• English
    • українська
  • English 
    • English
    • українська
  • Login
View Item 
  • Frontpage
  • Факультет інформаційних технологій та комп'ютерної інженерії
  • Кафедра програмного забезпечення
  • Наукові роботи каф. ПЗ
  • View Item
  • Frontpage
  • Факультет інформаційних технологій та комп'ютерної інженерії
  • Кафедра програмного забезпечення
  • Наукові роботи каф. ПЗ
  • View Item
Сайт інституційного репозитарію ВНТУ містить роботи, матеріали та файли, які були розміщені докторантами, аспірантами та студентами Вінницького Національного Технічного Університету. Для розширення функцій сайту рекомендується увімкнути JavaScript.

Neural Network Modeling Method of Transformations Data of Audit Production with Returnable Waste

Author
Neskorodieva, Tatiana
Fedorov, Eugene
Smirnov, Oleksii
Rymar, Pavlo
Нескородєва, Т. В.
Федоров, Є. Є.
Смірнов, О. А.
Римар, П. В.
Date
2021
Metadata
Show full item record
Collections
  • Наукові роботи каф. ПЗ [1511]
Abstract
Currently, the analytical procedures used during the audit are based on data mining techniques. The object of the research is the process of the content auditing of the production with returnable waste and intermediate products. The aim of the work is to reduce the risk of incorrect display of the dataset in the DSS of the audit of the method of neural network modeling of transformations of audit data of production with recyclable waste and intermediates. This will reduce the risk of the validated data misclassification. Audit data set transformations of a prerequisite "Completeness" are presented the sequences of sets data mappings of consecutive operations. Reached further development a method of parametrical identification of the MRMLP model which considers number of iterations of training and combines Gaussian distributions and Cauchy that increases the forecast accuracy as on initial iterations all search space is investigated, and on final iterations the search becomes directed. The software implementing the offered methods in MATLAB package was developed and investigated on the data of the release of raw materials into production and the posting of finished products of a with a two-year depth of sampling with daily time intervals. The made experiments confirmed operability of the developed software and allow to recommend it for use in practice in a subsystem of the automated analysis of DSS of audit for check of maps of sets of data of the raw materials release into production and the products output.
URI:
https://ir.lib.vntu.edu.ua//handle/123456789/43585
View/Open
164181.pdf (707.4Kb)

Institutional Repository

FrontpageSearchHelpContact UsAbout Us

University Resources

JetIQLibrary websiteUniversity websiteE-catalog of VNTU

Browse

All of DSpaceCommunities & CollectionsBy Issue DateAuthorsTitlesSubjectsTypePublisherLanguageUdcISSNPublicationDOIThis CollectionBy Issue DateAuthorsTitlesSubjectsTypePublisherLanguageUdcISSNPublicationDOI

My Account

LoginRegister

Statistics

View Usage Statistics

ISSN 2413-6360 | Frontpage | Send Feedback | Help | Contact Us | About Us
© 2016 Vinnytsia National Technical University | Extra plugins code by VNTU Linuxoids | Powered by DSpace
Працює за підтримки 
НТБ ВНТУ