复杂度和具有最大简单复杂度和前缀复杂度的字符串的复杂度
Complexity of complexity and strings with maximal plain and prefix Kolmogorov complexity
摘要:
Peter Gacs证明(Gacs 1974),对于每一个n,存在一个长度为n的位串x,其简单复杂度C(x)相对于x几乎具有最大条件复杂度,即,C(C(x))|x)> logn-log ^(2)n-O(1). (Here log ^(2)i = log log i.)在Elena Kalinina(Kalinina 2011)之后,我们提供了一个简单的基于博弈的证明;修改她的论点,我们得到了一个更好的(和紧的)界log n-O(1)。我们也展示了相同的无前缀复杂性的界限。Robert Solovay(Solovay 1975)证明了无限多个字符串x具有最大的普通复杂度,但不是最大的前缀复杂度(在相同长度的字符串中):对于某个c,存在无限多个x使得|x|-C(x)<c和|x| + K(|x|)-K(x)> log ^(2)|x|-c log ^(3)|x|。事实上,Solovay和Gacs的结果是密切相关的。利用上述结果,我们对Solovay的结果给出了一个简短的证明.我们还推广了它,证明了对某些c和对所有n,存在长度为n的字符串x,使得n-C(x)<c和n + K(n)-K(x)> K(K(n)).| n)-3 K(K(K(n)|n)的范围|n)-c.我们还证明了一个封闭的上界K(K(n))|n)+O(1).最后,我们提供了一个直接的游戏证明约瑟夫米勒的推广(米勒2006年)相同的Solovay的定理:如果一个可共混集(一个集与c.e.补数)对于每个长度都包含一个这个长度的字符串,那么它包含无限多个字符串x,使得|x| + K(|x|)-K(x)> log ^(2)|x| + O(log ^(3)|x|)。
英文摘要:
Peter Gacs showed (Gacs 1974) that for every n there exists a bit string x of length n whose plain complexity C(x) has almost maximal conditional complexity relative to x, i.e., C(C(x)|x) > log n - log^(2) n - O(1). (Here log^(2) i = log log i.) Following Elena Kalinina (Kalinina 2011), we provide a simple game-based proof of this result; modifying her argument, we get a better (and tight) bound log n - O(1). We also show the same bound for prefix-free complexity. Robert Solovay showed (Solovay 1975) that infinitely many strings x have maximal plain complexity but not maximal prefix complexity (among the strings of the same length): for some c there exist infinitely many x such that |x| - C(x) < c and |x| + K(|x|) - K(x) > log^(2) |x| - c log^(3) |x|. In fact, the results of Solovay and Gacs are closely related. Using the result above, we provide a short proof for Solovay's result. We also generalize it by showing that for some c and for all n there are strings x of length n with n - C (x) < c and n + K(n) - K(x) > K(K(n)|n) - 3 K(K(K(n)|n)|n) - c. We also prove a close upper bound K(K(n)|n) + O(1). Finally, we provide a direct game proof for Joseph Miller's generalization (Miller 2006) of the same Solovay's theorem: if a co-enumerable set (a set with c.e. complement) contains for every length a string of this length, then it contains infinitely many strings x such that |x| + K(|x|) - K(x) > log^(2) |x| + O(log^(3) |x|).
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