Xiuju Xu

ORCID: 0000-0003-0041-0088
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About
Contact & Profiles
Research Areas
  • UAV Applications and Optimization
  • Advanced Multi-Objective Optimization Algorithms
  • Metaheuristic Optimization Algorithms Research
  • Robotic Path Planning Algorithms
  • Distributed Control Multi-Agent Systems
  • Machine Learning and Data Classification
  • Evolutionary Algorithms and Applications
  • Robotics and Sensor-Based Localization

Sun Yat-sen University
2023

Shenzhen University
2021

Multitask optimization aims to solve two or more tasks simultaneously by leveraging intertask knowledge transfer. However, as the number of increases extent many-task optimization, transfer between encounters uncertainty and challenges, thereby resulting in degradation performance. To give full play framework minimize potential negative transfer, this article proposes an evolutionary algorithm based on a multisource mechanism, namely, EMaTO-MKT. Particularly, each iteration, EMaTO-MKT...

10.1109/tevc.2021.3101697 article EN IEEE Transactions on Evolutionary Computation 2021-08-02
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