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Basic directions of information technology in National Academy of Sciences of Azerbaijan
Computer Research and Modeling, 2015, v. 7, no. 3, pp. 657-660Views (last year): 6. Citations: 1 (RSCI).Grid is a new type of computing infrastructure, is intensively developed in today world of information technologies. Grid provides global integration of information and computing resources. The essence Conception of GRID in Azerbaijan is to create a set of standardized services to provide a reliable, compatible, inexpensive and secure access to geographically distributed high-tech information and computing resources a separate computer, cluster and supercomputing centers, information storage, networks, scientific tools etc.
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Aspects of methodology of ensuring interoperability in the Gridenvironment and cloud computing
Computer Research and Modeling, 2015, v. 7, no. 3, pp. 675-682The technique of ensuring of interoperability for Grid-systems and systems of cloud computing is provided. The technique is constructed on a basis of the uniform approach of ensuring interoperability for systems of the wide class offered by authors and recorded in the national Russian Federation standard.
Keywords: interoperability, grid, grid-environment, cloud computing, clouds, methodology, standardization.Views (last year): 1. Citations: 3 (RSCI). -
Modeling of behavior of the option. The formulation of the problem
Computer Research and Modeling, 2015, v. 7, no. 3, pp. 759-766Views (last year): 2. Citations: 1 (RSCI).Object of research: The creation of algorithm for mass computations of options‘ price for formation of a riskless portfolio. The method is based on the generalization of the Black–Scholes method. The task is the modeling of behavior of all options and tools for their insurance. This task is characterized by large volume of realtime complex computations that should be executed concurrently The problem of the research: depending on conditions approaches to the solution should be various. There are three methods which can be used with different conditions: the finite difference method, the path-integral approach and methods which work in conditions of trade stop. Distributed computating in these three cases is organized differently and it is necessary to involve various approaches. In addition to complexity the mathematical formulation of the problem in literature is not quite correct. There is no complete description of boundary and initial conditions and also several hypotheses of the model do not correspond to real market. It is necessary to give mathematically correct formulation of the task, and to neutralize a difference between hypotheses of the model and their prototypes in the market. For this purpose it is necessary to expand standard formulation by additional methods and develop methods of realization for each of solution branches.
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Non-uniform cellular genetic algorithms
Computer Research and Modeling, 2015, v. 7, no. 3, pp. 775-780Views (last year): 9. Citations: 3 (RSCI).In this paper, we introduce the concept of non-uniform cellular genetic algorithm, in which a number of parameters that affect the operation of genetic operators is dependent on the location of the cells of a given cellular space. The results of numerical comparison of non-uniform cellular genetic algorithms with the standard genetic algorithms, showing the advantages of the proposed approach while minimizing multimodal functions with a large number of local extrema, are presented. The coarse-grained parallel implementation of the non-uniform algorithms using the technology of MPI is considered.
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International Interdisciplinary Conference "Mathematics. Computing. Education"