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ISSN : 1229-6783(Print)
ISSN : 2288-1484(Online)
Journal of the Korea Safety Management & Science Vol.14 No.3 pp.269-276
DOI :

특징기반 플라스틱 사출제품을 위한 유전자 알고리즘과 Support Vector Regression 기반의 하이브리드 비용 평가 모델

서 광 규*
*상명대학교 경영공학과

A Genetic Algorithm and Support Vector Regression based Hybrid Cost Estimation Model for Feature-based Plastic

Kwang-Kyu Seo*
*Dept. of Management Engineering, Sangmyung University

Abstract


Reference

1. Cavalieria, S., Maccarroneb, Pinto, P. R. "Parametric vs. neural network models for the estimation of production costs: A case study in the automotive industry", International journal of Production Economics, Vol. 91(2) (2004): 165–177
2. Chen, K. -Y., Wang, C. -H., "Support vector regression with genetic algorithms in forecasting tourism demand", Tourism Manage. Vol. 28 (2007): 215–226
3. Cortes, C., Vapnik, V., "Support vector networks", Mach. Learn., Vol. 20(3): 273–.297 (1995).
4. Goldberg, D. E., Genetic algorithms in search, optimization, and machine learning. Reading, MA: Addison-Wesley, (1989)
5. Hsu, C. W., Chang, C.C., Lin, C. J., A practical guide to support vector classification, Technical Report, Department of Computer Science, National Taiwan University, Taipei, Taiwan, (2003)
6. Kim, W. C., Mauborgne, R. Blue ocean strategy: How to Create Uncontested Market Space and Make the Competition Irrelevant, United States of America: Harvard Business School Publishing Corporation, (2005)
7. Salgado, D. R., Alonso, F. J., "An approach based on current and sound signals for in-process tool wear monitoring", Int. J. Mach. Tool. Manufact. Vol. 47 (2007): 2140–2152
8. Seo, K. -K., Park, J. -H., Jang, D. -S., Wallace, D., "Approximate estimation of the product life cycle cost using artificial neural networks in conceptual design", Int. J. Adv. Manuf. Technol. Vol. 19 (2002): 461–471
9. Shehab, E. M., Abdalla, H. S., "Manufacturing Cost Modeling for Concurrent Product Development", Robotics & Computer-Integrated Manufacturing, Vol. 17(4) (2001): 341-353
10. Vapnik, V., The Nature of Statistical Learning Theory, Springer, London, (1999)
11. Wang, H. S., Che, Z. H., "A multi-phase model for product part change problems", International Journal of Production Research, Vol. 46(10) (2008): 2797-2825
12. Zhang, Y. F., Fuh, J. Y. H., Chan, W. T., "Feature-based cost estimation for packaging products using neural networks", Computers in Industry, Vol. 32(1) (1996): 95-113
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