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Intelligent Computing Theories and Application

18th International Conference, ICIC 2022, Xi'an, China, August 7–11, 2022, Proceedings, Part I

  • Conference proceedings
  • © 2022

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Editors:
  1. De-Shuang Huang

    1. Tongji University, Shanghai, China

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  2. Kang-Hyun Jo

    1. University of Ulsan, Ulsan, Korea (Republic of)

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  3. Junfeng Jing

    1. Xi'an Polytechnic University, Xi'an, China

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  4. Prashan Premaratne

    1. The University of Wollongong, North Wollongong, Australia

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  5. Vitoantonio Bevilacqua

    1. Polytecnic of Bari, Bari, Italy

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  6. Abir Hussain

    1. Liverpool John Moores University, Liverpool, UK

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13393)

Included in the following conference series:

Conference proceedings info: ICIC 2022.

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Table of contents (67 papers)

  1. Front Matter

    Pages i-xxxvii
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  2. Evolutionary Computing and Learning

    1. Front Matter

      Pages 1-1
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    2. Evolutionary Game Analysis of Suppliers Considering Quality Supervision of the Main Manufacturer

      • Tiaojuan Han, Jianfeng Lu, Hao Zhang
      Pages 3-12

    3. Multi-party Evolution Stability Analysis of Electric Vehicles- Microgrid Interaction Mechanism

      • Haitong Guo, Hao Zhang, Jianfeng Lu, Rong Zeng, Tiaojuan Han
      Pages 13-26

    4. An Efficient Multi-objective Evolutionary Algorithm for a Practical Dynamic Pickup and Delivery Problem

      • Junchuang Cai, Qingling Zhu, Qiuzhen Lin, Jianqiang Li, Jianyong Chen, Zhong Ming
      Pages 27-40

    5. An Efficient Evaluation Mechanism for Evolutionary Reinforcement Learning

      • Xiaoqiang Wu, Qingling Zhu, Qiuzhen Lin, Jianqiang Li, Jianyong Chen, Zhong Ming
      Pages 41-50

    6. A Mixed-Factor Evolutionary Algorithm for Multi-objective Knapsack Problem

      • Yanlian Du, Zejing Feng, Yijun Shen
      Pages 51-67

    7. NSLS with the Clustering-Based Entropy Selection for Many-Objective Optimization Problems

      • Zhaobin Ma, Bowen Ding, Xin Zhang
      Pages 68-79

    8. Tunicate Swarm Algorithm Based Difference Variation Flower Pollination Algorithm

      • Chuchu Yu, Huajuan Huang, Xiuxi Wei
      Pages 80-96

    9. A Multi-strategy Improved Fireworks Optimization Algorithm

      • Pengcheng Zou, Huajuan Huang, Xiuxi Wei
      Pages 97-111

    10. A New Fitness-Landscape-Driven Particle Swarm Optimization

      • Xuying Ji, Feng Zou, Debao Chen, Yan Zhang
      Pages 112-122

    11. Neighborhood Combination Strategies for Solving the Bi-objective Max-Bisection Problem

      • Rong-Qiang Zeng, Matthieu Basseur
      Pages 123-131

  3. Neural Networks

    1. Front Matter

      Pages 135-135
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    2. Rolling Bearing Fault Diagnosis Based on Model Migration

      • Yuchen Xing, Hui Li
      Pages 135-146

    3. Yak Management Platform Based on Neural Network and Path Tracking

      • Yunfan Hu
      Pages 147-158

    4. Stability Analysis of Hopfield Neural Networks with Conformable Fractional Derivative: M-matrix Method

      • Chang-bo Yang, Sun-yan Hong, Ya-qin Li, Hui-mei Wang, Yan Zhu
      Pages 159-167

    5. Artificial Neural Networks for COVID-19 Forecasting in Mexico: An Empirical Study

      • C. M. Castorena, R. Alejo, E. Rendón, E. E. Granda-Gutíerrez, R. M. Valdovinos, G. Miranda-Piña
      Pages 168-179

    6. Multi-view Robustness-Enhanced Weakly Supervised Semantic Segmentation

      • Yu Sang, Shi Li, Yanfei Peng
      Pages 180-194

    7. Rolling Bearing Fault Diagnosis Based on Graph Convolution Neural Network

      • Yin Zhang, Hui Li
      Pages 195-207

    8. Research on Bearing Fault Feature Extraction Based on Graph Wavelet

      • Xin Li, Hui Li
      Pages 208-220
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Other volumes

  1. Intelligent Computing Theories and Application

  2. Intelligent Computing Theories and Application

  3. Intelligent Computing Methodologies

Keywords

About this book

This two-volume set of LNCS 13393 and LNCS 13394 constitutes - in conjunction with the volume LNAI 13395 - the refereed proceedings of the 18th International Conference on Intelligent Computing, ICIC 2022, held in Xi'an, China, in August 2022. The 209 full papers of the three proceedings volumes were carefully reviewed and selected from 449 submissions.

This year, the conference concentrated mainly on the theories and methodologies as well as the emerging applications of intelligent computing. Its aim was to unify the picture of contemporary intelligent computing techniques as an integral concept that highlights the trends in advanced computational intelligence and bridges theoretical research with applications. Therefore, the theme for this conference was “Advanced Intelligent Computing Technology and Applications”. Papers focused on this theme were solicited, addressing theories, methodologies, and applications in science and technology.

Editors and Affiliations

  • Tongji University, Shanghai, China

    De-Shuang Huang

  • University of Ulsan, Ulsan, Korea (Republic of)

    Kang-Hyun Jo

  • Xi'an Polytechnic University, Xi'an, China

    Junfeng Jing

  • The University of Wollongong, North Wollongong, Australia

    Prashan Premaratne

  • Polytecnic of Bari, Bari, Italy

    Vitoantonio Bevilacqua

  • Liverpool John Moores University, Liverpool, UK

    Abir Hussain

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