Proceedings of the 2nd International Conference on Mechatronics Engineering and Information Technology (ICMEIT 2017)

An Improved Cuckoo Search Algorithm for Target Assignment

Authors
Yunzhi Zhang, Gang Wang, Xiaoyang Gao, Shengli Liu, Tianxiang Gao
Corresponding Author
Yunzhi Zhang
Available Online May 2017.
DOI
https://doi.org/10.2991/icmeit-17.2017.55How to use a DOI?
Keywords
WTA, cuckoo algorithm, adaptive mutation operator, adaptive communication operator.
Abstract
The purpose is to study an improved cuckoo search algorithms in target assignment via the analysis of the characteristics of air defense interception and the demand for weapon target assignment (WTA). As for the threat of multi-batches and saturating targets, the random coding method based on the minimum position rule is used to initialize the population. In addition, the results' accuracy and fast convergence are ensured by adding adaptive communication and mutation operator. The improved algorithm is then simulated and analyzed by the air defense target interception case, and the results indicate that the improved algorithm is effectiveness and superiority in solving the problem of WTA, compared to the standard cuckoo and immune algorithm. The current study indicate that the improved algorithm provides a kind of effective method for solving the problem of WTA.
Open Access
This is an open access article distributed under the CC BY-NC license.

Download article (PDF)

Proceedings
2nd International Conference on Mechatronics Engineering and Information Technology (ICMEIT 2017)
Part of series
Advances in Computer Science Research
Publication Date
May 2017
ISBN
978-94-6252-338-8
ISSN
2352-538X
DOI
https://doi.org/10.2991/icmeit-17.2017.55How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Yunzhi Zhang
AU  - Gang Wang
AU  - Xiaoyang Gao
AU  - Shengli Liu
AU  - Tianxiang Gao
PY  - 2017/05
DA  - 2017/05
TI  - An Improved Cuckoo Search Algorithm for Target Assignment
BT  - 2nd International Conference on Mechatronics Engineering and Information Technology (ICMEIT 2017)
PB  - Atlantis Press
SN  - 2352-538X
UR  - https://doi.org/10.2991/icmeit-17.2017.55
DO  - https://doi.org/10.2991/icmeit-17.2017.55
ID  - Zhang2017/05
ER  -