Cross-Entropy Method for Laser Defense Applications
The result's identifiers
Result code in 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>
Result on the web
<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>
Alternative languages
Result language
angličtina
Original language name
Cross-Entropy Method for Laser Defense Applications
Original language description
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).
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2025
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Journal of Aerospace Information Systems
ISSN
1940-3151
e-ISSN
2327-3097
Volume of the periodical
22
Issue of the periodical within the volume
1
Country of publishing house
US - UNITED STATES
Number of pages
6
Pages from-to
53-58
UT code for WoS article
001368629100001
EID of the result in the Scopus database
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