Research on Weapon Equipment Purchase Performance Evaluation Based on Support Vector Machine

In this paper, we present an efficient performance evaluation method of weapon equipment purchase based on support vector machine. Firstly, the concept of weapon equipment purchase performance evaluation was explained and the existing problems of weapon equipment purchase performance evaluation were...

Full description

Saved in:
Bibliographic Details
Published in:Journal of physics. Conference series 2020-08, Vol.1616 (1), p.12097
Main Authors: Li, Xiaosong, Peng, Xinran, Xiao, Zhenhua
Format: Article
Language:English
Subjects:
Customer satisfaction
Cycle ratio
Equipment purchasing
Expenditures
Performance evaluation
Physics
Support vector machines
Weapons
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:In this paper, we present an efficient performance evaluation method of weapon equipment purchase based on support vector machine. Firstly, the concept of weapon equipment purchase performance evaluation was explained and the existing problems of weapon equipment purchase performance evaluation were analysed. Then, a 12-dimension performance evaluation indicator system was constructed (these dimensions are: budget progress, cost-benefit ratio, expenditures reduction rate, supplier satisfaction, purchaser satisfaction, customer satisfaction, purchase cycle rationality, qualification rate, price rationality, competition, success rate, and policy completeness). And lastly, a weapon equipment purchase performance evaluation model based on support vector machine was established, and a case analysis was conducted. The result provides a reference for building the indicator system and model for weapon equipment purchase performance evaluation and the research conclusion can help complete and improve the evaluation method.
ISSN:1742-6588
1742-6596
DOI:10.1088/1742-6596/1616/1/012097