Intelligent wargaming approach to increase course of action effectiveness in military operations

Simple item page
dc.contributor.authorYuksek, Burak
dc.contributor.authorGuner, Guney
dc.contributor.authorKarali, Hasan
dc.contributor.authorCandan, Batu
dc.contributor.authorInalhan, Gokhan
dc.date.accessioned2023-02-09T12:15:07Z
dc.date.available2023-02-09T12:15:07Z
dc.date.issued2023-01-19
dc.description.abstractIn this study, an intelligent wargaming approach is proposed to evaluate the effectiveness of a military operation plan in terms of operational success and survivability of the assets. The proposed application is developed based on classical military decision making and planning (MDMP) workflow for ease of implementation into the real-world applications. Contributions of this study are threefold; a) developing an intelligent wargaming approach to accelerate the course of action (COA) analysis step in the MDMP which leads creating more candidate COAs for a military operation, b) generating effective tactics against the opposite forces to increase operational success, and c) developing an efficient, visual wargame-based MDMP framework for future systems that require a small team of operators to supervise a network of automated agents. Several example engagement scenarios are performed to evaluate the system capabilities and results are given. Moreover, fleet composition issue for automated agents is investigated and the fleet composer algorithm with hyperparameter tuning architecture is proposed.en_UK
dc.identifier.citationYuksek B, Guner G, Karali H, et al., (2023) Intelligent wargaming approach to increase course of action effectiveness in military operations. In: AIAA SciTech Forum 2023, 23-27 January 2023, National Harbor, Maryland, USA. Paper number AIAA 2023-2531en_UK
dc.identifier.urihttps://doi.org/10.2514/6.2023-2531
dc.identifier.urihttps://dspace.lib.cranfield.ac.uk/handle/1826/19164
dc.language.isoenen_UK
dc.publisherAIAAen_UK
dc.rightsAttribution-NonCommercial 4.0 International*
dc.rights.urihttp://creativecommons.org/licenses/by-nc/4.0/*
dc.titleIntelligent wargaming approach to increase course of action effectiveness in military operationsen_UK
dc.typeConference paperen_UK

Files

Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
Intelligent_wargaming_approach-2023.pdf
Size:
1.06 MB
Format:
Adobe Portable Document Format
Description:
Download
License bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
1.63 KB
Format:
Item-specific license agreed upon to submission
Description:
Download

Collections

Staff publications (SATM)