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...

Full description

Bibliographic Details
Main Authors: Božanić Darko, Karović Samed, Pamučar Dragan
Format: Article
Language:English
Published: Ministry of Defence of Serbia - Military Publishing House, Belgrade 2014-01-01
Series:Војно дело
Subjects:
Online Access:https://scindeks-clanci.ceon.rs/data/pdf/0042-8426/2014/0042-84261404148B.pdf
_version_ 1797662319934701568
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