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    各种字符串Hash函数比较

    不会飞的鸟发表于 2014-11-10 11:53:00
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    常用的字符串Hash函数还有ELFHash,APHash等等,都是十分简单有效的方法。这些函数使用位运算使得每一个字符都对最后的函数值产生影响。另外还有以MD5和SHA1为代表的杂凑函数,这些函数几乎不可能找到碰撞。

    常用字符串哈希函数有BKDRHash,APHash,DJBHash,JSHash,RSHash,SDBMHash,PJWHash,ELFHash等等。对于以上几种哈希函数,我对其进行了一个小小的评测。

    Hash函数数据1数据2数据3数据4数据1得分数据2得分数据3得分数据4得分平均分
    BKDRHash20477448196.5510090.9582.0592.64
    APHash23475449396.5588.4610051.2886.28
    DJBHash22497547496.5592.31010083.43
    JSHash14476150610084.6296.8317.9581.94
    RSHash10486150510010051.5820.5175.96
    SDBMHash32484950493.192.3157.0123.0872.41
    PJWHash302648785130043.89021.95
    ELFHash302648785130043.89021.95

    其中数据1为100000个字母和数字组成的随机串哈希冲突个数。数据2为100000个有意义的英文句子哈希冲突个数。数据3为数据1的哈希值与1000003(大素数)求模后存储到线性表中冲突的个数。数据4为数据1的哈希值与10000019(更大素数)求模后存储到线性表中冲突的个数。

    经过比较,得出以上平均得分。平均数为平方平均数。可以发现,BKDRHash无论是在实际效果还是编码实现中,效果都是最突出的。APHash也是较为优秀的算法。DJBHash,JSHash,RSHash与SDBMHash各有千秋。PJWHash与ELFHash效果最差,但得分相似,其算法本质是相似的。

    在信息修竞赛中,要本着易于编码调试的原则,个人认为BKDRHash是最适合记忆和使用的。

    BYVoid原创,欢迎建议、交流、批评和指正。

    附:各种哈希函数的C语言程序代码

    unsigned int SDBMHash(char *str)
    {
    unsigned
    int hash = 0;

    while (*str)
    {
    // equivalent to: hash = 65599*hash + (*str++);
    hash = (*str++) + (hash << 6) + (hash << 16) - hash;
    }

    return (hash & 0x7FFFFFFF);
    }

    // RS Hash Function
    unsigned int RSHash(char *str)
    {
    unsigned
    int b = 378551;
    unsigned
    int a = 63689;
    unsigned
    int hash = 0;

    while (*str)
    {
    hash
    = hash * a + (*str++);
    a
    *= b;
    }

    return (hash & 0x7FFFFFFF);
    }

    // JS Hash Function
    unsigned int JSHash(char *str)
    {
    unsigned
    int hash = 1315423911;

    while (*str)
    {
    hash
    ^= ((hash << 5) + (*str++) + (hash >> 2));
    }

    return (hash & 0x7FFFFFFF);
    }

    // P. J. Weinberger Hash Function
    unsigned int PJWHash(char *str)
    {
    unsigned
    int BitsInUnignedInt = (unsigned int)(sizeof(unsigned int) * 8);
    unsigned
    int ThreeQuarters = (unsigned int)((BitsInUnignedInt * 3) / 4);
    unsigned
    int OneEighth = (unsigned int)(BitsInUnignedInt / 8);
    unsigned
    int HighBits = (unsigned int)(0xFFFFFFFF) << (BitsInUnignedInt - OneEighth);
    unsigned
    int hash = 0;
    unsigned
    int test = 0;

    while (*str)
    {
    hash
    = (hash << OneEighth) + (*str++);
    if ((test = hash & HighBits) != 0)
    {
    hash
    = ((hash ^ (test >> ThreeQuarters)) & (~HighBits));
    }
    }

    return (hash & 0x7FFFFFFF);
    }

    // ELF Hash Function
    unsigned int ELFHash(char *str)
    {
    unsigned
    int hash = 0;
    unsigned
    int x = 0;

    while (*str)
    {
    hash
    = (hash << 4) + (*str++);
    if ((x = hash & 0xF0000000L) != 0)
    {
    hash
    ^= (x >> 24);
    hash
    &= ~x;
    }
    }

    return (hash & 0x7FFFFFFF);
    }

    // BKDR Hash Function
    unsigned int BKDRHash(char *str)
    {
    unsigned
    int seed = 131; // 31 131 1313 13131 131313 etc..
    unsigned int hash = 0;

    while (*str)
    {
    hash
    = hash * seed + (*str++);
    }

    return (hash & 0x7FFFFFFF);
    }

    // DJB Hash Function
    unsigned int DJBHash(char *str)
    {
    unsigned
    int hash = 5381;

    while (*str)
    {
    hash
    += (hash << 5) + (*str++);
    }

    return (hash & 0x7FFFFFFF);
    }

    // AP Hash Function
    unsigned int APHash(char *str)
    {
    unsigned
    int hash = 0;
    int i;

    for (i=0; *str; i++)
    {
    if ((i & 1) == 0)
    {
    hash
    ^= ((hash << 7) ^ (*str++) ^ (hash >> 3));
    }
    else
    {
    hash
    ^= (~((hash << 11) ^ (*str++) ^ (hash >> 5)));
    }
    }

    return (hash & 0x7FFFFFFF);
    }



    不会飞的鸟 2014-11-10 19:53 发表评论


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