An additivity theorem for plain Kolmogorov complexity
Bruno Bauwens, Alexander Shen

TL;DR
This paper establishes a fundamental additivity theorem linking plain Kolmogorov complexity of pairs to conditional complexities, enhancing understanding of complexity relationships.
Contribution
It proves a new formula connecting plain and prefix complexities of pairs, clarifying their interplay in Kolmogorov complexity theory.
Findings
The formula C(a,b) = K(a|C(a,b)) + C(b|a,C(a,b)) + O(1) is established.
The result bridges plain and prefix complexity measures.
Provides a new tool for analyzing complexity of data pairs.
Abstract
We prove the formula C(a,b) = K(a|C(a,b)) + C(b|a,C(a,b)) + O(1) that expresses the plain complexity of a pair in terms of prefix and plain conditional complexities of its components.
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Taxonomy
TopicsComputability, Logic, AI Algorithms · Benford’s Law and Fraud Detection · semigroups and automata theory
