Adaptive neural network for the selection of course of action as a prerequisite of the cost price estimate of an offensive army operation
Military operations are very complex and dynamic process. A very important factor for mission accomplishment in this process is the selection of the course of action, based on which the forces are used and the cost is calculated. In order to ensure quality evaluation of the developed courses of acti...
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Format: | Article |
Language: | English |
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Ministry of Defence of Serbia - Military Publishing House, Belgrade
2014-01-01
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Series: | Војно дело |
Subjects: | |
Online Access: | https://scindeks-clanci.ceon.rs/data/pdf/0042-8426/2014/0042-84261404148B.pdf |
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author | Božanić Darko Karović Samed Pamučar Dragan |
author_facet | Božanić Darko Karović Samed Pamučar Dragan |
author_sort | Božanić Darko |
collection | DOAJ |
description | Military operations are very complex and dynamic process. A very important factor for mission accomplishment in this process is the selection of the course of action, based on which the forces are used and the cost is calculated. In order to ensure quality evaluation of the developed courses of action, the paper develops an adaptive neural network. This model processes a collection of data relevant for the evaluation of the course of action, with an aim to obtain a quantitative value of the course of action in an offensive Army operation, making the final choice easier, and thereby creating preconditions for the calculation of this operation costs. |
first_indexed | 2024-03-11T18:58:26Z |
format | Article |
id | doaj.art-68527310c7fc47098f334229a824b047 |
institution | Directory Open Access Journal |
issn | 0042-8426 2683-5703 |
language | English |
last_indexed | 2024-03-11T18:58:26Z |
publishDate | 2014-01-01 |
publisher | Ministry of Defence of Serbia - Military Publishing House, Belgrade |
record_format | Article |
series | Војно дело |
spelling | doaj.art-68527310c7fc47098f334229a824b0472023-10-10T13:44:05ZengMinistry of Defence of Serbia - Military Publishing House, BelgradeВојно дело0042-84262683-57032014-01-0166414816210.5937/vojdelo1404148b0042-84261404148BAdaptive neural network for the selection of course of action as a prerequisite of the cost price estimate of an offensive army operationBožanić Darko0https://orcid.org/0000-0002-9657-0889Karović Samed1https://orcid.org/0000-0001-5470-4650Pamučar Dragan2https://orcid.org/0000-0001-8522-1942Univerzitet odbrane u Beogradu, Vojna akademija, SerbiaUniverzitet odbrane u Beogradu, Vojna akademija, SerbiaUniverzitet odbrane u Beogradu, Vojna akademija, SerbiaMilitary operations are very complex and dynamic process. A very important factor for mission accomplishment in this process is the selection of the course of action, based on which the forces are used and the cost is calculated. In order to ensure quality evaluation of the developed courses of action, the paper develops an adaptive neural network. This model processes a collection of data relevant for the evaluation of the course of action, with an aim to obtain a quantitative value of the course of action in an offensive Army operation, making the final choice easier, and thereby creating preconditions for the calculation of this operation costs.https://scindeks-clanci.ceon.rs/data/pdf/0042-8426/2014/0042-84261404148B.pdfcourse of actiondecision-makingfuzzy logicadaptive neural network |
spellingShingle | Božanić Darko Karović Samed Pamučar Dragan Adaptive neural network for the selection of course of action as a prerequisite of the cost price estimate of an offensive army operation Војно дело course of action decision-making fuzzy logic adaptive neural network |
title | Adaptive neural network for the selection of course of action as a prerequisite of the cost price estimate of an offensive army operation |
title_full | Adaptive neural network for the selection of course of action as a prerequisite of the cost price estimate of an offensive army operation |
title_fullStr | Adaptive neural network for the selection of course of action as a prerequisite of the cost price estimate of an offensive army operation |
title_full_unstemmed | Adaptive neural network for the selection of course of action as a prerequisite of the cost price estimate of an offensive army operation |
title_short | Adaptive neural network for the selection of course of action as a prerequisite of the cost price estimate of an offensive army operation |
title_sort | adaptive neural network for the selection of course of action as a prerequisite of the cost price estimate of an offensive army operation |
topic | course of action decision-making fuzzy logic adaptive neural network |
url | https://scindeks-clanci.ceon.rs/data/pdf/0042-8426/2014/0042-84261404148B.pdf |
work_keys_str_mv | AT bozanicdarko adaptiveneuralnetworkfortheselectionofcourseofactionasaprerequisiteofthecostpriceestimateofanoffensivearmyoperation AT karovicsamed adaptiveneuralnetworkfortheselectionofcourseofactionasaprerequisiteofthecostpriceestimateofanoffensivearmyoperation AT pamucardragan adaptiveneuralnetworkfortheselectionofcourseofactionasaprerequisiteofthecostpriceestimateofanoffensivearmyoperation |