基于约束满足和贝叶斯网络的大规模定制产品配置方法

基金项目:

国家自然科学基金资助项目(61363052)

内蒙古自然科学基金资助项目(2012MS0904)

详细信息

Mass Customized Product Configuration Method Based on Constraint Satisfaction Problem and Bayesian Networks

College of Information Engineering, Inner Mongolia University of Technology, Hohhot 010051, China

摘要: 针对在产品配置过程中忽略了用户兴趣这一不足,提出了一种基于约束满足问题(constraint satisfaction problem,CSP)与贝叶斯网络(Bayesian network,BN)二者结合的产品配置方法.在CSP与BN的理论基础上,建立了基于CSP与BN的配置模型,给出了求解的具体方法.最后以组装电脑为例,开发了组装电脑产品的配置系统,该系统验证了这种配置方法能对配置结果进行优化,具有一定的可行性和有效性.
- 大规模定制 /
- 产品配置 /
- 约束满足问题(CSP) /
- 贝叶斯网络(BN)
Abstract: To address the deficiency of ignoring the interests of users in the process of product configuration, a combined product configuration method based on the CSP and Bayesian Network ( BN) was proposed in this paper. On the basis of CSP and BN theory, a product configuration model was established based on CSP and BN, and the specific method of solution was given, to assemble the computer as an example, a configuration system of assembly computer product was developed so as to verify the optimized configuration result, and it shows good feasibility and effectiveness.
- mass customization /
- product configuration /
- constraint satisfaction problem /
- Bayesian network