Global optimization for mixed categorical-continuous variables based on Gaussian process models with a randomized categorical space exploration step

AbstractReal industrial studies often give rise to complex optimization problems involving mixed variables and time consuming simulators. To deal with these difficulties we propose the use of a Gau...