Trung Thanh Nguyen

Evolutionary Dynamic Optimization: A Survey of the State of the Art

  • Juergen Branke
  • Trung Thanh Nguyen
  • Shengxiang Yang
    • Categories Meta Heuristics, Optimization Software and Modeling Systems, Other Topics Tags , , , ,

    Optimization in dynamic environments is a challenging but important task since many real-world optimization problems are changing over time. Evolutionary computation and swarm intelligence are good tools to address optimization problems in dynamic environments due to their inspiration from natural self-organized systems and biological evolution, which have always been subject to changing environments. Evolutionary optimization … Read more

    Continuous Dynamic Constrained Optimisation – The Challenges

  • Trung Thanh Nguyen
  • Xin Yao
    • Categories Global Optimization, Meta Heuristics, Multidisciplinary Design Optimization Tags , , , , , ,

    Many real-world dynamic problems have constraints, and in certain cases not only the objective function changes over time, but also the constraints. However, there is no research in answering the question of whether current algorithms work well on continuous dynamic constrained optimisation problems (DCOPs), nor is there any benchmark problem that reflects the common characteristics … Read more