Titlebook: Mathematical Analysis in Interdisciplinary Research; Ioannis N. Parasidis,Efthimios Providas,Themistocl Book 2021 Springer Nature Switzerl

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Perturbations of Operator Functions: A Survey, chapter is new. Let . and . be bounded linear operators in a Banach space . and .(.) be a function analytic on neighborhoods of spectra of . and .. The chapter is devoted to norm estimates for . under various assumptions on functions and operators. In particular, we consider perturbations of entire

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A Regularized Stochastic Subgradient Projection Method for an Optimal Control Problem in a Stochasttion iterative method for a general stochastic optimization problem. By using the martingale theory, we provide a convergence analysis for the proposed method. We test the iterative scheme’s feasibility on the considered optimal control problem. The numerical results are encouraging and demonstrate

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ver, increasingly complex network designs cause huge computational budgets. Therefore, a more efficient structure for SISR task is desirable. In this report, we propose a novel structure, called G-HAPNet. Specifically, the group-hierarchical atrous pyramid block (G-HAPB) is built to package as a gen

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A. R. Abdullaev,E. A. Skachkovans. Although CRS has shown success in generating recommendation lists based on user’s preferences, existing methods restrict users to make binary responses, i.e., accept and reject, after recommending, which limits users from expressing their needs. In fact, the user’s rejection feedback may contain

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V. M. Abdullayevagnose system failures. For anomaly diagnosis, existing methods generally use log event data extracted from historical logs to build diagnostic models. However, we find that existing methods do not make full use of two types of features, (1) statistical features: some inherent statistical features i

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