Virtual special issue on advances in meta-heuristics and applications in complex optimisation problems

Published 19 May, 2022

Introduction: 

 There are various classifications for meta-heuristics, such as evolution-based, swarm intelligence-based, physics-based and human behaviour-based. Examples include simulated annealing (SA), genetic algorithms (GA), particle swarm optimisation (PSO) and differential evolution (DE). Compared with exact algorithms, meta-heuristics depend less on mathematical modelling and derivation – they use the “trial-and-error” principle in searching for solutions. Meta-heuristics with high flexibility show inherent advantages in avoiding local optimum in many cases.

However, finding ways to effectively optimise meta-heuristics remains a challenge.The purpose of this special issue is to bring together the latest theory research on complex optimisation problems.

Topics covered:

These include, but are not limited to:

  • Reviews on different meta-heuristics
  • Improvements in different meta-heuristics
  • Applications of meta-heuristicsin:
    • Logistics and supply chain management
    • Machine learning and deep learning models
    • Engineering optimisation problems
    • Prediction theories andmethods
    • Economics modelling

Important deadlines:

Submission deadline: 15 November 2022

Submission Instructions:

Please read the Guide for Authors before submitting. All articles should be submitted online; please select Meta-heuristics upon submission.

Guest Editors:

  • Dr. Lin Wang, Professor, Huazhong University of Science and Technology, China. Email: wanglin@hust.edu.cn
  • Dr. Qinghua Wu, Professor, Huazhong University of Science and Technology, China. Email: qinghuawu1005@gmail.com
  • Dr. Wu Deng, Professor, Civil Aviation University of China, China. Email: wdeng@cauc.edu.cn
  • Dr. Lu Peng, Associate Research Fellow, Wuhan University of Technology, China. Email: pengluhust@whut.edu.cn

For further enquiries, please send emails to dsm@xjtu.edu.cn, and the editing team will answer promptly.

Back to Call for Papers

Stay Informed

Register your interest and receive email alerts tailored to your needs. Sign up below.