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What is? Types, Applications and Challenges of Algorithm; Videos and Images/Photos
Computer Algorithms Images/Photos: 3. Image by Aaron Olson from Pixabay
Algorithm | Computer Science | Science and Information and Communication Technology (Sci & ICT) Systems.
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Definition – What is Algorithm?
Algorithms are step-by-step sets of instructions for solving specific problems or performing particular tasks. They are a fundamental concept in computer science and mathematics, used to solve a wide range of problems efficiently and accurately. Here are some key aspects and types of algorithms:
Purpose
Algorithms are designed to solve various types of problems, from simple arithmetic calculations to complex tasks like sorting data, searching for information, and more.
Characteristics:
Efficiency
One of the main goals in algorithm design is to create algorithms that are efficient in terms of time and space complexity. This means they should accomplish their tasks quickly and use as little memory as possible.
Types of Algorithms
Complexity Analysis
Evaluating the time and space complexity of algorithms is crucial to understand how their performance scales with input size.
Paradigms
Different approaches to solving problems can lead to various algorithmic paradigms, such as brute force, divide and conquer, dynamic programming, and more.
Applications
Algorithms are used in various fields, including computer science, mathematics, engineering, data science, artificial intelligence, cryptography, and many others.
Challenges
Some problems are known as NP-hard, indicating that finding an optimal solution is believed to be computationally infeasible in polynomial time. These problems often require heuristic algorithms or approximation techniques.
In summary, algorithms are fundamental tools in computer science and problem-solving, enabling efficient and systematic ways to address a wide range of computational and mathematical challenges.
What is Algorithm? Video and Images/Photos: 1 and 2
This blog post titled: ”Algorithm – What is? Purpose, Types, Applications, Challenges; Videos and Images/Photos’‘ is categorised under the theme Computer Science in Science and Information and Communication Technology (Sci & ICT) Systems.
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