How to analyze algorithm efficiency?
Efficiency of an algorithm can be overviewed by two different methods, before and after implementation which are mentioned below:
A posterior analysis: This is also known as empirical analysis of an algorithm. The particular algorithm is implemented based on different programming languages. Then the algorithm is executed on the targeted computer system. In this, we overview the space required and total running time of an algorithm.
A priori analysis: This is a theoretical base for an algorithm. Efficiency and performance of an algorithm is measured by observing all the given factors such as constant and processor speed. And it does not have any impact on the implementation.
Creating a perfect sequence for a program is essential for its efficiency. It can manipulate the data of the program in various ways such as dorting an item, inserting a new data entry and identifying the specific data type.
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