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Bio-Inspired Computing: Theories and Applications

18th International Conference, BIC-TA 2023, Changsha, China, December 15–17, 2023, Revised Selected Papers, Part II

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. Linqiang Pan

    1. Huazhong University of Science and Technology, Wuhan, China

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  2. Yong Wang

    1. Central South University, Changsha, China

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  3. Jianqing Lin

    1. Huazhong University of Science and Technology, Wuhan, China

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 2062)

Included in the following conference series:

Conference proceedings info: BIC-TA 2023.

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About this book

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.




Keywords

Table of contents (34 papers)

  1. Front Matter

    Pages i-xix
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  2. Machine Learning and Applications

    1. Front Matter

      Pages 1-1
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    2. Review of Traveling Salesman Problem Solution Methods

      • Longrui Yang, Xiyuan Wang, Zhaoqi He, Sicong Wang, Jie Lin
      Pages 3-16

    3. MAD-SGS: Multivariate Anomaly Detection with Multi-scale Self-learned Graph Structures

      • Junnan Tang, Dan Li, Zibin Zheng
      Pages 17-31

    4. A Two-Level Game-Theoretic Approach for Joint Pricing and Resource Allocation in Multi-user Mobile Edge Computing

      • Erqian Ge, Hao Tian, Wanyue Hu, Fei Li
      Pages 32-49

    5. Expert-Guided Deep Reinforcement Learning for Flexible Job Shop Scheduling Problem

      • Wenqiang Zhang, Huili Geng, Xuan Bao, Mitsuo Gen, Guohui Zhang, Miaolei Deng
      Pages 50-60

    6. Eating Behavior Analysis of Cruise Ship Passengers Based on K-means Clustering Algorithm

      • Tao Zhang, Wei Cai, Min Hu, Guangzhao Yang, Wenchu Fu
      Pages 61-73

    7. The Bilinear-MAC Network for Visual Reasoning

      • Jiaxing Zeng, Wangli Zheng, Yunhan Lin
      Pages 74-86

    8. Artificial Intelligence Analysis of State of Charge Distribution in Lithium-Ion Battery Based on Ultrasonic Scanning Data

      • Jie Tian, Jinqiao Du, Kai Huang, Xueting Liu, Yu Zhou, Yue Shen
      Pages 87-93

    9. Sequence-Based Deep Reinforcement Learning for Task Offloading in Mobile Edge Computing: A Comparison Study

      • Xiang-Jie Xiao, Yong Wang, Kezhi Wang, Pei-Qiu Huang
      Pages 94-106

    10. A Sample Reuse Strategy for Dynamic Influence Maximization Problem

      • Shaofeng Zhang, Shengcai Liu, Ke Tang
      Pages 107-120

    11. Prediction of Rice Processing Loss Rate Based on GA-BP Neural Network

      • Hua Yang, Jian Li, Neng Liu, Kecheng Yi, Jing Wang, Rou Fu et al.
      Pages 121-132

    12. Research on Target Value Assessment Method Based on Attention Mechanism

      • Guangyu Luo, Dongming Zhao, Xuan Guo, Hao Zhou
      Pages 133-147

    13. An Improved Trajectory Planning Method for Unmanned Aerial Vehicles in Complex Environments

      • Chen Zhang, Moduo Yu, Wentao Huang, Yi Hu, Yang Chen, Qinqin Fan
      Pages 148-158

    14. UUV Dynamic Path Planning Algorithm Based on A-Star and Dynamic Window

      • Fengyun Li, Lihua Wu, Leixin Shi, Xu Cao, Xiangpeng Zhang, Guanglong Zeng
      Pages 159-170

    15. Cuckoo Search Algorithm with Balanced Learning to Solve Logistics Distribution Problem

      • Juan Li, Han-xia Liu
      Pages 171-181

    16. Badminton Detection Using Lightweight Neural Networks for Service Fault Judgement

      • Tiandong Li, Jianqing Lin, Linqiang Pan, Zhenxing Wang
      Pages 182-194

  3. Intelligent Control and Application

    1. Front Matter

      Pages 195-195
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    2. Controllability of Windmill Networks

      • Pengcheng Guo, Pengchao Lv, Junjie Huang, Bo Liu
      Pages 197-212

    3. Incremental Learning with Maximum Dissimilarity Sampling Based Fault Diagnosis for Rolling Bearings

      • Yue Fu, Juanjuan He, Liuyan Yang, Zilin Luo
      Pages 213-226
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Other volumes

  1. Bio-Inspired Computing: Theories and Applications

  2. Bio-Inspired Computing: Theories and Applications

Editors and Affiliations

  • Huazhong University of Science and Technology, Wuhan, China

    Linqiang Pan, Jianqing Lin

  • Central South University, Changsha, China

    Yong Wang

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