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Exploring the response surface

Figure 1. The experiments carried out according to an OVAT (COST) approach (a) fail to explore the response surface. Even if 12 experiments were performed, no one reaches a value higher than 40. A central factorial approach, using only 5 experiments covers a much wider region of the experimental space (b). With appropriate analysis tools, it would be possible to discover the approximate form of the surface. Figure 1. The experiments carried out according to an OVAT (COST) approach (a) fail to explore the response surface. Even if 12 experiments were performed, no one reaches a value higher than 40. A central factorial approach, using only 5 experiments covers a much wider region of the experimental space (b). With appropriate analysis tools, it would be possible to discover the approximate form of the surface.
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