ON REGULARIZATION OF INVERSE PROBLEM FOR HEAT EQUATION
Journal Title: Современные информационные технологии и ИТ-образование - Year 2017, Vol 13, Issue 1
Abstract
The paper contains new results on spectral methods for solving ill-posed problems using the example of the Cauchy problem for a parabolic equation. A method for regularizing the solution of the inverse problem is proposed. We obtain regularized equation by introducing into the heat equation a biquadratic Laplacian with a coefficient equal to the regularization parameter. This allows us to obtain a regularized solution as a well converging spectral series. It is shown that if the solution of the original problem exists, then the difference between the spectral expansions of the initial and regularized solutions tends to zero when the regularization parameter tends to zero in the space of square summable functions. Using the results of the spectral theory of V.A. Ilyin [4], [5]. Some estimates are obtained for the difference between the exact and regularized solutions.
Authors and Affiliations
Vasily Tikhomirov, Olga Bobyleva
FROM COMPUTING INFORMATION SYSTEMS TO HUMAN-ORIENTED ONES
It is shown that classification of technological eras (industrial, postindustrial, information age and knowledge age) can be mapped to the corresponding stages of development in ICT and in the evolution of corporate info...
THEORETICALLY UNBREAKABLE CIPHERS AS THEY SHOULD BE UNDERSTOOD
Perfectly-secret ciphers according to the Claude Shannon's theory, which are considered as unbreakable, and more specifically random keystream ciphers, are discussed. An analysis of the sources mentioned in the reference...
THE FREE AND PROPRIETARY COMPILERS C(C++) AND FORTRAN AT DEVELOPMENT OF EFFECTIVE COMPUTING APPLICATIONS
The work presented by authors is devoted to features of implementation of algorithms of calculus mathematics with the aid of free and proprietary compilers. The analysis of speed of consecutive and parallel applications...
MODIFICATION OF THE ANT COLONY OPTIMIZATION FOR THE DEVELOPMENT OF SOFTWARE FOR SOLVING MULTI-CRITERION SUPPLY MANAGEMENT PROBLEMS
The article proposes three modifications of the Ant Colony Optimization, for finding multi-criterion solutions for the task of supplying spare parts for aviation equipment. A peculiarity of modifications is the weights m...
EXPERIMENTAL SOFTWARE FOR MODELING AND INTERPRETING EDUCATIONAL DATA ANALYSIS PROCESSES
Problems, tasks and processes of educational data mining are considered in this article. The objective is to create a fundamentally new information system of the University using the results educational data analysis. On...