Novel Hybrid Method in Time-Cost Trade-Off for Resource-Constrained Construction Projects

被引:24
作者
Albayrak, Gulcag [1 ]
机构
[1] Eskisehir Osmangazi Univ, Dept Civil Engn, TR-26040 Eskisehir, Turkey
关键词
Hybrid algorithm; Metaheuristic method; Optimization; Project planning; MULTIOBJECTIVE APPROACH; GENETIC ALGORITHM; OPTIMIZATION; COLONY; MODELS;
D O I
10.1007/s40996-020-00437-2
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Time and cost are two of the most important issues for construction planning. Nowadays, the relationship between time and cost becomes more crucial due to the competitive conditions. The contradiction of these two project factors which are affected by the various project constraints needs to be balanced. In this study, time-cost trade-off (TCT) problem is considered as a multi-objective problem. To solve TCT, a novel hybrid algorithm (NHA) is suggested. This method, which is developed by hybridization of particle swarm optimization (PSO) and genetic algorithm, is compared on the application with standard PSO. NHA, which is expected to be more efficient in terms of avoiding local best points and searching the solution space, also presents shorter and more economical alternatives of the project.
引用
收藏
页码:1295 / 1307
页数:13
相关论文
共 37 条
[1]   Utility of Genetic Algorithms for Solving Large-Scale Construction Time-Cost Trade-Off Problems [J].
Agdas, Duzgun ;
Warne, David J. ;
Osio-Norgaard, Jorge ;
Masters, Forrest J. .
JOURNAL OF COMPUTING IN CIVIL ENGINEERING, 2018, 32 (01)
[2]  
Albayrak G., 2017, International Journal of Structural and Civil Engineering Research, V6, P30, DOI [10.18178/ijscer.6.1.30-34, DOI 10.18178/IJSCER.6.1.30-34]
[3]   Experimental evaluation of simulated annealing algorithms for the time-cost trade-off problem [J].
Anagnostopoulos, K. P. ;
Kotsikas, L. .
APPLIED MATHEMATICS AND COMPUTATION, 2010, 217 (01) :260-270
[4]  
[Anonymous], THESIS
[5]  
[Anonymous], Adaptation in Natural and Artificial Systems | The MIT Press
[6]  
Arlbayrak G, 2018, REV CONSTR, V17, P304, DOI [10.7764/RDLC.17.2.304, 10.7764/rdlc.17.2.304]
[7]   Construction Project Scheduling with Time, Cost, and Material Restrictions Using Fuzzy Mathematical Models and Critical Path Method [J].
Castro-Lacouture, Daniel ;
Suer, Gursel A. ;
Gonzalez-Joaqui, Julian ;
Yates, J. K. .
JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT, 2009, 135 (10) :1096-1104
[8]   Time-cost trade-off analysis of project networks in fuzzy environments [J].
Chen, Shih-Pin ;
Tsai, Ming-Jiun .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2011, 212 (02) :386-397
[9]   Complexity of the discrete time-cost tradeoff problem for project networks [J].
De, P ;
Dunne, EJ ;
Ghosh, JB ;
Wells, CE .
OPERATIONS RESEARCH, 1997, 45 (02) :302-306
[10]   Hybrid multiple objective artificial bee colony with differential evolution for the time-cost-quality tradeoff problem [J].
Duc-Hoc Tran ;
Cheng, Min-Yuan ;
Minh-Tu Cao .
KNOWLEDGE-BASED SYSTEMS, 2015, 74 :176-186