In the context of mass customization, to address the issues about method based on Constraint Satisfaction Problem (CSP) in the field of product configuration, a combined product configuration method based on the CSP and Bayesian Network (BN) is proposed in this paper. On the basis of CSP and BN theory, a product configuration model established based on CSP and BN, and the specific method for solving was given, Including the reasoning on posterior probability by establishing the Bayesian Network model and the reasoning on Constraint Satisfaction Problem. Finally, to assemble the computer as an example, a configuration system of assembly computer product is developed so as to verify the feasibility and effectiveness.
목차
Abstract 1. Introduction 2. Related Concepts 2.1 Constraint Satisfaction Problems 2.2 Bayesian Network 2. CSP-based Configuration Knowledge Representation with BN 2.1 Configuring Model 2.2 User Bayesian Network Model Construction 3. Configuration Solution based on CSP and BN 3.1 Configuration Solution Procedure 3.2 Get the User's Preference 3.3 The Solution of Five-tuple (X, D, C, Cu, Ce) 4. Product Configuration Examples based on CSP and BN 5. Conclusion Acknowledgements References
키워드
Mass CustomizationProduct ConfigurationConstraint Satisfaction ProblemBayesian Network
저자
Zhiqiang Liu [ College of Information Engineering, Inner Mongolia University of Technology, Hohhot, 010051, China ]
Yila Su [ College of Information Engineering, Inner Mongolia University of Technology, Hohhot, 010051, China ]
Huimin Li [ College of Information Engineering, Inner Mongolia University of Technology, Hohhot, 010051, China ]
Fei Wang [ College of Information Engineering, Inner Mongolia University of Technology, Hohhot, 010051, China ]
보안공학연구지원센터(IJUNESST) [Science & Engineering Research Support Center, Republic of Korea(IJUNESST)]
설립연도
2006
분야
공학>컴퓨터학
소개
1. 보안공학에 대한 각종 조사 및 연구
2. 보안공학에 대한 응용기술 연구 및 발표
3. 보안공학에 관한 각종 학술 발표회 및 전시회 개최
4. 보안공학 기술의 상호 협조 및 정보교환
5. 보안공학에 관한 표준화 사업 및 규격의 제정
6. 보안공학에 관한 산학연 협동의 증진
7. 국제적 학술 교류 및 기술 협력
8. 보안공학에 관한 논문지 발간
9. 기타 본 회 목적 달성에 필요한 사업
간행물
간행물명
International Journal of u- and e- Service, Science and Technology
간기
격월간
pISSN
2005-4246
수록기간
2008~2016
십진분류
KDC 505DDC 605
이 권호 내 다른 논문 / International Journal of u- and e- Service, Science and Technology Vol.8 No.4