A heuristic function is a problem-solving strategy that uses a practical method or various shortcuts to produce solutions that may not be optimal but are sufficient for reaching an immediate goal. It is often employed in algorithms to improve efficiency by estimating the cost of reaching a goal from a given state, especially in search algorithms like A*.

Heuristic Function

heuristic function

problem-solving strategy

practical method

various shortcuts

Optimal solutions

immediate goal

Algorithms are step-by-step procedures or formulas for solving problems or performing tasks, and are fundamental to computer science and artificial intelligence. They optimize processes by providing clear instructions that can be executed by machines to achieve desired outcomes efficiently and effectively.

algorithms

improve efficiency

estimating the cost

reaching a goal

given state

Search algorithms are fundamental techniques used in computer science to retrieve information from data structures, optimizing the process of finding specific elements or solutions. They are crucial for efficient data handling and are implemented across various applications, from databases to artificial intelligence systems.

search algorithms

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