Напрями досліджень Проекти Кластер ІК

 

• Norkin V.I., Keyzer M.A. Efficiency of classification methods based on empirical risk minimization // Cybernetics and Systems Analysis, Vol. 45 (2009), No. 5, pp. 750-761.

Рус        Eng

• Norkin V.I., Keyzer M.A. Asymptotic efficiency of kernel support vector machines (SVM) // Cybernetics and Systems Analysis, Vol. 45 (2009), No. 4, pp.575-588 .

Рус        Eng

• Norkin V.I., Keyzer M.A. On convergence of kernel learning estimators // SIAM J. on Optimization, Vol. 20 (2009), No. 3, pp. 1205–1223.

Eng

 

• Norkin V.I., Keyzer M.A. On stochastic optimization and statistical learning in reproducing kernel Hilbert spaces by SVM // Informatica (Vilnius), 2009, Vol. 20, No. 2, 273–292.

Eng

 

• Norkin V.I., Onishchenko B.O. Reliability optimization of a complex system by the stochastic branch and bound method // Cybernetics and systems analysis, Vol. 44 (2008),  No. 3, pp. 418-428.

Рус        Eng

• Norkin V.I. Self-insurance of an investor under repeating catastrophic risks // Cybernetics and systems analysis, Vol. 43 (2007),  No. 3, 377-383.

Рус        Eng

• Norkin V.I. On measuring and profiling catastrophic risks // Cybernetics and systems analysis. – Vol. 42 (2006). – No.6. – P. 839-850.

Рус        Eng 

 

• Norkin V.I. On solution of Wiener-Hopf equation with probabilistic kernel // Cybernetics and systems analysis. – Vol. 42 (2006). – No.2. – P. 195-201.

Рус         Eng

 

• Norkin V.I., Onishchenko B.O. Minorant methods of stochastic global optimization, Cybernetics and systems analysis. – Vol. 41 (2005). – No.2. – P. 203-214.

Рус        Eng

 

• Ermoliev Y.M., Norkin V.I. Solution of nonconvex nonsmooth stochastic optimization problems // Cybernetics and systems analysis. – Vol. 39 (2003). – No.5. – P. 701-715.

Рус        Eng

 

• Ermoliev Y.M., Ermolieva T.Y., MacDonald G., Norkin V.I. Problems on insurance of catastrophic risks // Cybernetics and systems analysis. – Vol. 37 (2001). – No.2. – P. 220-234.

Рус        Eng

 

• Ermoliev Yu., Keyzer M.A., Norkin V.I. Global convergence of the stochastic tatonement process // J.of Mathematical Economics, 2000, V.34, P.173-190.

Eng

 

• Norkin V.I., Pflug G.Ch. and Ruszczynski A. A branch and bound method for stochastic global optimization // Math. Progr., 1998, V. 83, 425-450.

Eng

 

• Norkin V.I., Yu.M.Ermoliev and Ruszczynski A.. On optimal allocation of indivisibles under uncertainty // Operations Research, 1998, Vol. 46, N 3, 381-395.

Eng

 

• Ermoliev Yu.M., Norkin V.I. and Wets R.J-B. The minimization of semicontinuous functions: Mollifier subgradients, SIAM Journal on Control and Optimization, 1995, N 1, 149-167.

Eng

 

• Norkin V.I. On a possibility to reduce a general equilibrium model to optimization problems, Cybernetics and Systems Analysis, 1999, N 5, 75-86.

Eng

 

• Norkin V.I. On Pijavski’s method for solving general global optimization problem // Comp. Maths and Math. Phys.,  1992, N 7, 873-886).

Рус        Eng

 

• Norkin V.I. Normalized convergence of random variables // Cybernetics and Systems Analysis, 1992, V. 28, N 3, 396-402).

Рус        Eng

 

• Norkin V.I., Roenko N.V. a-concave functions and measures and their applications // Cybernetics and Systems Analysis, 1991, V. 27, N 6, 860-869.

Рус        Eng

 

• Norkin V.I. Stochastic generalized-differentiable functions in the problem of nonconvex nonsmooth stochastic optimization, Cybernetics, 1986, V. 22, No.6, 804-809.

Рус        Eng

 

• Gupal A.M., Norkin V.I. Algorithm for the minimization of discontinuous functions, Cybernetics, 1977, V. 13, No.2, 220-223.

Рус        Eng

 

• Norkin V.I. Nonparametric kernel density estimation by stochastic optimization methods / Proceedings of Ukrainian Mathematical Congress – 2001. – Kyiv: Institute of Mathematics, 2002. – P. 117-122.

  Eng