This is an implementation of a multi-objective optimization algorithm NSGAII-DMS. This algorithm is designed for a multiobjective robust MRO model that simultaneously optimizes the robust desirabilty functions of the location and dispersion effects of multiple responses considering model uncertainty. NSGAII-DMS combines the search mechanisms of NSGA-II and DMS. Please refer to the following paper for more details about the model and the NSGAII-DMS algorithm:
- Li, A.-D., He, Z., & Zhang, Y. (2022). Robust multi-response optimization considering location effect, dispersion effect, and model uncertainty using hybridization of NSGA-II and direct multi-search. Computers & Industrial Engineering, 169, 108247. https://doi.org/10.1016/j.cie.2022.108247 [download the bib file] [dowdoad the paper]