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Chan, W, Chua, D K H and Kannan, G (1996) Construction Resource Scheduling with Genetic Algorithms . Journal of Construction Engineering and Management, 122(02), 125–32.

  • Type: Journal Article
  • Keywords:
  • ISBN/ISSN: 0733-9364
  • URL: https://doi.org/10.1061/(ASCE)0733-9364(1996)122:2(125)
  • Abstract:
    A new approach for resource scheduling using genetic algorithms (GAs) is presented here. The methodology does not depend on any set of heuristic rules. Instead, its strength lies in the selection and recombination tasks of the GA to learn the domain of the specific project network. By this it is able to evolve improved schedules with respect to the objective function. Further, the model is general enough to encompass both resource leveling and limited resource allocation problems unlike existing methods, which are class-dependent. In this paper, the design and mechanisms of the model are described. Case studies with standard test problems are presented to demonstrate the performance of the GA-scheduler when compared against heuristic methods under various resource availability profiles. Results obtained with the proposed model do not indicate an exponential growth in the computational time required for larger problems.

Dozzi, S P, AbouRizk, S M and Schroeder, S L (1996) Utility-Theory Model for Bid Markup Decisions . Journal of Construction Engineering and Management, 122(02), 119–24.

Elazouni, A M and Basha, I M (1996) Evaluating the Performance of Construction Equipment Operators in Egypt . Journal of Construction Engineering and Management, 122(02), 109–14.

Everett, J G and Frank, P B (1996) Costs of Accidents and Injuries to the Construction Industry . Journal of Construction Engineering and Management, 122(02), 158–64.

Everett, J G and Saito, H (1996) Construction Automation: Demands and Satisfiers in the United States and Japan . Journal of Construction Engineering and Management, 122(02), 147–51.

Farmer, I W (1996) Performance of Chain Trenchers in Mixed Ground . Journal of Construction Engineering and Management, 122(02), 115–8.

Hinze, J and Bren, D (1996) Analysis of Fatalities and Injuries Due to Powerline Contacts . Journal of Construction Engineering and Management, 122(02), 177–82.

Hinze, J and Nelson, A (1996) Enhancing Performance of Soundless Chemical Demolition Agents . Journal of Construction Engineering and Management, 122(02), 193–5.

Navon, R, Rubinovitz, Y and Coffler, M (1996) Fully Automated Rebar CAD/CAM System: Economic Evaluation and Field Implementation . Journal of Construction Engineering and Management, 122(02), 101–8.

Paek, J H and Ock, J H (1996) Innovative Building Construction Technique: Modified Up/Down Method . Journal of Construction Engineering and Management, 122(02), 141–6.

Pocock, J B, Hyun, C T, Liu, L Y and Kim, M K (1996) Relationship between Project Interaction and Performance Indicators . Journal of Construction Engineering and Management, 122(02), 165–76.

Russell, J S and Zhai, H (1996) Predicting Contractor Failure Using Stochastic Dynamics of Economic and Financial Variables . Journal of Construction Engineering and Management, 122(02), 183–91.

Warszawski, A (1996) Strategic Planning in Construction Companies . Journal of Construction Engineering and Management, 122(02), 133–40.

Wolters, R S and Burleson, R C (1996) Merit Shop Recruitment and Selection Practices in Alabama . Journal of Construction Engineering and Management, 122(02), 152–7.