KEYWORDS: Data modeling, Modeling, Error analysis, Design and modelling, Mathematical modeling, Education and training, Statistical methods, Reflection, Probability theory, Matrices
This paper predicts the success probability of successful or unsuccessful multivariate tests, uses Lasso regression method to fit the input data, mining information from different dimensions of input data to analyze the success probability, and makes experiments to compare and verify the effectiveness of the methods.
In view of the characteristics of multiple test types and evaluation indexes of information equipment performance, this paper studies the reliability measurement of prior information from different sources of test information, such as physical test, semi-physical test, simulation test and physical substitution test, starting from the distribution difference of test data, and carries out the research on the fusion evaluation method of numerical and real tests based on prior information, to improve the test efficiency, shorten the development period, reduce the test cost, and provide technical and theoretical support for obtaining more reliable equipment test evaluation results.
In order to find out the degree to which communication equipment can be put into combat use and maintained in a near real combat environment, the evaluation of the operational applicability of communication equipment in service is carried out. This article comprehensively analyzes the key elements of operational suitability assessment and builds a parameter index system for combat suitability assessment. In order to avoid the defects of the subjective and objective weighting methods, a variety of subjective and objective weighting methods are introduced to determine the subjective and objective weights respectively. On this basis, the game theory is introduced to optimize the subjective and objective weight coefficients, and the comprehensive weight of the operational applicability parameters is determined, and a reasonable operational applicability evaluation conclusion is obtained, which provides a guarantee for the equipment participating in the test to better serve in the army.
Access to the requested content is limited to institutions that have purchased or subscribe to SPIE eBooks.
You are receiving this notice because your organization may not have SPIE eBooks access.*
*Shibboleth/Open Athens users─please
sign in
to access your institution's subscriptions.
To obtain this item, you may purchase the complete book in print or electronic format on
SPIE.org.
INSTITUTIONAL Select your institution to access the SPIE Digital Library.
PERSONAL Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.