Construction of regression model based on neural network in the problem of human ecology
Page:369-377
Headings of the journal
"Educational Resources and Technologies"
Educational environmentMethods and technologies of training and educationInformation technologyMathematical cyberneticsMethodological researchManagement in social and economic systemsApplied GeoinformaticsEducation for sustainable developmentAll rubrics
All rubrics
Release: 2014-1 (4)
Keywords: ecological passport, ekologo-economic indicators, program cover, ecological factors, neuronetwork models, incidence assessment
Annotation: This paper proposes acomputationalmethodto establishthe incidence ofregressiondependingon the factorsof the naturalandsocial environment onthe basisof neural network modelingof observational data. The neural networkmodels andnumerical experimentsfor a comparativeanalysis ofthe observational dataof diseasespecific groupswith a change inthe naturaland social environment are constructed.
Adaptive prediction of wildfire behavior on the basis of aerospace monitoring
Page:377-384
Release: 2014-1 (4)
Keywords: computer simulation, wildfire, recurrent neural network, data assimilation, Kalman filter
Annotation: A method of modeling a dynamic process on the Earth surface, for instance, a forest fire, with the use of a recurrent neural network is proposed. The learning process of the neural network, similar to the process of data assimilation in GIS technologies is described. A method of acceleration of neural network learning by using the Kalman filtration is proposed. The efficiency of its application is analyzed. The software implementation of the model based on fire recurrent neural network which simulate the process in real time is presented.
Constructing the program and mathematical model of the command and measuring system of spacecraft onboard hardware
Page:384-390
Release: 2014-1 (4)
Keywords: program and mathematical model, spacecraft, command and measuring system, simulation modeling
Annotation: The simulation model of the command and measuring system of spacecraft onboard hardware is presented. The model contains tools for the graphical representation of all stages of tel-ecommand and telemetry packets transmission.
Structural Geomorphologic Interpretation of the Territory ofThe Republic of Khakassia According to Remote Sensing
Page:390-395
Release: 2014-1 (4)
Keywords: landscape, Earth remote sensing data, geomorphologicalinterpretation ofthe territory.
Annotation: The paper is considered the technique structural geomorphic interpretations data the Earth remote sensing of territorial the Republic of Khakassia,conducteda structural analysis ofthe elementarylevelof the landscape structure.
Application of ontology of genre structure of the business document in the course of al-location of requisites of the business text
Page:395-400
Release: 2014-1 (4)
Keywords: ontology, props, business document, genre structure of the document
Annotation: The paper considers the application of the method of analysis of the business details of the document, based on the use-consistent ontology genre level document structure. The applica-tion of the method is considered on the basis of document processing «requirement» rassylaemo the Inter district IFTS Russian number 22 in the Krasnoyarsk Territory