What does "Heuristic" mean?

A heuristic is a practical approach or rule of thumb used to solve problems efficiently when an optimal solution is impractical or unknown. Heuristics are commonly used in artificial intelligence and decision-making processes to guide problem-solving.

Use Cases

Route Planning:

Using the shortest path heuristic in navigation apps.

Scheduling:

Applying heuristic rules to prioritize tasks in project management.

Problem Solving:

Using intuitive rules to guide search algorithms in finding solutions.

Importance

Efficiency:

Provides quick solutions to complex problems that may not have straightforward optimal solutions.

Scalability:

Handles large datasets and complex scenarios where an exhaustive search is not feasible.

Adaptability:

Can be tailored to specific domains and problem contexts to improve performance.

Analogies

A heuristic is like following a map with landmarks when driving in an unfamiliar city. Instead of relying solely on GPS directions, you use recognizable landmarks (heuristics) to navigate efficiently towards your destination.

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