Response surface methodology's steepest ascent and step size revisited: Correction
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Abstract This Short Communication corrects Table 1 and Fig. 2 , Fig. 3 that were published in a recent article by the same authors, in this journal. The article discussed response surface methodology (RSM), which searches for the input combination maximizing the output of a real or simulated system. RSM uses steepest ascent (SA), which is scale-dependent. The article derived scale-independent ‘adapted’ SA (ASA). The two search directions were explored in Monte Carlo experiments. Unfortunately, the canonical and the non-canonical cases were mixed up. This Communication still shows that—in general—ASA gives a better search direction than SA.
[1] J. Kleijnen. Generalized Response Surface Methodology: A New Metaheuristic , 2006 .
[2] Jack P. C. Kleijnen,et al. Response surface methodology's steepest ascent and step size revisited , 2004, Eur. J. Oper. Res..