Câu hỏi phỏng vấn Big-O Notation
Câu hỏi

What is an algorithm?

Câu trả lời

An algorithm is a finite sequence of well-defined instructions used to solve a problem or perform a computation. It is a step-by-step procedure that takes some input values, processes them through a series of operations, and produces an output. Algorithms are fundamental in computer science and mathematics for tasks such as data processing, automated reasoning, and decision making.

Here are some key points about algorithms:

  1. Definition: An algorithm is a method for solving a problem or performing a task in a finite number of steps. It starts from an initial state and proceeds through a series of well-defined stages to reach a final state, producing the desired output.

  2. Characteristics:

    • Finiteness: An algorithm must always terminate after a finite number of steps.
    • Definiteness: Each step of the algorithm must be precisely defined and unambiguous.
    • Input: An algorithm has zero or more inputs, which are the values provided to it initially.
    • Output: An algorithm produces one or more outputs, which are the results of the computation.
    • Effectiveness: The steps of an algorithm must be basic enough to be carried out, in principle, by a person using only paper and pencil.
  3. Importance: Algorithms are crucial because they provide a clear set of instructions for solving problems, which can be implemented in software to automate tasks. They help in optimizing performance, improving efficiency, and ensuring that solutions are scalable and maintainable.

  4. Examples: Common examples of algorithms include sorting algorithms (like Quick Sort and Merge Sort), searchi...

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What is Big O notation?

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What is the time complexity for "Hello, World" function?

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What are some algorithms which we use daily that has O(1) , O(n log n) and O(log n) complexities?

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