V2EX time complexity

Time Complexity

释义 Definition

时间复杂度:衡量一个算法在输入规模增长时,运行时间随规模变化的增长趋势的指标,通常用“大 O 表示法”(如 **O(1), O(n), O(n log n), O(n)**)来描述。它更关注“增长阶”,而非某台机器上的具体秒数。(在不同语境下也可能讨论平均/最坏/最好时间复杂度。)

发音 Pronunciation (IPA)

/tam kmplksti/

例句 Examples

The time complexity of this search is O(n).
这种搜索的时间复杂度是 O(n)。

Although the program runs fast on small inputs, its time complexity becomes a bottleneck as the dataset grows.
虽然这个程序在小规模输入下运行很快,但随着数据集增长,它的时间复杂度会成为性能瓶颈。

词源 Etymology

time 源自古英语 tīma,表示“时间、时期”;complexity 来自拉丁语 complexus(“交织在一起的”),引申为“复杂性”。组合成 time complexity,在计算机科学中用来表达“算法时间开销随输入规模交织增长的程度/趋势”,逐渐固定为术语。

相关词 Related Words

文学与经典作品 Literary & Notable Works

  • Introduction to Algorithms(Cormen, Leiserson, Rivest, Stein,常称 CLRS)
  • The Art of Computer Programming(Donald E. Knuth)
  • Algorithms(Robert Sedgewick & Kevin Wayne)
  • Concrete Mathematics(Graham, Knuth, Patashnik;涉及渐近分析与增长阶思想,常与时间复杂度一并学习)
关于     帮助文档     自助推广系统     博客     API     FAQ     Solana     5051 人在线   最高记录 6679       Select Language
创意工作者们的社区
World is powered by solitude
VERSION: 3.9.8.5 6ms UTC 03:58 PVG 11:58 LAX 19:58 JFK 22:58
Do have faith in what you're doing.
ubao msn snddm index pchome yahoo rakuten mypaper meadowduck bidyahoo youbao zxmzxm asda bnvcg cvbfg dfscv mmhjk xxddc yybgb zznbn ccubao uaitu acv GXCV ET GDG YH FG BCVB FJFH CBRE CBC GDG ET54 WRWR RWER WREW WRWER RWER SDG EW SF DSFSF fbbs ubao fhd dfg ewr dg df ewwr ewwr et ruyut utut dfg fgd gdfgt etg dfgt dfgd ert4 gd fgg wr 235 wer3 we vsdf sdf gdf ert xcv sdf rwer hfd dfg cvb rwf afb dfh jgh bmn lgh rty gfds cxv xcv xcs vdas fdf fgd cv sdf tert sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf shasha9178 shasha9178 shasha9178 shasha9178 shasha9178 liflif2 liflif2 liflif2 liflif2 liflif2 liblib3 liblib3 liblib3 liblib3 liblib3 zhazha444 zhazha444 zhazha444 zhazha444 zhazha444 dende5 dende denden denden2 denden21 fenfen9 fenf619 fen619 fenfe9 fe619 sdf sdf sdf sdf sdf zhazh90 zhazh0 zhaa50 zha90 zh590 zho zhoz zhozh zhozho zhozho2 lislis lls95 lili95 lils5 liss9 sdf0ty987 sdft876 sdft9876 sdf09876 sd0t9876 sdf0ty98 sdf0976 sdf0ty986 sdf0ty96 sdf0t76 sdf0876 df0ty98 sf0t876 sd0ty76 sdy76 sdf76 sdf0t76 sdf0ty9 sdf0ty98 sdf0ty987 sdf0ty98 sdf6676 sdf876 sd876 sd876 sdf6 sdf6 sdf9876 sdf0t sdf06 sdf0ty9776 sdf0ty9776 sdf0ty76 sdf8876 sdf0t sd6 sdf06 s688876 sd688 sdf86