RSM based algorithms
Response Surfaces Methodology (RSM) is a collection of mathematical techniques useful for modelling the output functions of interest. If RSM are incoropated within an optimization algorithm in an adaptive way, then the algorithm is speeded up considerably.
FMOGA-II is an evolution of the traditional global search MOGA-II genetic algorithm. The algorithm uses internal adaptive Response Surfaces to speed up the search path.
FSIMPLEX is an evolution of the traditional single-objective SIMPLEX algorithm. The algorithm uses internal adaptive Response Surfaces to speed up the search path.