NSGA-II

NSGA-II is a very famous multi-objective optimization algorithm. I submitted an example previously and wanted to make this submission useful to others by creating it as a function. Even though this function is very specific to benchmark problems, with a little bit more modification this can be adopted for any multi-objective optimization.

Keywords for this software

Anything in here will be replaced on browsers that support the canvas element

References in zbMATH (referenced in 8 articles )

Showing results 1 to 8 of 8.
Sorted by year (citations)

  1. Gaiardo Fossati, Giovani; Fleck Fadel Miguel, Letícia; Paucar Casas, Walter Jesus: Multi-objective optimization of the suspension system parameters of a full vehicle model (2019)
  2. Vargas, Dênis E. C.; Lemonge, Afonso C. C.; Barbosa, Helio J. C.; Bernardino, Heder S.: Differential evolution with the adaptive penalty method for structural multi-objective optimization (2019)
  3. Eftekharian, Seyedeh Elham; Shojafar, Mohammad; Shamshirband, Shahaboddin: 2-phase NSGA II: an optimized reward and risk measurements algorithm in portfolio optimization (2017)
  4. Salgueiro, Yamisleydi; Toro, Jorge L.; Bello, Rafael; Falcon, Rafael: Multiobjective variable mesh optimization (2017)
  5. Couckuyt, Ivo; Deschrijver, Dirk; Dhaene, Tom: Fast calculation of multiobjective probability of improvement and expected improvement criteria for Pareto optimization (2014)
  6. Xu, Qingyang; Zhang, Chengjin; Zhang, Li; Wang, Chaoyang: Multiobjective optimization of PID controller of PMSM (2014)
  7. Almeida, Carolina P.; Gonçalves, Richard A.: An experimental analysis of evolutionary heuristics for the biobjective traveling purchaser problem (2012)
  8. Mateo, Pedro M.; Alberto, Isolina: Re-implementing NSGA-II and SPEA2 using Pareto based operators (2010)