Math Problem Statement
Find the worst-case number of < comparisons performed by the following pseudocode segment. Preconditions: n is in {5, 10, 15, 20, 25}. while n < 18 do
n ← n + 5
Tell which values of n produce the worst case. (Enter your answers as a comma-separated list.) n is in
Solution
To determine the worst-case number of comparisons performed by the pseudocode, we need to carefully analyze the logic behind the given code. The pseudocode performs a while
loop, with the condition being that the loop runs while . Inside the loop, is incremented by 5 on each iteration.
Pseudocode breakdown:
while n < 18 do
n ← n + 5
- Preconditions: is an integer in the set {5, 10, 15, 20, 25}.
- The loop executes as long as , and on each iteration, is increased by 5.
Step-by-step analysis:
-
If :
- The condition is true, so the loop runs.
- After the first iteration, becomes 10. The comparison is made again.
- After the second iteration, becomes 15. The comparison is made again.
- After the third iteration, becomes 20, and is false, so the loop exits.
- Total comparisons: 4 (one for each iteration before the loop exits).
-
If :
- The condition is true, so the loop runs.
- After the first iteration, becomes 15. The comparison is made again.
- After the second iteration, becomes 20, and is false, so the loop exits.
- Total comparisons: 3 (one for each iteration before the loop exits).
-
If :
- The condition is true, so the loop runs.
- After the first iteration, becomes 20, and is false, so the loop exits.
- Total comparisons: 2 (one for the iteration before the loop exits).
-
If :
- The condition is false, so the loop doesn't run at all.
- Total comparisons: 1 (the first comparison is made to check if the loop condition is satisfied).
-
If :
- The condition is false, so the loop doesn't run at all.
- Total comparisons: 1 (the first comparison is made to check if the loop condition is satisfied).
Summary of results:
- When , 4 comparisons are made.
- When , 3 comparisons are made.
- When , 2 comparisons are made.
- When , 1 comparison is made.
- When , 1 comparison is made.
Worst-case number of comparisons:
- The worst-case number of comparisons occurs when , where 4 comparisons are made.
Answer:
- Worst-case number of comparisons: 4
- Values of that produce the worst case: 5
Let me know if you would like further details or clarification!
Here are some related questions for you:
- How does the number of comparisons change if we change the increment in the pseudocode?
- What would happen if the loop condition were instead of ?
- What would the number of comparisons be if started with a value greater than 18?
- How can you generalize this problem to determine the number of comparisons for other sets of values for ?
- What other types of loops can have similar analysis for determining the worst-case scenario?
Tip: When analyzing loops, focus on how the loop conditions interact with the input values, as this is key to determining the number of iterations (and comparisons) performed.
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Math Problem Analysis
Mathematical Concepts
Algorithm Analysis
Loop Execution Analysis
Formulas
Number of comparisons = Iterations of loop + 1
Theorems
Concept of worst-case analysis in algorithmic loops
Suitable Grade Level
Grades 10-12
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