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

DOI

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.

Copyright

© 2016, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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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  - Proceedings of the 2016 3rd International Conference on Mechatronics and Information Technology
PB  - Atlantis Press
SP  - 187
EP  - 194
SN  - 2352-538X
UR  - https://doi.org/10.2991/icmit-16.2016.34
DO  - 10.2991/icmit-16.2016.34
ID  - Lin2016/04
ER  -