为什么在恒定时间( O(1) )内访问数组中的任何单个元素? [英] Why is accessing any single element in an array done in constant time ( O(1) )?
问题描述
根据维基百科,访问数组中的任何单个元素需要固定的时间,因为只需执行一项操作即可定位.
According to Wikipedia, accessing any single element in an array takes constant time as only one operation has to be performed to locate it.
对我来说,幕后发生的事情可能看起来像这样:
To me, what happens behind the scenes probably looks something like this:
a) 搜索是线性完成的(例如,我想访问元素 5.我从索引 0 开始搜索,如果它不等于 5,则转到索引 1 等)这是 O(n) -- 其中 n 是数组的长度
a) The search is done linearly (e.g. I want to access element 5. I begin the search at index 0, if it's not equal to 5, I go to index 1 etc.) This is O(n) -- where n is the length of the array
b) 如果数组存储为 B 树,这将得到 O(log n)
b) If the array is stored as a B-tree, this would give O(log n)
我看不到其他方法.
有人可以解释为什么以及如何在 O(1) 中做到这一点吗?
Can someone please explain why and how this is done in O(1)?
推荐答案
数组从特定的内存地址开始start
.每个元素占用相同数量的字节element_size
.数组元素从起始地址开始一个接一个地位于内存中.所以你可以用start + i * element_size
计算元素i
的内存地址.此计算与数组大小无关,因此O(1)
.
An array starts at a specific memory address start
. Each element occupies the same amount of bytes element_size
. The array elements are located one after another in the memory from the start address on. So you can calculate the memory address of the element i
with start + i * element_size
. This computation is independent of the array size and is therefor O(1)
.
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