Bio-Inspired Computing: Theories and Applications
Description
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 7-9, 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.
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Content
.- 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.