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Intelligent systems. Theory and applications, 2021, Volume 25, Issue 3, Pages 173–188
(Mi ista319)
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This article is cited in 1 scientific paper (total in 1 paper)
Part 3. Mathematical models
On the behavior of the Shannon function of the implementation complexity of monomials system
S. A. Korneev Lomonosov Moscow State University
Abstract:
In this paper, we examined the computational complexity (minimum possible number of operations) of systems of monomials by circuits using two-input composition operation, which can be considered as a generalization of multiplication operation. We found that growth asymptotic of the Shannon function, characterizing the maximum complexity among systems of $p$ monomials of $q$ variables with exponents no more than $K$, given that $pq \log K \rightarrow \infty$ and some additional restrictions, has the form $ \min(p,q) \log_2 K + \frac{pq}{\log_2(pq)}$.
Keywords:
set of monomials, computation complexity, circuit complexity, composition circuit, Shannon function.
Citation:
S. A. Korneev, “On the behavior of the Shannon function of the implementation complexity of monomials system”, Intelligent systems. Theory and applications, 25:3 (2021), 173–188
Linking options:
https://www.mathnet.ru/eng/ista319 https://www.mathnet.ru/eng/ista/v25/i3/p173
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Abstract page: | 58 | Full-text PDF : | 15 | References: | 25 |
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