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Definition of an Algorithm
An algorithm is a set of instructions for solving a problem or completing a task. It takes
some input, processes a finite series of well-defined steps, and provides the expected
result. It tells you specifically what to do, step by step, to reach a target. Whether written in
plain language, pseudocode, or actual programming, 1 algorithms are the Foundation of
solving problems in computing and everyday life.
Characteristics of a Good Algorithm
Well-Defined Input and Output
A good algorithm specifies the required inputs and the expected outputs, ensuring no
uncertainty remains.
Finiteness
3 The algorithm must terminate after a limited number of steps to prevent endless
execution.
3. Clarity:
The algorithm should have clear and brief steps, making it easy to follow and implement.
4. Efficiency:
The algorithm should Effectively use 2 resources such as time (speed) and space
(memory). Efficiency is often measured using time and space complexity.
5. Correctness
The algorithm must return the correct output for all valid inputs, ensuring 1 the problem is
solved as intended
6. Generality
A good algorithm should be versatile enough to handle various inputs, making it applicable
to Multiple outcomes.
7. Step-by-Step Execution
The steps should follow a logical order, ensuring Flawless execution from start to finish.
8. Scalability
It should perform effectively as the size of input data Increases, maintaining reasonable
efficiency
Sources
https://www.geeksforgeeks.org/introduction-to-algorithms/
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https://www.allaboutai.com/ai-glossary/algorithmic-efficiency/
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