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

• Published in: Journal of physics. Conference series Vol. 1616; no. 1; pp. 12097 - 12105
• Main Authors: Li, Xiaosong, Peng, Xinran, Xiao, Zhenhua
• Format: Journal Article
• Language: English
• Published: Bristol IOP Publishing 01.08.2020
• Subjects: Customer satisfaction; Cycle ratio; Equipment purchasing; Expenditures; Performance evaluation; Physics; Support vector machines; Weapons
• ISSN: 1742-6588; 1742-6596
• DOI: 10.1088/1742-6596/1616/1/012097

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.