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Bulletin of Irkutsk State University. Series Mathematics, 2024 Volume 49, Pages 105–123 (Mi iigum578)

Algebraic and logical methods in computer science and artificial intelligence

Concave continuations of Boolean functions and some of their properties and applications

D. N. Barotov

Financial University under the Government of the Russian Federation, Moscow, Russian Federation

Abstract: In this paper, it is proved that for any Boolean function of $n$ variables, there are infinitely many functions, each of which is its concave continuation to the $n$-dimensional unit cube. For an arbitrary Boolean function of $n$ variables, a concave function is constructed, which is the minimum among all its concave continuations to the $n$-dimensional unit cube. It is proven that this concave function on the $n$-dimensional unit cube is continuous and unique. Thanks to the results obtained, in particular, it has been constructively proved that the problem of solving a system of Boolean equations can be reduced to the problem of numerical maximization of a target function, any local maximum of which in the desired domain is a global maximum, and, thus, the problem of local maxima for such problems is completely solved.

Keywords: concave continuation of a Boolean function, Boolean function, concave function, global optimization, local extremum.

UDC: 512.563+519.853.3

MSC: 06E30, 90C25, 46N10

Received: 13.01.2024
Revised: 02.03.2024
Accepted: 12.03.2024

DOI: 10.26516/1997-7670.2024.49.105



© Steklov Math. Inst. of RAS, 2024