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© 2021

Evolutionary Multi-Criterion Optimization

11th International Conference, EMO 2021, Shenzhen, China, March 28–31, 2021, Proceedings

  • Hisao Ishibuchi
  • Qingfu Zhang
  • Ran Cheng
  • Ke Li
  • Hui Li
  • Handing Wang
  • Aimin Zhou
Conference proceedings EMO 2021

Part of the Lecture Notes in Computer Science book series (LNCS, volume 12654)

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 12654)

Table of contents

  1. Front Matter
    Pages i-xvi
  2. Theory

    1. Front Matter
      Pages 1-1
    2. Shouyong Jiang, Jinglei Guo, Bashar Alhnaity, Qingyang Zhang
      Pages 15-25
    3. Hao Wang, Carlos Igncio Hernández Castellanos, Tome Eftimov
      Pages 26-37
  3. Algorithms

    1. Front Matter
      Pages 39-39
    2. Genghui Li, Qingfu Zhang
      Pages 77-88
    3. Ke Shang, Hisao Ishibuchi, Longcan Chen, Weiyu Chen, Lie Meng Pang
      Pages 115-125
    4. Tomoaki Takagi, Keiki Takadama, Hiroyuki Sato
      Pages 126-138
    5. Anirudh Suresh, Kalyanmoy Deb, Vishnu Naresh Boddeti
      Pages 139-151
    6. Jingjing Chen, Qingfu Zhang, Genghui Li
      Pages 152-163
    7. Eduardo G. Carrano, Felipe Campelo, Ricardo H. C. Takahashi
      Pages 178-190
  4. Dynamic Multi-objective Optimization

    1. Front Matter
      Pages 191-191
    2. Chang Shao, Qi Zhao, Yuhui Shi, Jing Jiang
      Pages 205-217
  5. Constrained Multi-objective Optimization

  6. Multi-modal Optimization

    1. Front Matter
      Pages 309-309
    2. Pelin Aspar, Pascal Kerschke, Vera Steinhoff, Heike Trautmann, Christian Grimme
      Pages 311-322
  7. Many-objective Optimization

    1. Front Matter
      Pages 347-347
    2. Shuwei Zhu, Lihong Xu, Erik Goodman, Kalyanmoy Deb, Zhichao Lu
      Pages 349-361
    3. Leonardo Lai, Lorenzo Fiaschi, Marco Cococcioni, Kalyanmoy Deb
      Pages 362-374
    4. Jens Weise, Sanaz Mostaghim
      Pages 375-386
    5. Diana Cristina Valencia-Rodríguez, Carlos A. Coello Coello
      Pages 387-398
  8. Performance Evaluations and Empirical Studies

    1. Front Matter
      Pages 399-399
    2. Jesús Guillermo Falcón-Cardona, Edgar Covantes Osuna, Carlos A. Coello Coello
      Pages 401-412
    3. Zhenkun Wang, Jingda Deng, Qingfu Zhang, Qite Yang
      Pages 413-423
  9. EMO and Machine Learning

    1. Front Matter
      Pages 439-439
    2. Meng Xu, Qingfu Zhang, Jianping Wang
      Pages 441-452
    3. Jean Rosenfeld, Dimitri Van Assche, Yves De Smet
      Pages 453-464
    4. Tom Den Ottelander, Arkadiy Dushatskiy, Marco Virgolin, Peter A. N. Bosman
      Pages 465-479
    5. Yumeng Cao, Yaqing Hou, Liang Feng, Hongwei Ge, Qiang Zhang, Xiaopeng Wei
      Pages 480-491
    6. Shengran Hu, Ran Cheng, Cheng He, Zhichao Lu
      Pages 492-503
  10. Surrogate Modeling and Expensive Optimization

    1. Front Matter
      Pages 517-517

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 11th International Conference on Evolutionary Multi-Criterion Optimization, EMO 2021 held in Shenzhen, China, in March 2021.

The 47 full papers and 14 short papers were carefully reviewed and selected from 120 submissions. The papers are divided into the following topical sections: theory; algorithms; dynamic multi-objective optimization; constrained multi-objective optimization; multi-modal optimization; many-objective optimization; performance evaluations and empirical studies; EMO and machine learning; surrogate modeling and expensive optimization; MCDM and interactive EMO; and applications.

Keywords

artificial intelligence correlation analysis evolutionary algorithms evolutionary multiobjective optimization genetic algorithms machine learning multi-objective evolutionary algorithms multi-objective optimization multi-objective optimization problem nsga-ii optimal solutions optimization problems pareto front pareto principle

Editors and affiliations

  1. 1.Southern University of Science and TechnologyShenzhenChina
  2. 2.City University of Hong KongKowloon TongChina
  3. 3.Southern University of Science and TechnologyShenzhenChina
  4. 4.University of ExeterExeterUK
  5. 5.Xi'an Jiaotong UniversityXi'anChina
  6. 6.Xidian UniversityXi'anChina
  7. 7.East China Normal UniversityShanghaiChina

Bibliographic information