Asked by Russell Leung on Apr 24, 2024

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Which of the following is the main difference between algorithms and heuristics?

A) Unlike heuristics, algorithms lead to different answers to a given problem.
B) Heuristics take more time than algorithms.
C) Unlike heuristics, algorithms provide a definite solution to problem.
D) Unlike heuristics, algorithms are shortcut strategies that suggest a solution to a problem.

Algorithms

Fixed, step-by-step procedures for solving problems or completing tasks, often used in computing and mathematical operations for guaranteed solutions.

Heuristics

Mental shortcuts or rules of thumb that simplify decision making, not always leading to the most accurate conclusions.

Shortcut Strategies

Methods or techniques used to solve problems or make decisions more efficiently by reducing the cognitive load.

  • Clarify the disparity between heuristics and algorithms in the realm of problem resolution.
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destiny forehandMay 02, 2024
Final Answer :
C
Explanation :
The main difference between algorithms and heuristics is that algorithms provide a definite solution to a problem whereas heuristics are shortcut strategies that may suggest a solution but do not guarantee it. Algorithms are step-by-step procedures that are guaranteed to produce the correct answer if followed correctly, while heuristics are more flexible and rely on intuition and educated guessing.