GA-CBR 공사비 예측 모델의 정확도 향상을 위한 Dual-optimization 방법

  • 김수영 (한양대학교 ERICA 건축학부)
  • 발행 : 2017.06.01

초록

키워드

참고문헌

  1. 김수영 (2017). "Dual-optimization Method for Improving Accuracy in GA-CBR Cost Estimating Model." 서울대학교 박사학위논문
  2. Aamodt, A., & Plaza, E. (1994). "Case-based reasoning: Foundational issues, methodological variations, and system approaches." AI communications, 7(1), 39-59.
  3. Arditi, D., & Tokdemir, O. B. (1999). "Comparison of case-based reasoning and artificial neural networks." Journal of computing in civil engineering, 13(3), 162-169. https://doi.org/10.1061/(ASCE)0887-3801(1999)13:3(162)
  4. Barrie, D. S., & Paulson Jr, B. C. (2000). Professional construction management: including CM, designconstruct, and general contracting. McGraw-Hill. 3rdedition.
  5. Duverlie, P., & Castelain, J. M. (1999). "Cost estimation during design step: parametric method versus case based reasoning method." The international journal of advanced manufacturing technology, 15(12), 895-906. https://doi.org/10.1007/s001700050147
  6. Goh, Y. M., & Chua, D. K. H. (2009). "Case-based reasoning approach to construction safety hazard identification: adaptation and utilization." Journal of Construction Engineering and Management, 136(2), 170-178. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000116
  7. Hu, J., Qi, J., & Peng, Y. (2015). "New CBR adaptation method combining with problem-solution relational analysis for mechanical design." Computers in Industry, 66, 41-51. https://doi.org/10.1016/j.compind.2014.08.004
  8. Ji, S. H., Park, M., & Lee, H. S. (2011). "Cost estimation model for building projects using case-based reasoning." Canadian Journal of Civil Engineering, 38(5), 570-581. https://doi.org/10.1139/l11-016
  9. Kolodner, J. (1993). Case-based reasoning, Morgan Kaufmann Publishers Inc., New York, USA.
  10. Koo, C., Hong, T., & Hyun, C. (2011). "The development of a construction cost prediction model with improved prediction capacity using the advanced CBR approach." Expert Systems with Applications, 38(7), 8597-8606. https://doi.org/10.1016/j.eswa.2011.01.063
  11. Leake, D. B. (1996). Case-Based Reasoning: Experiences, lessons and future directions. MIT press.
  12. Paulson Jr, B. C. (1976). Designing to reduce construction costs. Journal of the construction division, 102(C04).
  13. Trost, S. M., & Oberlender, G. D. (2003). "Predicting accuracy of early cost estimates using factor analysis and multivariate regression." Journal of Construction Engineering and Management, 129(2), 198-204. https://doi.org/10.1061/(ASCE)0733-9364(2003)129:2(198)
  14. Watson, I., & Marir, F. (1994). "Case-based reasoning: A review." Knowledge Engineering Review, 9(4), 327-354. https://doi.org/10.1017/S0269888900007098