Application of Intellectual DSS to Medium-Term Forecasting of the Sea Ice Area in the Northern Hemisphere

The paper is devoted to the description of a new multi-purpose intellectual decision support system. We present the algorithms used and the results achieved in applying the system to analyzing and forecasting the sea ice area in the Northern Hemisphere. The impact of solar radiation on the changes i...

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Main Authors: Oleg Bukharov, Dmitry Bogolyubov, Valery Fedorov, Pavel Grebennikov
Language:unknown
Subjects:
Sea ice
Online Access:http://www.toknowpress.net/ISBN/978-961-6914-13-0/papers/ML15-050.pdf
http://www.toknowpress.net/ISBN/978-961-6914-13-0/MakeLearn2015.pdf
id ftrepec:oai:RePEc:tkp:mklp15:251-256
record_format openpolar
spelling ftrepec:oai:RePEc:tkp:mklp15:251-256 2023-05-15T18:16:08+02:00 Application of Intellectual DSS to Medium-Term Forecasting of the Sea Ice Area in the Northern Hemisphere Oleg Bukharov Dmitry Bogolyubov Valery Fedorov Pavel Grebennikov http://www.toknowpress.net/ISBN/978-961-6914-13-0/papers/ML15-050.pdf http://www.toknowpress.net/ISBN/978-961-6914-13-0/MakeLearn2015.pdf unknown http://www.toknowpress.net/ISBN/978-961-6914-13-0/papers/ML15-050.pdf http://www.toknowpress.net/ISBN/978-961-6914-13-0/MakeLearn2015.pdf ftrepec 2020-12-04T13:38:57Z The paper is devoted to the description of a new multi-purpose intellectual decision support system. We present the algorithms used and the results achieved in applying the system to analyzing and forecasting the sea ice area in the Northern Hemisphere. The impact of solar radiation on the changes in the sea ice area was confirmed. Application of interval neural nets to medium-term forecasting of sea ice area changes was justified. decision support system, DSS, sea ice, solar radiation, neural network, genetic algorithm Other/Unknown Material Sea ice RePEc (Research Papers in Economics)
institution Open Polar
collection RePEc (Research Papers in Economics)
op_collection_id ftrepec
language unknown
description The paper is devoted to the description of a new multi-purpose intellectual decision support system. We present the algorithms used and the results achieved in applying the system to analyzing and forecasting the sea ice area in the Northern Hemisphere. The impact of solar radiation on the changes in the sea ice area was confirmed. Application of interval neural nets to medium-term forecasting of sea ice area changes was justified. decision support system, DSS, sea ice, solar radiation, neural network, genetic algorithm
author Oleg Bukharov
Dmitry Bogolyubov
Valery Fedorov
Pavel Grebennikov
spellingShingle Oleg Bukharov
Dmitry Bogolyubov
Valery Fedorov
Pavel Grebennikov
Application of Intellectual DSS to Medium-Term Forecasting of the Sea Ice Area in the Northern Hemisphere
author_facet Oleg Bukharov
Dmitry Bogolyubov
Valery Fedorov
Pavel Grebennikov
author_sort Oleg Bukharov
title Application of Intellectual DSS to Medium-Term Forecasting of the Sea Ice Area in the Northern Hemisphere
title_short Application of Intellectual DSS to Medium-Term Forecasting of the Sea Ice Area in the Northern Hemisphere
title_full Application of Intellectual DSS to Medium-Term Forecasting of the Sea Ice Area in the Northern Hemisphere
title_fullStr Application of Intellectual DSS to Medium-Term Forecasting of the Sea Ice Area in the Northern Hemisphere
title_full_unstemmed Application of Intellectual DSS to Medium-Term Forecasting of the Sea Ice Area in the Northern Hemisphere
title_sort application of intellectual dss to medium-term forecasting of the sea ice area in the northern hemisphere
url http://www.toknowpress.net/ISBN/978-961-6914-13-0/papers/ML15-050.pdf
http://www.toknowpress.net/ISBN/978-961-6914-13-0/MakeLearn2015.pdf
genre Sea ice
genre_facet Sea ice
op_relation http://www.toknowpress.net/ISBN/978-961-6914-13-0/papers/ML15-050.pdf
http://www.toknowpress.net/ISBN/978-961-6914-13-0/MakeLearn2015.pdf
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