The study presents the use of kriging interpolation as a function approximation method for the construction of an internal model of the fitness landscape. This model is intended to guide the search process with a reduced number of fitness function evaluations.
This paper, published in Artificial Intelligence for Engineering Design, Analysis and Manufacturing, is relevant to the journal’s focus on computer science and engineering applications. By describing kriging interpolation for fitness search, the paper contributes to the field of computation.