Method for holistic optimization of the manufacturing process numerically described as low-dimensional database

Advanced Approaches in Manufacturing Engineering and Technologies Design

Open Access

Table 1

Values of Δ_i’ images dimension.

Condition-variables	Successive steps of dimensionality reduction (Database for 150 cases)
	Step 1	Step 2	Step 3	Step 4	Step 5
v₁	0.9333	0.9333	0.9333	0.9333	0.9333
v₂	0.7889	0.7889	0.7889	0.7889	0.9056
v₃	0.2036	0.8409	0.8409	0.8409	0.8409
v₄	0.7611	0.7611	0.7611	0.7611	0.7611
v₅	0.2078	0.2078	0.3278	0.3278	0.3600
v₆	0.4084	0.4084	0.4084	0.4084	0.4084
v₇	0.2036	–	–	–	–
v₈	0.2043	0.2043	–	–	–
v₉	0.3842	0.3842	0.3851	0.3851	0.3851
v₁₀	0.2050	0.2050	0.2050	–	–
v₁₁	0.2385	0.2385	0.2385	0.2385	–
Condition-variables	Successive steps of dimensionality reduction (Database for 50 cases)
	Step 1	Step 2	Step 3	Step 4	Step 5
v₁	0.8037	0.8444	0.8444	0.8444	0.8444
v₂	0.7167	0.9056	0.9056	0.9056	0.9056
v₃	0.3192	0.3192	0.3192	0.7197	0.7197
v₄	0.7800	0.7800	0.9189	0.9189	0.9189
v₅	0.3278	0.3278	0.3278	0.3278	0.6001
v₆	0.4535	0.4535	0.4535	0.4535	0.4535
v₇	0.3192	0.3192	0.3192	–	–
v₈	0.3240	0.3240	0.3240	0.3240	–
v₉	0.5849	0.5849	0.5849	0.5849	0.5849
v₁₀	0.2661	0.2661	–	–	–
v₁₁	0.2066	–	–	–	–

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