Skip to main content
SpringerLink
Log in

Exploration of Novel Intelligent Optimization Algorithms

12th International Symposium, ISICA 2021, Guangzhou, China, November 20–21, 2021, Revised Selected Papers

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Kangshun Li

    1. South China Agricultural University, Guangzhou, China

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Yong Liu

    1. The University of Aizu, Aizu-Wakamatsu, Japan

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Wenxiang Wang

    1. South China Agricultural University, Guangzhou, China

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Communications in Computer and Information Science (CCIS, volume 1590)

Included in the following conference series:

Conference proceedings info: ISICA 2021.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 89.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 119.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (48 papers)

  1. Front Matter

    Pages i-xv
    Download chapter PDF

  2. New Frontier of Multi-objective Evolutionary Algorithms

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Improved Particle Swarm Algorithm and Its Application in Sensor Network Optimization

      • Yi Wang, Jun Nie
      Pages 3-9

    3. Image Segmentation by Improved Conical Area Evolutionary Algorithm

      • Hassan Jalil, Kangshun Li
      Pages 10-22

    4. An Efficient Multi-objective Algorithm with High Abundant Elite Information and Evolutionary Phase Self-adjusting for Many Objective Optimization

      • Lei Yang, Bin Jie Zhu, Xiong wen Luo, Shu Min Liang
      Pages 23-30

    5. Multi-objective Evolutionary Architecture Search of U-Net with Diamond Atrous Convolution

      • Weiqin Ying, Kaihao Yang, Yu Wu, Junhui Li, Zhekun Zhou, Banban Huang
      Pages 31-40

    6. A Multi-objective Evolutionary Algorithm Based on Piecewise Parallel Decomposition for Portfolio Optimization

      • Yu Wu, Jianle Wei, Weiqin Ying, Zhen Cui, Xuanda Pan, Zhenyu Wang
      Pages 41-51

    7. A Many-Objective Anomaly Detection Model for Vehicle Network Based on Federated Learning and Differential Privacy Protection

      • Tian Fan, Zhixia Zhang, Yang Lan, Zhihua Cui
      Pages 52-61

    8. An Adaptive Reference Vector Strategy with Shape Estimation for Many-Objective Optimization Problem

      • Lei Yang, Shumin Liang, Binjie Zhu
      Pages 62-70

    9. Manifold Learning Algorithm Based on Constrained Particle Swarm Multi-objective Optimization

      • Hui Wang, Tie Cai, Yinfeng Wang, Geng Yang, Junwei Liang
      Pages 71-80

  3. Intelligent Multi-media

    1. Front Matter

      Pages 81-81
      Download chapter PDF

    2. The Use of Trusted Log Storage and Verification System Based on Blockchain for Manufacturing Execution System

      • Xinghao Wang, Kangshun Li, Lefeng He, Wangchao Mo, Hongling Zhang, Qiling He et al.
      Pages 83-94

    3. The Combination of GRU and Dense Block for Image Denoising Network

      • Fuyu Zhu, Yi Wang, Hao Tang
      Pages 95-102

    4. Construction Methods of Dujiangyan Tourism Culture Image Based on Text Information Mining Technology

      • Wen Meng, Chao Yu
      Pages 103-111

    5. Research on Self-driving Lane and Traffic Marker Recognition Based on Deep Learning

      • Xingzhen Tao, Haiping Li, Lei Deng
      Pages 112-123

    6. Measurement System for Energy Consumption of Runtime Software in Embedded System

      • Wentao Liu, Youcong Ni, Xin Du, WangBiao Li, Li Chen, Zhigao Zeng et al.
      Pages 124-138

    7. Experiment Analysis on Fast Features Bag Approach for Pedestrian Re-recognition

      • Hassan Jalil, Kangshun Li
      Pages 139-154

    8. Contrast Retention De-coloring Based on Cosine Similarity

      • Bin Xie, Zihao Ding, Changqing Liao, Xian Li
      Pages 155-164

    9. Design and Implementation of Intelligent Garbage Sorting System Based on TensorFlow

      • Lili Wang, Linxin Cai, Haoliang Wang, Huabei Nie
      Pages 165-172

  4. Data Modeling and Application of Artificial Intelligence

    1. Front Matter

      Pages 173-173
      Download chapter PDF
Back to top

Other volumes

  1. Exploration of Novel Intelligent Optimization Algorithms

Keywords

About this book

This book constitutes the refereed proceedings of the 12th International Symposium, ISICA 2021, held in Guangzhou, China, during November 19–21, 2021.  
The 48 full papers included in this book were carefully reviewed and selected from 99 submissions. They were organized in topical sections as follows: new frontier of multi-objective evolutionary algorithms; intelligent multi-media; data modeling and application of artificial intelligence; exploration of novel intelligent optimization algorithm; and intelligent application of industrial production.


Editors and Affiliations

  • South China Agricultural University, Guangzhou, China

    Kangshun Li, Wenxiang Wang

  • The University of Aizu, Aizu-Wakamatsu, Japan

    Yong Liu

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation