(a) Components of variations and their contributions (b) X Chart and R Chart
Minimization
In mathematics, traditional optimization problems are typically expressed in terms of minimization. When we talk about minimizing or maximizing a function, we refer to the maximum and minimum possible values of that function. This can be expressed in terms of global or local range. The definition of minimization in the thesaurus is the process of reducing something to a small amount, value, or position. Minimization (noun) is an instance of belittling or disparagement.
Maxima and Minima
The extreme points of a function are the maximum and the minimum points of the function. A maximum is attained when the function takes the maximum value and a minimum is attained when the function takes the minimum value.
Derivatives
A derivative means a change. Geometrically it can be represented as a line with some steepness. Imagine climbing a mountain which is very steep and 500 meters high. Is it easier to climb? Definitely not! Suppose walking on the road for 500 meters. Which one would be easier? Walking on the road would be much easier than climbing a mountain.
Concavity
In calculus, concavity is a descriptor of mathematics that tells about the shape of the graph. It is the parameter that helps to estimate the maximum and minimum value of any of the functions and the concave nature using the graphical method. We use the first derivative test and second derivative test to understand the concave behavior of the function.
![Analyze the following study in terms:
(a) Components of variations and their contributions
(b) X Chart and R Chart
Components of Variation
DATA by PARTS
100-
11.14
|% Contrbuton
% Study Var
% Tolerance
50
11.12
11.10
Gage RAR
Repeat
Reprod
Part-to-Part
3
9
10
PARTS
R Chart by OPERATOR
One
DATA by OPERATOR
Twe
Three
11.14
UCL-0.01188
0.010
11.12
0.005
R-0.00462
11.10-
0.000
La-0
One
Twe
Three
OPERATOR
Xbar Chart by OPERATOR
One
Two
Three
OPERATOR * PARTS Interaction
11.14
11.14
OPERATOR
One
UCL-11.12530
Two
X-11.12057
LC-11.11585
• Thưe
11.12
11.12
11.10
11.10
4 5
6 7 8 9 10
PARTS
Sample Mean
abuey ajduS
Percent
Average](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2F1ffc4dcf-360b-49ab-8f3e-458a9d915805%2F02be4c64-4382-41af-a141-391c566bc2f0%2Ffme234m_processed.png&w=3840&q=75)
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