Two main measures for the efficiency of an algorithm area.Complexity and Spaceb.Data and Spacec.Time and Spaced.Processor and Memory
Question
Two main measures for the efficiency of an algorithm are:
a. Complexity and Space
b. Data and Space
c. Time and Space
d. Processor and Memory
Solution
The correct answer is c. Time and Space.
Explanation:
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Complexity generally refers to how the computational resources used by an algorithm grow with the size of the input. This includes both:
- Time Complexity: A measure of the time an algorithm takes to complete as a function of the length of the input.
- Space Complexity: A measure of the amount of memory space required by the algorithm as a function of the length of the input.
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Data and Space is not a standard measure of algorithm efficiency. While data is important for algorithms, it does not directly categorize efficiency.
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Processor and Memory are hardware-related terms and do not directly reflect algorithmic efficiency.
Thus, the measures commonly used to assess algorithm efficiency are time and space, making option c the accurate choice.
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