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The set of instructions that help in solving a problem or completing a task is known as an algorithm. They are widely used in mathematics and computer science as a well-defined finite series, helpful in solving problems. For the computers to process the data, algorithms are a must.
There are several ways to classify algorithms. Every classification has its merit. The various classifications of algorithms are:
There are several classifications under the implementation class of algorithms. These are:
2. By design paradigm
There are several paradigms and every paradigm is different from each other. Another way to classify algorithms by design paradigm. Common paradigms are brute-force, search and enumeration, reduction of complexity, divide and conquer, randomized algorithm, and backtracking.
3. Optimization problems
Algorithms are also classified based on optimization problems. These algorithms may fall in the general categories briefed above as well as in the category of optimization problems. The categories under optimization problems are linear programming, dynamic programming, the greedy method, and the heuristic method.
A glimpse of algorithm university assignment question and solution files.
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