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Bio-Inspired Computing: Theories and Applications

17th International Conference, BIC-TA 2022, Wuhan, China, December 16–18, 2022, Revised Selected Papers

  • Conference proceedings
  • © 2023

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Editors:
  1. Linqiang Pan

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

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  2. Dongming Zhao

    1. Wuhan University of Technology, Wuhan, China

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  3. Lianghao Li

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

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  4. 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 1801)

Included in the following conference series:

Conference proceedings info: BIC-TA 2022.

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Table of contents (56 papers)

  1. Front Matter

    Pages i-xviii
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  2. Evolutionary Computation and Swarm Intelligence

    1. Front Matter

      Pages 1-1
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    2. Surrogate Model-Assisted Evolutionary Algorithms for Parameter Identification of Electrochemical Model of Lithium-Ion Battery: A Comparison Study

      • Yan-Bo He, Bing-Chuan Wang, Zhi-Zhong Liu
      Pages 3-16

    3. Research on Multi-modal Multi-objective Path Planning by Improved Ant Colony Algorithm

      • Juan Jing, Ling Zhang, Chaonan Shen, Kai Zhang
      Pages 17-28

    4. Local Path Planning Algorithm Designed for Unmanned Surface Vessel Based on Improved Genetic Algorithm

      • Yi Liu, Huizi Li, Xinlong Pan, Haipeng Wang, Yong Chen, Heng Fang et al.
      Pages 29-43

    5. A Multi-objective Particle Swarm Algorithm Based on a Preference Strategy

      • Yi Wang, KangShun Li, Yong Fan
      Pages 44-53

    6. An Improved Harris Hawk Optimization Algorithm Based on Spiral Search and Neighborhood Perturbation

      • Yanfeng Wang, Yuhang Xia, Dan Ling, Junwei Sun
      Pages 54-68

    7. S-Plane Controller Parameter Tuning Based on IAFSA for UUV

      • Zheng Wang, Yang Yang, Shuai Zhou, Houpu Li
      Pages 69-80

    8. A Reinforcement-Learning-Driven Bees Algorithm for Large-Scale Earth Observation Satellite Scheduling

      • Yan-jie Song, Jun-wei Ou, D. T. Pham, Ji-ting Li, Jing-bo Huang, Li-ning Xing
      Pages 81-91

    9. Optimal Formation of UUV Groups Based on Shape Theory and Improved Ant Colony Algorithm Under Communication Delay

      • Fan Ye, Ziwei Zhao, Xuan Guo
      Pages 92-105

    10. Global Path Planning for Unmanned Ships Based on Improved Particle Swarm Algorithm

      • Chang Liu, Kui Liu
      Pages 106-116

    11. A Self-adaptive Single-Objective Multitasking Optimization Algorithm

      • Xiaoyu Li, Lei Wang, Qiaoyong Jiang, Wei Li, Bin Wang
      Pages 117-130

    12. Improved Whale Optimization Algorithm by Multi-mechanism Fusion

      • Ronghang Liao, Yuanpeng Xu, Zicheng Wang, Yanfeng Wang
      Pages 131-143

    13. Multi-stage Objective Function Optimized Hand-Eye Self-calibration of Robot in Autonomous Environment

      • Kaibo Liu, Wangli Zheng, Huasong Min, Yunhan Lin
      Pages 144-157

    14. An Improved Chaos-Based Particle Swarm Optimization Algorithm

      • Yi Wang, Suping Liu, Wenlong Su
      Pages 158-164

    15. Task Location Distribution Based Genetic Algorithm for UAV Mobile Crowd Sensing

      • Yang Huang, Aimin Luo, Mengmeng Zhang, Liang Bai, Yanjie Song, Jiting Li
      Pages 165-178

    16. The Utilities of Evolutionary Multiobjective Optimization for Neural Architecture Search – An Empirical Perspective

      • Xukun Liu
      Pages 179-195

    17. Research on Unmanned Ship Collision Avoidance Algorithm Based on Improved Particle Swarm Optimization Algorithm

      • Xiaoyu Liu
      Pages 196-209

    18. Solving Constrained Multi-objective Optimization Problems with Passive Archiving Mechanism

      • Huijuan Jia, Kai Zhang, Chaonan Shen
      Pages 210-221

    19. A Comparison of Large-Scale MOEAs with Informed Initialization for Voltage Transformer Ratio Error Estimation

      • Lianghao Li, Cheng He, Hongbin Li
      Pages 222-232
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  1. Bio-Inspired Computing: Theories and Applications

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About this book

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.

Editors and Affiliations

  • Huazhong University of Science and Technology, Wuhan, China

    Linqiang Pan, Lianghao Li, Jianqing Lin

  • Wuhan University of Technology, Wuhan, China

    Dongming Zhao

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