Multiobjective Cognitive Cooperative Jamming Decision-Making Method Based on Tabu Search-Artificial Bee Colony Algorithm
Joint Authors
Source
International Journal of Aerospace Engineering
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-12-09
Country of Publication
Egypt
No. of Pages
10
Abstract EN
For the future information confrontation, a single jamming mode is not effective due to the complex electromagnetic environment.
Selecting the appropriate jamming decision to coordinately allocate the jamming resources is the development direction of the electronic countermeasures.
Most of the existing studies about jamming decision only pay attention to the jamming benefits, while ignoring the jamming cost.
In addition, the conventional artificial bee colony algorithm takes too many iterations, and the improved ant colony (IAC) algorithm is easy to fall into the local optimal solution.
Against the issue, this paper introduces the concept of jamming cost in the cognitive collaborative jamming decision model and refines it as a multiobjective one.
Furthermore, this paper proposes a tabu search-artificial bee colony (TSABC) algorithm to cognitive cooperative-jamming decision.
It introduces the tabu list into the artificial bee colony (ABC) algorithm and stores the solution that has not been updated after a certain number of searches into the tabu list to avoid meeting them when generating a new solution, so that this algorithm reduces the unnecessary iterative process, and it is not easy to fall into a local optimum.
Simulation results show that the search ability and probability of finding the optimal solution of the new algorithm are better than the other two.
It has better robustness, which is better in the “one-to-many” jamming mode.
American Psychological Association (APA)
Ye, Fang& Che, Fei& Gao, Lipeng. 2018. Multiobjective Cognitive Cooperative Jamming Decision-Making Method Based on Tabu Search-Artificial Bee Colony Algorithm. International Journal of Aerospace Engineering،Vol. 2018, no. 2018, pp.1-10.
https://search.emarefa.net/detail/BIM-1167793
Modern Language Association (MLA)
Ye, Fang…[et al.]. Multiobjective Cognitive Cooperative Jamming Decision-Making Method Based on Tabu Search-Artificial Bee Colony Algorithm. International Journal of Aerospace Engineering No. 2018 (2018), pp.1-10.
https://search.emarefa.net/detail/BIM-1167793
American Medical Association (AMA)
Ye, Fang& Che, Fei& Gao, Lipeng. Multiobjective Cognitive Cooperative Jamming Decision-Making Method Based on Tabu Search-Artificial Bee Colony Algorithm. International Journal of Aerospace Engineering. 2018. Vol. 2018, no. 2018, pp.1-10.
https://search.emarefa.net/detail/BIM-1167793
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1167793