Proceedings of the 2016 3rd International Conference on Mechatronics and Information Technology

A method of operational effectiveness analysis for aerocraft base on L1 regularized logistic model

Authors
Tao Lin, Ke Zhang, Nai Gang Cui, Zhen Biao Tu
Corresponding Author
Tao Lin
Available Online April 2016.
DOI
https://doi.org/10.2991/icmit-16.2016.34How to use a DOI?
Keywords
operational effectiveness, L1 norm regularized, logistic model, aerocraft.
Abstract
A method of operational effectiveness analysis for aerocraft is proposed based on L1 regularized logistic model, for the problem of the operational effectiveness index is not easy to quantify analysis .The operational effectiveness of aerocraft is affected by many factors which relationship are complex, and index is difficult to quantitative analysis, when the aerocraft is in a complex battlefield environment. A set of analysis method and the analysis process for the study of the aerocraft operational effectiveness is provided. It uses machine learning methods to solve the problem of multi factors and complex relationship of operational effectiveness, by converted operational effectiveness sensitivity analysis to feature effectiveness judgment based on category. This method provides an effective method of tactical application for aerocraft penetration to seek the main influence factors from the whole.
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This is an open access article distributed under the CC BY-NC license.

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Proceedings
2016 3rd International Conference on Mechatronics and Information Technology
Part of series
Advances in Computer Science Research
Publication Date
April 2016
ISBN
978-94-6252-184-1
ISSN
2352-538X
DOI
https://doi.org/10.2991/icmit-16.2016.34How 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  - Tao Lin
AU  - Ke Zhang
AU  - Nai Gang Cui
AU  - Zhen Biao Tu
PY  - 2016/04
DA  - 2016/04
TI  - A method of operational effectiveness analysis for aerocraft base on L1 regularized logistic model
BT  - 2016 3rd International Conference on Mechatronics and Information Technology
PB  - Atlantis Press
SN  - 2352-538X
UR  - https://doi.org/10.2991/icmit-16.2016.34
DO  - https://doi.org/10.2991/icmit-16.2016.34
ID  - Lin2016/04
ER  -