A genetic algorithm-based method for scheduling repetitive construction projects

被引:95
作者
Long, Luong Duc [1 ]
Ohsato, Ario [2 ]
机构
[1] Ho Chi Minh City Univ Technol, Dept Construct Engn & Management, Ho Chi Minh City, Vietnam
[2] Nagaoka Univ Technol, Dept Management & Informat Syst Sci, Niigata 9402188, Japan
关键词
Repetitive construction projects; Algorithms; Project scheduling; COST OPTIMIZATION; MODEL; BALANCE; PATH; LINE;
D O I
10.1016/j.autcon.2008.11.005
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
This paper develops a new method for scheduling repetitive construction projects with several objectives such as project duration, project cost, or both of them. The method deals with constraints of precedence relationships between activities, and constraints of resource work continuity. The method considers different attributes of activities (Such as activities which allow or do not allow interruptions), and different relationships between direct costs and durations for activities (such as linear, non-linear, continuous, or discrete relationship) to provide a satisfactory schedule. In order to minimize the mentioned objectives, the proposed method finds a set of suitable durations for activities by genetic algorithm. and then determines the Suitable start times of these activities by a scheduling algorithm. The bridge construction example from literature is analyzed to validate the proposed method, and another example is also given to illustrate its new capability in project planning. (c) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:499 / 511
页数:13
相关论文
共 32 条
[1]   Scheduling cost optimization and neural dynamics model for construction [J].
Adeli, H ;
Karim, A .
JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT-ASCE, 1997, 123 (04) :450-458
[2]   FORMAL DEVELOPMENT OF LINE-OF-BALANCE TECHNIQUE [J].
ALSARRAJ, ZM .
JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT-ASCE, 1990, 116 (04) :689-704
[3]  
ARDITI D, 1986, ASCE J CONSTRUCTION, V112, P411
[4]  
BIRRELL GS, 1980, J CONSTRUCT DIV-ASCE, V106, P389
[5]  
CARR RI, 1974, ASCE J CONSTRUCTION, V100, P403
[6]   APPLICATION OF LINEAR SCHEDULING [J].
CHRZANOWSKI, EN ;
JOHNSTON, DW .
JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT-ASCE, 1986, 112 (04) :476-491
[7]   Optimizing resource utilization for repetitive construction projects [J].
El-Rayes, K ;
Moselhi, O .
JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT-ASCE, 2001, 127 (01) :18-27
[8]   Evolutionary resource scheduler for linear projects [J].
Georgy, Maged E. .
AUTOMATION IN CONSTRUCTION, 2008, 17 (05) :573-583
[9]  
Goldberg D. E., 1989, Genetic algorithms in machine learning, search and optimization
[10]   Linear scheduling model: Development of controlling activity path [J].
Harmelink, DJ ;
Rowings, JE .
JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT-ASCE, 1998, 124 (04) :263-268