Volume 525, Nº 1 (2025)
MATHEMATICS
MATHEMATICAL AND NEURAL NETWORK MODELS OF CONTROL AND OPTIMIZATION OF ECONOMIC DEVELOPMENT
Resumo
The article presents a concept for developing artificial intelligence (AI) based on a hybrid model that uses, on the one hand, verified mathematical models to calculate and forecast potential trend trajectories of long-term socio-economic development, and on the other hand, short- and medium-term models of crisis phenomena for training a neural network with its subsequent use to determine the real economic situation and develop an appropriate optimal policy for managing current socio-economic development. It is proposed to build AI on the basis of the Kolmogorov–Arnold neural network, which is increasingly used to create AI designed to solve physical and engineering problems, including those related to the management of various dynamic processes. The advantage of the hybrid model proposed for the first time is its complete transparency in relation to identifying cause-and-effect relationships between the main factors and output in the process of socio-economic development.
5-11
NON-ESSENTIAL EXPANSIONS OF WEAKLY O-MINIMAL THEORIES OF FINITE CONVEXITY RANK
Resumo
12-23
ON CONDITIONS FOR DOBRUSHIN’S CENTRAL LIMIT THEOREM FOR NON-HOMOGENEOUS MARKOV CHAINS
Resumo
24-30
MODAL LOGICS WITH THE COMPLEMENT MODALITY
Resumo
31-39
WEAK SOLVABILITY OF THE INITIAL BOUNDARY VALUE PROBLEM FOR THE INHOMOGENEOUS INCOMPRESSIBLE VOIGT MODEL WITH FULL TIME DERIVATIVE
Resumo
40-46
SINGLE POINT PENALIZATION FOR SYMMETRIC LEVY PROCESSES
Resumo
47-51
52-56
PSEUDOANALYTIC SOLUTIONS OF SINGULARLY PERTURBED EQUATIONS IN BANACH ALGEBRAS
Resumo
57-61
REGULARIZED HYDRODYNAMIC EQUATIONS IN A PROBLEM OF TURBULENT FLOW MODELING IN A PIPE
Resumo
62-70
ABOUT ONE KINETIC MODEL FOR DESCRIBING TURBULENT FLOWS TAKING INTO ACCOUNT HEAT TRANSFER
Resumo
71-77
ON ASYMPTOTIC PROPERTIES OF DISTANCE CORRELATION WITH CENSORED RESPONSE
Resumo
78-82
83-90
91-97
98-101
ARROW’S SINGLE-PEAKED DOMAINS
Resumo
102-108
TO THE THEORY OF POLYNOMIAL MODELS OF DISCRETE DYNAMIC SYSTEMS
Resumo
109-129
ON ESTIMATES ON THE EXPONENT IN THE CONSTRUCTION OF FINITELY PRESENTED INFINITE SEMIGROUP
Resumo
130-134
135–143
ПРОЦЕССЫ УПРАВЛЕНИЯ
OBSERVATION OF THE FLOW OF OBJECTS ON A GEODETIC ARC IN ℝ3 IN CONDITIONS OF COUNTERACTION
Resumo
144-148

