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Adeli, H and Karim, A (1997) Scheduling/Cost Optimization and Neural Dynamics Model for Construction. Journal of Construction Engineering and Management, 123(04), 450–8.

Arditi, D, Kale, S and Tangkar, M (1997) Innovation in Construction Equipment and Its Flow into the Construction Industry. Journal of Construction Engineering and Management, 123(04), 371–8.

Hartman, F, Snelgrove, P and Ashrafi, R (1997) Effective Wording to Improve Risk Allocation in Lump Sum Contracts. Journal of Construction Engineering and Management, 123(04), 379–87.

Jaafari, A (1997) Concurrent Construction and Life Cycle Project Management. Journal of Construction Engineering and Management, 123(04), 427–36.

Kang, L S and Paulson, B C (1997) Adaptability of Information Classification Systems for Civil Works. Journal of Construction Engineering and Management, 123(04), 419–26.

Pocock, J B, Liu, L Y and Kim, M K (1997) Impact of Management Approach on Project Interaction and Performance. Journal of Construction Engineering and Management, 123(04), 411–8.

Portas, J and AbouRizk, S (1997) Neural Network Model for Estimating Construction Productivity. Journal of Construction Engineering and Management, 123(04), 399–410.

  • Type: Journal Article
  • Keywords:
  • ISBN/ISSN: 0733-9364
  • URL: https://doi.org/10.1061/(ASCE)0733-9364(1997)123:4(399)
  • Abstract:
    The paper describes an approach developed to estimate construction productivity for concrete formwork tasks. The system utilizes artificial neural networks, historical information, and input from experienced superintendents employed by a leading construction general contractor. It also summarizes a study undertaken to determine factors that affect labor productivity, the survey conducted to collect relevant data, and the design, training, and implementation of artificial neural networks at the participating company. A number of alternative neural network structures were investigated, the adopted one was a three-layered network with a fuzzy output structure. It was found that this structure provided the most suitable model since much of the input was subjective. A brief overview of the computer implementations and the overall experience with the system development is also provided. The method was compared to an existing statistical model developed by the same contractor and was found to improve the quality of the estimates attained. A case study conducted in the context of a workshop with senior estimators is also presented.

Schexnayder, C and Ohrn, L G (1997) Highway Specifications—Quality versus Pay. Journal of Construction Engineering and Management, 123(04), 437–43.

Touran, A (1997) Probabilistic Model for Tunneling Project Using Markov Chain. Journal of Construction Engineering and Management, 123(04), 444–9.

Venegas C., P and Alarcón C., L F (1997) Selecting Long-Term Strategies for Construction Firms. Journal of Construction Engineering and Management, 123(04), 388–98.

Walsh, K D, Houston, W N and Houston, S L (1997) Field Implications of Current Compaction Specification Design Practices. Journal of Construction Engineering and Management, 123(04), 363–70.