Question
Which of the following is a true statement?(1 point) Responses There are no ways to measure space complexity and time complexity. There are no ways to measure space complexity and time complexity. The only effort to consider regarding algorithm code is implementation. The only effort to consider regarding algorithm code is implementation. Shorter codes always have greater ease of implementation than longer codes. Shorter codes always have greater ease of implementation than longer codes. The efficiency of an algorithm measures the amount of resources it needs.
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GPT-4o mini
The true statement among the options provided is:
**The efficiency of an algorithm measures the amount of resources it needs.**
This statement accurately reflects the concept of algorithm efficiency, which typically encompasses both time complexity (how the execution time of an algorithm increases with the size of the input) and space complexity (how the memory requirements of an algorithm increase with the size of the input). The other statements are false or misleading.
**The efficiency of an algorithm measures the amount of resources it needs.**
This statement accurately reflects the concept of algorithm efficiency, which typically encompasses both time complexity (how the execution time of an algorithm increases with the size of the input) and space complexity (how the memory requirements of an algorithm increase with the size of the input). The other statements are false or misleading.
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