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Why does Java's hashCode() in String use 31 as a multiplier?

Asked 2008-11-18T16:39:43.627
602

Per the Java documentation, the hash code for a String object is computed as:

s[0]*31^(n-1) + s[1]*31^(n-2) + ... + s[n-1]

using int arithmetic, where s[i] is the ith character of the string, n is the length of the string, and ^ indicates exponentiation.

Why is 31 used as a multiplier?

I understand that the multiplier should be a relatively large prime number. So why not 29, or 37, or even 97?

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3 Answers

108

Goodrich and Tamassia computed from over 50,000 English words (formed as the union of the word lists provided in two variants of Unix) that using the constants 31, 33, 37, 39, and 41 will produce fewer than 7 collisions in each case. This may be the reason that so many Java implementations choose such constants.

See section 9.2 Hash Tables (page 522) of Data Structures and Algorithms in Java.

answered 2008-11-18T20:56:28.757
65

On (mostly) old processors, multiplying by 31 can be relatively cheap. On an ARM, for instance, it is only one instruction:

RSB       r1, r0, r0, ASL #5    ; r1 := - r0 + (r0<<5)

Most other processors would require a separate shift and subtract instruction. However, if your multiplier is slow this is still a win. Modern processors tend to have fast multipliers so it doesn't make much difference, so long as 32 goes on the correct side.

It's not a great hash algorithm, but it's good enough and better than the 1.0 code (and very much better than the 1.0 spec!).

answered 2008-11-18T17:01:45.563
20

Neil Coffey explains why 31 is used under Ironing out the bias.

Basically using 31 gives you a more even set-bit probability distribution for the hash function.

answered 2011-12-07T15:27:18.477

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