Cross-Entropy Method for Laser Defense Applications
Identifikátory výsledku
Kód výsledku v IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F25%3APU149412" target="_blank" >RIV/00216305:26230/25:PU149412 - isvavai.cz</a>
Výsledek na webu
<a href="https://arc.aiaa.org/doi/10.2514/1.I011357" target="_blank" >https://arc.aiaa.org/doi/10.2514/1.I011357</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.2514/1.I011357" target="_blank" >10.2514/1.I011357</a>
Alternativní jazyky
Jazyk výsledku
angličtina
Název v původním jazyce
Cross-Entropy Method for Laser Defense Applications
Popis výsledku v původním jazyce
Recent advancements in laser technology have enabled development of Directed Energy (DE) air defense systems motivated by their high precision and low operational cost compared to conventional defense missiles. In this study, the definition of Weapon Target Assignment (WTA) problem tailored for laser air defense systems is presented. The WTA problem is an NP-hard combinatorial optimization problem and can be solved by many techniques such as evolutionary optimization algorithms. The presented WTA problem is solved by a Cross-Entropy (CE) method in number of realistic air defense scenarios assuming large scale salvo attacks against protected areas. The results have shown that CE is able to simultaneously optimize the assignment of incoming targets to laser stations, the fire order and locations of the defense laser stations (effectors).
Název v anglickém jazyce
Cross-Entropy Method for Laser Defense Applications
Popis výsledku anglicky
Recent advancements in laser technology have enabled development of Directed Energy (DE) air defense systems motivated by their high precision and low operational cost compared to conventional defense missiles. In this study, the definition of Weapon Target Assignment (WTA) problem tailored for laser air defense systems is presented. The WTA problem is an NP-hard combinatorial optimization problem and can be solved by many techniques such as evolutionary optimization algorithms. The presented WTA problem is solved by a Cross-Entropy (CE) method in number of realistic air defense scenarios assuming large scale salvo attacks against protected areas. The results have shown that CE is able to simultaneously optimize the assignment of incoming targets to laser stations, the fire order and locations of the defense laser stations (effectors).
Klasifikace
Druh
J<sub>imp</sub> - Článek v periodiku v databázi Web of Science
CEP obor
—
OECD FORD obor
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Návaznosti výsledku
Projekt
—
Návaznosti
S - Specificky vyzkum na vysokych skolach
Ostatní
Rok uplatnění
2025
Kód důvěrnosti údajů
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Údaje specifické pro druh výsledku
Název periodika
Journal of Aerospace Information Systems
ISSN
1940-3151
e-ISSN
2327-3097
Svazek periodika
22
Číslo periodika v rámci svazku
1
Stát vydavatele periodika
US - Spojené státy americké
Počet stran výsledku
6
Strana od-do
53-58
Kód UT WoS článku
001368629100001
EID výsledku v databázi Scopus
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