Model of Optimal Cooperative Reconnaissance and its Solution using Metaheuristic Methods

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60162694%3AG42__%2F17%3A00534506" target="_blank" >RIV/60162694:G42__/17:00534506 - isvavai.cz</a>

Výsledek na webu

<a href="http://publications.drdo.gov.in/ojs/index.php/dsj/article/view/10530" target="_blank" >http://publications.drdo.gov.in/ojs/index.php/dsj/article/view/10530</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.14429/dsj.67.10530" target="_blank" >10.14429/dsj.67.10530</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Model of Optimal Cooperative Reconnaissance and its Solution using Metaheuristic Methods

Popis výsledku v původním jazyce

The model of optimal cooperative reconnaissance as a part of the tactical decision support system to aid commanders in their decision-making processes is presented. The model represents one of the models of military tactics implemented in the system to plan the ground reconnaissance operation for the commander optimally. The main goal of the model is to explore the area of interest by multiple military elements (scouts, UAVs, UGVs) as quickly as possible. A metaheuristic solution to this problem which combines two probabilistic methods: simulated annealing and the ant colony optimisation algorithm is proposed. In the frst part of this study, the optimal cooperative reconnaissance problem is formulated. Then, metaheuristic solution, which is composed of three independent steps, is presented. Finally, experiments are conducted to verify the approach to this problem.

Název v anglickém jazyce

Model of Optimal Cooperative Reconnaissance and its Solution using Metaheuristic Methods

Popis výsledku anglicky

The model of optimal cooperative reconnaissance as a part of the tactical decision support system to aid commanders in their decision-making processes is presented. The model represents one of the models of military tactics implemented in the system to plan the ground reconnaissance operation for the commander optimally. The main goal of the model is to explore the area of interest by multiple military elements (scouts, UAVs, UGVs) as quickly as possible. A metaheuristic solution to this problem which combines two probabilistic methods: simulated annealing and the ant colony optimisation algorithm is proposed. In the frst part of this study, the optimal cooperative reconnaissance problem is formulated. Then, metaheuristic solution, which is composed of three independent steps, is presented. Finally, experiments are conducted to verify the approach to this problem.

Druh

J_imp - Článek v periodiku v databázi Web of Science

CEP obor

—

OECD FORD obor

50902 - Social sciences, interdisciplinary

Projekt

—

Návaznosti

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Rok uplatnění

2017

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

Defence Science Journal

ISSN

0011-748X

e-ISSN

0976-464X

Svazek periodika

67

Číslo periodika v rámci svazku

5

Stát vydavatele periodika

IN - Indická republika

Počet stran výsledku

7

Strana od-do

529-535

Kód UT WoS článku

000413944300007

EID výsledku v databázi Scopus

2-s2.0-85029575821