使用素数比较字谜

时间:2012-11-04 03:27:07

标签: algorithm math numbers primes

有一个问题是试图看两个唯一的字符串是否是彼此的字谜。我考虑过的第一个解决方案是对两个字符串进行排序,看看它们是否相等。

我一直在考虑另一种解决方案,我想讨论是否可行。

这个想法是为每个字符分配一个数值并对其求和,这样一组唯一的字符就会产生一个唯一的值。当我们测试字谜时,我们不介意“asdf”和“adsf”的校验和是否相同 - 实际上,我们要求它是这样的。但是字符串“aa”和“b”的校验和不应该相等。

我正在考虑将前52个素数分配给字母“a”到“z”然后“A”到“Z”(假设我们只有字母)。

如果52个素数集合中任何两个或更多个素数的总和可能导致该集合中存在另一个素数,则上述方案将会中断。

我的怀疑是: -

  1. 是否有任何编号方案可以满足我的要求?
  2. 我不确定所涉及的数学;是否有可能证明/是否有任何证据表明前52个素数集合中两个或更多个素数的总和至少有一个存在于同一个集合中的值?
  3. 感谢。

7 个答案:

答案 0 :(得分:15)

使用乘法而不是加法。 Primes是“乘法独特的”,但不是“加法独特”。

答案 1 :(得分:3)

稍微更笨重的方法是需要最长字符串max_len的长度(或任何特定字符的最大数量,以获得更好的性能)。鉴于此,您的哈希看起来像

number_of_a*max_len^51 + number_of_b*max_len^50 + ... + number_of_Z*max_len^0

如果你更喜欢使用素数,乘法会更好,如前所述。

当然,您可以通过使用52个值的数组来实现相同的效果。

答案 2 :(得分:1)

您试图通过比较两个n位数字是否相等来比较两个排序的字符串是否相等。一旦你的字符串足够长,有超过2 ^ n个可能的排序字符串,你肯定会有两个不同的排序字符串产生相同的n位数。 http://en.wikipedia.org/wiki/Birthday_problem可能会在此之前遇到问题,除非(与素数相乘)有一些定理说你不能从同一个数字中得到两个不同的字符串。

在某些情况下,您可以通过将此想法用作快速首次检查相等性来节省时间,这样您只需要比较排序后的字符串,如果它们的数字匹配。

答案 3 :(得分:0)

不要使用素数 - 素数属性与除法有关,而不是和。 但是,这个想法很好,你可以使用位集,但你会遇到另一个问题 - 重复字母(与素数相同的问题,1 + 1 + 1 = 3)。 所以,你可以使用一个整数集,一个字母频率为1 ... 26的数组。

答案 4 :(得分:0)

def primes(n):
    array = [i for i in range(2,n+1)]
    p = 2

    while p <= n:
        i = 2*p
        while i <= n:
            array[i-2] = 0
            i += p
        p += 1

    return [num for num in array if num > 0]

def anagram(a):
    # initialize a list
    anagram_list = []
    for i in a: 
        for j in a: 
            if i != j and (sorted(str(i))==sorted(str(j))):
                anagram_list.append(i)
    return anagram_list

if __name__ == '__main__':
    print("The Prime Numbers are:\n",primes(1000),"\n")
    a = primes(1000)
    print("Prime Numbers between 0 to 100:")
    T100 = a[:25]
    print(T100,"\n")
    print("The Anagram elements from 0 to 100 are listed :", anagram(T100),"\n")
    print("Prime Numbers between 101 to 200:")
    T200 = a[25:46]
    print(T200,"\n")
    print("The Anagram elements from 101 to 200 are listed :",anagram(T200),"\n")
    print("Prime Numbers between 201 to 300:")
    T300 = a[46:62]
    print(T300,"\n")
    print("The Anagram elements from 201 to 300 are listed :",anagram(T300),"\n")
    print("Prime Numbers between 301 to 400:")
    T400 = a[62:78]
    print(T400,"\n")
    print("The Anagram elements from 301 to 400 are listed :",anagram(T400),"\n")
    print("Prime Numbers between 401 to 500:")
    T500 = a[78:95]
    print(T500,"\n")
    print("The Anagram elements from 401 to 500 are listed :",anagram(T500),"\n")
    print()
    print("Prime Numbers between 501 to 600:")
    T600 = a[95:109]
    print(T600,"\n")
    print("The Anagram elements from 501 to 600 are listed :",anagram(T600),"\n")
    print("Prime Numbers between 601 to 700:")
    T700 = a[109:125]
    print(T700,"\n")
    print("The Anagram elements from 601 to 700 are listed :",anagram(T700),"\n")
    print("Prime Numbers between 701 to 800:")
    T800 = a[125:139]
    print(T800,"\n")
    print("The Anagram elements from 701 to 800 are listed :",anagram(T800),"\n")
    print()
    print("Prime Numbers between 801 to 900:")
    T900 = a[139:154]
    print(T900,"\n")
    print("The Anagram elements from 801 to 900 are listed :",anagram(T900),"\n")
    print("Prime Numbers between 901 to 1000:")
    T1000 = a[154:168]
    print(T1000,"\n")
    print("The Anagram elements from 901 to 1000 are listed :",anagram(T1000),"\n")

输出:

The Prime Numbers are:
 [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97, 101, 103, 107, 109, 113, 127, 131, 137, 139, 149, 151, 157, 163, 167, 173, 179, 181, 191, 193, 197, 199, 211, 223, 227, 229, 233, 239, 241, 251, 257, 263, 269, 271, 277, 281, 283, 293, 307, 311, 313, 317, 331, 337, 347, 349, 353, 359, 367, 373, 379, 383, 389, 397, 401, 409, 419, 421, 431, 433, 439, 443, 449, 457, 461, 463, 467, 479, 487, 491, 499, 503, 509, 521, 523, 541, 547, 557, 563, 569, 571, 577, 587, 593, 599, 601, 607, 613, 617, 619, 631, 641, 643, 647, 653, 659, 661, 673, 677, 683, 691, 701, 709, 719, 727, 733, 739, 743, 751, 757, 761, 769, 773, 787, 797, 809, 811, 821, 823, 827, 829, 839, 853, 857, 859, 863, 877, 881, 883, 887, 907, 911, 919, 929, 937, 941, 947, 953, 967, 971, 977, 983, 991, 997] 

Prime Numbers between 0 to 100:
[2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97] 

The Anagram elements from 0 to 100 are listed : [13, 17, 31, 37, 71, 73, 79, 97] 

Prime Numbers between 101 to 200:
[101, 103, 107, 109, 113, 127, 131, 137, 139, 149, 151, 157, 163, 167, 173, 179, 181, 191, 193, 197, 199] 

The Anagram elements from 101 to 200 are listed : [113, 131, 137, 139, 173, 179, 193, 197] 

Prime Numbers between 201 to 300:
[211, 223, 227, 229, 233, 239, 241, 251, 257, 263, 269, 271, 277, 281, 283, 293] 

The Anagram elements from 201 to 300 are listed : [239, 293] 

Prime Numbers between 301 to 400:
[307, 311, 313, 317, 331, 337, 347, 349, 353, 359, 367, 373, 379, 383, 389, 397] 

The Anagram elements from 301 to 400 are listed : [313, 331, 337, 373, 379, 397] 

Prime Numbers between 401 to 500:
[401, 409, 419, 421, 431, 433, 439, 443, 449, 457, 461, 463, 467, 479, 487, 491, 499] 

The Anagram elements from 401 to 500 are listed : [419, 491] 


Prime Numbers between 501 to 600:
[503, 509, 521, 523, 541, 547, 557, 563, 569, 571, 577, 587, 593, 599] 

The Anagram elements from 501 to 600 are listed : [] 

Prime Numbers between 601 to 700:
[601, 607, 613, 617, 619, 631, 641, 643, 647, 653, 659, 661, 673, 677, 683, 691] 

The Anagram elements from 601 to 700 are listed : [613, 619, 631, 691] 

Prime Numbers between 701 to 800:
[701, 709, 719, 727, 733, 739, 743, 751, 757, 761, 769, 773, 787, 797] 

The Anagram elements from 701 to 800 are listed : [] 


Prime Numbers between 801 to 900:
[809, 811, 821, 823, 827, 829, 839, 853, 857, 859, 863, 877, 881, 883, 887] 

The Anagram elements from 801 to 900 are listed : [] 

Prime Numbers between 901 to 1000:
[907, 911, 919, 929, 937, 941, 947, 953, 967, 971, 977, 983, 991, 997] 

The Anagram elements from 901 to 1000 are listed : [919, 991] 

如果您是python开发人员,也可以按照自己的喜好重新构建框架。 如果是使用Python的新手,请学习List的概念。

答案 5 :(得分:0)

到目前为止,我还不了解所尝试示例的复杂性,因此我编写了一个简单的Python 3示例:

from operator import mul
from functools import reduce

TO_PRIME = dict( \
    a=2, b=3, c=5, d=7, e=11, \
    f=13, g=17, h=19, i=23, j=29, \
    k=31, l=37, m=41, n=43, o=47, \
    p=53, q=59, r=61, s=67, t=71, \
    u=73, v=79, w=83, x=89, y=97, z=101 \
    )

def anagram_product(string):
    return reduce(mul, (TO_PRIME[char.lower()] for char in string if char.isalpha()), 1)

def anagram_check(string_1, string_2):
    return anagram_product(string_1) == anagram_product(string_2)

# True examples

print(repr('Astronomer'), repr('Moon starer'), anagram_check('Astronomer', 'Moon starer'))

print(repr('The Morse code'), repr('Here come dots'), anagram_check('The Morse code', 'Here come dots'))

# False examples (near misses)

print(repr('considerate'), repr('cure is noted'), anagram_check('considerate', 'cure is noted'))

print(repr('debit card'), repr('bed credit'), anagram_check('debit card', 'bed credit'))

输出

> python3 test.py
'Astronomer' 'Moon starer' True
'The Morse code' 'Here come dots' True
'considerate' 'cure is noted' False
'debit card' 'bed credit' False
> 

下一步是从乘积中求和。我想象的一种方法是将字母映射到无理数而不是质数。这些无理数必须是通过任何加法运算都不会变得有理数的类型。这是一个简单的例子:

from math import pi

ROUND = 4

TO_IRRATIONAL = {letter: pi ** n for n, letter in enumerate('abcdefghijklmnopqrstuvwxyz')}

def anagram_sum(string):
    return round(sum(TO_IRRATIONAL[char.lower()] for char in string if char.isalpha()), ROUND)

def anagram_check(string_1, string_2):
    return anagram_sum(string_1) == anagram_sum(string_2)

# True examples

print(repr('Astronomer'), repr('Moon starer'), anagram_check('Astronomer', 'Moon starer'))

print(repr('The Morse code'), repr('Here come dots'), anagram_check('The Morse code', 'Here come dots'))

# False examples (near misses)

print(repr('considerate'), repr('cure is noted'), anagram_check('considerate', 'cure is noted'))

print(repr('debit card'), repr('bed credit'), anagram_check('debit card', 'bed credit'))

输出

> python3 test2.py
'Astronomer' 'Moon starer' True
'The Morse code' 'Here come dots' True
'considerate' 'cure is noted' False
'debit card' 'bed credit' False
> 

我并不是说这是一组最优个无理数,只是对该概念的粗略演示。 (请注意,我需要使用round()来完成这项工作,这指向一个设计缺陷-无理数的有限表示。)

答案 6 :(得分:-1)

以下是使用素数方式的c#实现:

    using System;
    using System.Collections.Generic;
    using System.Linq;
    using System.Text;

namespace Anag
{
    class Program
    {
        private static int[] primes100 = new int[]
                                            {
                                                3, 7, 11, 17, 23, 29, 37,
                                                47, 59, 71, 89, 107, 131,
                                                163, 197, 239, 293, 353,
                                                431, 521, 631, 761, 919,
                                                1103, 1327, 1597, 1931,
                                                2333, 2801, 3371, 4049,
                                                4861, 5839, 7013, 8419,
                                                10103, 12143, 14591, 17519,
                                                21023, 25229, 30293, 36353,
                                                43627, 52361, 62851, 75431,
                                                90523, 108631, 130363,
                                                156437, 187751, 225307,
                                                270371, 324449, 389357,
                                                467237, 560689, 672827,
                                                807403, 968897, 1162687,
                                                1395263, 1674319, 2009191,
                                                2411033, 2893249, 3471899,
                                                4166287, 4999559, 5999471,
                                                7199369
                                            };

        private static int[] getNPrimes(int _n)
        {
            int[] _primes;

            if (_n <= 100)
                _primes = primes100.Take(_n).ToArray();
            else
            {
                _primes = new int[_n];

                int number = 0;
                int i = 2;

                while (number < _n)
                {

                    var isPrime = true;
                    for (int j = 2; j <= Math.Sqrt(i); j++)
                    {
                        if (i % j == 0 && i != 2)
                            isPrime = false;
                    }
                    if (isPrime)
                    {
                        _primes[number] = i;
                        number++;
                    }
                    i++;
                }

            }

            return _primes;
        }

        private static bool anaStrStr(string needle, string haystack)
        {
            bool _output = false;

            var needleDistinct = needle.ToCharArray().Distinct();

            int[] arrayOfPrimes = getNPrimes(needleDistinct.Count());

            Dictionary<char, int> primeByChar = new Dictionary<char, int>();
            int i = 0;
            int needlePrimeSignature = 1;

            foreach (var c in needleDistinct)
            {
                if (!primeByChar.ContainsKey(c))
                {
                    primeByChar.Add(c, arrayOfPrimes[i]);

                    i++;
                }
            }

            foreach (var c in needle)
            {
                needlePrimeSignature *= primeByChar[c];
            }

            for (int j = 0; j <= (haystack.Length - needle.Length); j++)
            {
                var result = 1;
                for (int k = j; k < needle.Length + j; k++)
                {
                    var letter = haystack[k];
                    result *= primeByChar.ContainsKey(letter) ? primeByChar[haystack[k]] : 0;
                }

                _output = (result == needlePrimeSignature);
                if (_output)
                    break;
            }

            return _output;
        }


        static void Main(string[] args)
        {
            Console.WriteLine("Enter needle");
            var _needle = Console.ReadLine(); ;
            Console.WriteLine("Enter haystack");
            var _haystack = Console.ReadLine(); 

            Console.WriteLine(anaStrStr(_needle, _haystack));
            Console.ReadLine();

        }
    }
    }
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