3 papers
math.OC2025
Optimal management of the vaccination process in SIRD epidemic models under constraints
Bogdan Norkin, Vladimir Norkin
The paper considers the problems of optimal vaccination control in the classical SIR model under constraints on the resource capabilities of the insurance medical system, in partic…
cs.LG2025
Robust Clustering on High-Dimensional Data with Stochastic Quantization
Anton Kozyriev, Vladimir Norkin
This paper addresses the limitations of conventional vector quantization algorithms, particularly K-Means and its variant K-Means++, and investigates the Stochastic Quantization (S…
math.OC2025
Models Parametric Analysis via Adaptive Kernel Learning
Vladimir Norkin, Alois Pichler
Any applied mathematical model contains parameters. The paper proposes to use kernel learning for the parametric analysis of the model. The approach consists in setting a distribut…