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In an injection-molding operation, the length and width, denoted as \(X\) and \(Y\), respectively, of each molded part are evaluated. Let \(A\) denote the event of \(48

Short Answer

Expert verified
(e) If mutually exclusive, the process couldn't produce parts meeting both conditions simultaneously.

Step by step solution

01

Understand the Problem

We need to represent events based on given dimensions of a molded part using a Venn diagram. Event \(A\) is the condition that the length \(X\) is between 48 and 52 cm, and \(B\) is the condition that the width \(Y\) is between 9 and 11 cm.
02

Construct Venn Diagram for Events

Draw two overlapping circles. Label one circle as \(A\) and the other as \(B\). The overlap of these circles will represent \(A \cap B\). The space inside a circle represents that event occurring and the area outside represents the complement of the event.
03

Shade Event (a): A

To represent event \(A\), shade the entire circle labeled \(A\). This includes the overlap with \(B\) because parts with \(48 < X < 52\) also include those where \(Y\) meets the condition for \(B\).
04

Shade Event (b): A ∩ B

To represent \(A \cap B\), shade only the overlapping section of the circles labeled \(A\) and \(B\). This indicates where both conditions \(A\) and \(B\) are satisfied.
05

Shade Event (c): A′ ∪ B

For \(A' \cup B\), shade all areas outside circle \(A\) plus the entire circle \(B\). This shows where either \(B\) occurs or \(A\) does not occur (or both).
06

Shade Event (d): A ∪ B

To represent \(A \cup B\), shade all portions inside the circles \(A\) and \(B\) together, including the overlap. This includes all instances where either \(A\) or \(B\) or both occur.
07

Analyze Mutual Exclusivity for Event (e)

If \(A\) and \(B\) were mutually exclusive, their circles on the Venn diagram wouldn't overlap. This would mean no parts could simultaneously have dimensions with \(48 < X < 52\) and \(9 < Y < 11\), leading to no possible production of parts with \(X = 50\) cm and \(Y = 10\) cm.

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Venn Diagram
A Venn diagram is a visual tool that helps to illustrate relationships between different sets or events. In the context of probability, it can show how events intersect, differ, or overlap.
In our exercise, we use circles to represent each event:
  • Circle labeled "A" represents the event where the length of the molded part, denoted by variable \( X \), is between 48 and 52 cm.
  • Circle labeled "B" represents the event where the width, represented by \( Y \), is between 9 and 11 cm.
The overlapping area of circles \( A \) and \( B \) in the Venn diagram represents the intersection, where both events occur simultaneously. The rest of the circles and their surrounding spaces help to conceptualize how much these events overlap and where they stand individually. Whether areas of these circles are shaded help indicate specific event conditions, making it a powerful tool for visualizing probabilities and outcomes.
Mutually Exclusive Events
Mutually exclusive events are scenarios where two events cannot occur at the same time. If events \( A \) and \( B \) are mutually exclusive, the occurrence of \( A \) means \( B \) does not occur, and vice versa. In a Venn diagram, mutually exclusive events have their circles completely separate from each other, meaning no overlap.

For this exercise, if events \( A \) (for length \( X \) between 48 and 52 cm) and \( B \) (for width \( Y \) between 9 and 11 cm) were mutually exclusive, there would be no overlap in the Venn diagram. This would imply that no parts could possibly exist that meet both conditions at the same time.

Since the problem discussed asks whether production is successful under mutual exclusivity, we can understand that not finding an intersection would lead to the impossibility of making parts with simultaneous measurements, such as \( X = 50 \) cm and \( Y = 10 \) cm.
Intersection of Events
The intersection of events refers to the scenario where two or more events happen at the same time. In our Venn diagram, the intersection is visually represented by the overlapping region of circles \( A \) and \( B \).

Mathematically, it is symbolized as \( A \cap B \). This notation means we're looking for outcomes where both \( A \) and \( B \) occur. For this problem, this intersection means the part with length \( X \) and width \( Y \) falls into the range defined by both events.
  • The parts in this intersection will have dimensions satisfying both the conditions: \(48 < X < 52\) and \(9 < Y < 11\).
  • If we aren't able to find such an intersection, it indicates no parts exist that meet both criteria at the same time.
This is an essential concept in probability as it shows where two conditions are met simultaneously, helping in determining joint probabilities and providing insight into how conditions correlate in data sets.

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Most popular questions from this chapter

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