Multiobjective optimization of resource leveling and allocation during construction scheduling

Journal of Construction Engineering and Management

Volumn 137, Issue 12, 2011, Pages 1080-1088

  Jun, Dho Heon ^a   El Rayes, Khaled ^a  

^a University of Illinois at Urbana Champaign   (United States)

Author keywords

Optimization; Resource management; Scheduling

Indexed keywords

APPLICATION EXAMPLES; CONSTRUCTION PLANNERS; CONSTRUCTION PROJECTS; CONSTRUCTION SCHEDULING; DECISION VARIABLES; DURING CONSTRUCTION; LOWER AND UPPER BOUNDS; MAIN MODULE; MULTI-OBJECTIVE GENETIC ALGORITHM; MULTI-OBJECTIVE OPTIMIZATION MODELS; OPTIMAL SCHEDULE; PROJECT DURATION; RESOURCE AVAILABILITY CONSTRAINTS; RESOURCE LEVELING; RESOURCE MANAGEMENT; RESOURCE UTILIZATIONS; SCHEDULING MODULE; SOFTWARE SYSTEMS;

CONSTRUCTION INDUSTRY; DECISION MAKING; OPTIMIZATION; SCHEDULING;

MULTIOBJECTIVE OPTIMIZATION;

EID: 84855937977     PISSN: 07339364     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)CO.1943-7862.0000368     Document Type: Article

References (18)

1. Bandelloni, M., Tucci, M., and Rinaldi, R. (1994). Optimal resource leveling using non-serial dynamic programming.. Eur. J. Oper. Res. 0377-2217, 78 (2), 162-177. 10.1016/0377-2217(94)90380-8
2. Chan, W. T., Chua, D. K. H., and Kannan, G. (1996). Construction resource scheduling with genetic algorithms.. J. Constr. Eng. Manage. 0733-9364, 122 (2), 125-132. 10.1061/(ASCE)0733-9364(1996)122:2(125) (Pubitemid 126567089)
3. Chen, P., and Shahandashti, S. M. (2009). Hybrid of genetic algorithm and simulated annealing for multiple project scheduling with multiple resource constraints.. Autom. Constr. 0926-5805, 18 (4), 434-443. 10.1016/j.autcon.2008. 10.007
4. Chua, D. K. H., Chan, W. T., and Kannan, G. (1996). Scheduling with co-evolving resource availability profiles.. J. Civ. Eng. Environ. Sys. 0733-9364, 115 (2), 302-316. 10.1061/(ASCE)0733-9364(1989)115:2(302)
5. El-Rayes, K., and Jun, D. H. (2009). Optimizing resource leveling in construction projects.. J. Constr. Eng. Manage. 0733-9364, 135 (11), 1172-1180. 10.1061/(ASCE)CO.1943-7862.0000097
6. Harris, R. B. (1978). Precedence and arrow networking techniques for Construction, Wiley, New York.
7. Hegazy, T. (1999). Optimization of resource allocation and leveling using genetic algorithms.. J. Constr. Eng. Manage. 0733-9364, 125 (3), 167-175. 10.1061/(ASCE)0733-9364(1999)125:3(167)
8. Kelly, J. E. (1963). The critical-path method: Resource planning and scheduling, J. F. Muth, and, G. L. Thompson, eds., Industrial Scheduling, Prentice Hall, Englewood Cliffs, NJ.
9. Kim, J., and Ellis, J. (2008). Permutation-based elitist genetic algorithm for optimization of large-sized resource-constrained project scheduling.. J. Constr. Eng. Manage. 0733-9364, 134 (11), 904-913. 10.1061/(ASCE)0733-9364(2008)134:11(904)
10. Lee, J., and Kim, Y. (1996). Search heuristics for resource constrained project scheduling.. J. Oper. Res. Soc. 0160-5682, 47 (5), 678-689. 10.1057/jors.1996.79 (Pubitemid 126590745)
11. Leu, S., and Yang, C. (1999). A genetic-algorithm-based resource-constrained construction scheduling system.. Constr. Manage. Econ. 0733-9364, 124 (3), 232-244. 10.1061/(ASCE)0733-9364(1998)124:3(232)
12. Mingozzi, A., Maniezzo, V., Ricciardelli, S., and Bianco, L. (1998). An exact algorithm for the resource-constrained project scheduling problem based on a new mathematical formulation.. Manage. Sci. 0025-1909, 44 (5), 714-729. 10.1287/mnsc.44.5.714 (Pubitemid 128596875)
13. Popescu, C., and Charoenngam, C. (1995). Project planning, scheduling, and control in construction: An encyclopedia of terms and applications, Wiley-Interscience, New York.
14. Senouci, A. B., and Eldin, N. N. (2004). Use of genetic algorithms in resource scheduling of construction projects.. J. Constr. Eng. Manage. 0733-9364, 130 (6), 869-877. 10.1061/(ASCE)0733-9364(2004)130:6(869) (Pubitemid 40265320)
15. Son, J., and Mattila, K. G. (2004). Binary resource leveling model: Activity splitting allowed.. J. Constr. Eng. Manage. 0733-9364, 130 (6), 887-894. 10.1061/(ASCE)0733-9364(2004)130:6(887) (Pubitemid 40265322)
16. Son, J., and Skibniewski, M. J. (1999). Multiheuristic approach for resource leveling problem in construction engineering: hybrid approach.. J. Constr. Eng. Manage. 0733-9364, 125 (1), 23-31. 10.1061/(ASCE)0733-9364(1999) 125:1(23)
17. Stevens, J. (1990). Techniques for construction network scheduling, McGraw-Hill, New York.
18. Zhang, H., Li, H., and Tam, C. M. (2006). Permutation-based particle swarm optimization for resource-constrained project scheduling.. J. Comput. Civ. Eng. 0887-3801, 20 (2), 141-149. 10.1061/(ASCE)0887-3801(2006)20:2(141) (Pubitemid 43260088)