TA 2025 proceedings constitutes the refereed post-conference proceedings of the 20th International Conference on Bio-Inspired Computing: Theories and Applications, BIC-TA 2025, held in Wuhan, China, during November 79, 2025.

The 50 full papers presented in these proceedings were carefully reviewed and selected from 124 submissions. The papers are organized in the following topical sections: Biological Computing; Engineering Application; Evolutionary Computation; Neural Computing.

Inhalt

.- 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 ProteinRNA Interaction Sites by Integrating a Structure-Aware Protein Language Model with a Lightweight Network.
.- DTSN: A Dual-Stream Network for Multi-temporal Crop Classification.