Search Algorithms

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Search algorithms are fundamental tools in computer science and AI because they help systems find the information or solution they need within a larger set of possibilities. At the simplest level, a search might scan items one by one or use a faster strategy that narrows down where the answer could be. In more complex settings like graphs or trees, search algorithms explore connections between nodes to discover paths and relationships.

Many AI applications use search to plan actions or navigate through spaces by guiding exploration toward likely solutions. Web search engines take this idea further by scanning large collections of documents and ranking the ones most relevant to a user’s query. Modern systems often blend classic search techniques with machine learning to improve ranking quality and handle large-scale datasets more effectively.

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