7. In an automated factory, we want to monitor the manufacturing process on-line. An intelligent sensory...

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7. In an automated factory, we want to monitor the manufacturing process on-line. An intelligent sensory system is being developed. The indirect indexes used are pressure (X) and temperature (Y). Twenty experiments have been conducted. The results are shown in the following: Test No. 1 2 3 4 5 6 7 8 9 10 X 20 16 20 14 17 10 13 18 15 10 15697 Y 21 21 23 25 25 28 29 Process Stability Stable Stable Stable Stable Stable Stable Stable Stable Stable Stable Test No. 11 12 13 14 15 16 17 18 19 20 X 22 23 23 26 26 30 29 27 28 30 Y 34 32 29 35 30 35 31 24 27 25 Process Stability Graphical method is not acceptable and no credit at all. You need to hand in your procedure, including: (A) Flow Chart of your algorithm (B) Computer program (including input & output) (C) A brief description (D) The two-category linear classifier (linear discriminant function) (3) No discussion during exam. Unstable Unstable Unstable Unstable Unstable Unstable Unstable Unstable Unstable Unstable Please use a two-category linear classifier (linear discriminant function), which is based on the perceptron criterion function, to categorize the manufacturing process into two categories: Stable and Unstable. (60%) Notice: (1) (2) 7. In an automated factory, we want to monitor the manufacturing process on-line. An intelligent sensory system is being developed. The indirect indexes used are pressure (X) and temperature (Y). Twenty experiments have been conducted. The results are shown in the following: Test No. 1 2 3 4 5 6 7 8 9 10 X 20 16 20 14 17 10 13 18 15 10 15697 Y 21 21 23 25 25 28 29 Process Stability Stable Stable Stable Stable Stable Stable Stable Stable Stable Stable Test No. 11 12 13 14 15 16 17 18 19 20 X 22 23 23 26 26 30 29 27 28 30 Y 34 32 29 35 30 35 31 24 27 25 Process Stability Graphical method is not acceptable and no credit at all. You need to hand in your procedure, including: (A) Flow Chart of your algorithm (B) Computer program (including input & output) (C) A brief description (D) The two-category linear classifier (linear discriminant function) (3) No discussion during exam. Unstable Unstable Unstable Unstable Unstable Unstable Unstable Unstable Unstable Unstable Please use a two-category linear classifier (linear discriminant function), which is based on the perceptron criterion function, to categorize the manufacturing process into two categories: Stable and Unstable. (60%) Notice: (1) (2)