V2EX search space

Search Space

定义 Definition

(计算机科学/数学/优化)搜索空间:指一个算法在寻找解或最优解时,所有可能候选解的集合与范围。搜索空间越大,通常越需要更高效的策略(如剪枝、启发式方法)来减少探索成本。该短语在人工智能、机器学习、组合优化与算法设计中非常常见。

发音 Pronunciation

/st spes/
/st spes/

例句 Examples

The search space is too large to check every possibility.
搜索空间太大,无法逐一检查每一种可能。

By using heuristics, the algorithm narrows the search space and finds a good solution faster, even if it may not be perfect.
通过使用启发式方法,算法缩小了搜索空间,更快找到一个不错的解,即使它不一定是最优解。

词源 Etymology

search 源自古法语 cerchier / chercher,意为“寻找、搜寻”;space 源自拉丁语 spatium,意为“空间、范围”。组合成 search space 后,语义从字面“搜索的空间/范围”扩展为技术语境中的“所有可被搜索的候选解范围”。

相关词 Related Words

文学与作品 Literary Works

  • Stuart Russell & Peter Norvig, Artificial Intelligence: A Modern Approach(讨论搜索问题、状态空间与搜索策略时常涉及“search space”的概念)
  • Ian Goodfellow, Yoshua Bengio & Aaron Courville, Deep Learning(在优化与模型选择等语境中常提到搜索空间/参数空间)
  • Christopher M. Bishop, Pattern Recognition and Machine Learning(涉及模型空间与参数搜索的讨论与相关表述)
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