Site-level facilities layout using genetic algorithms

被引:111
作者
Li, H [1 ]
Love, PED
机构
[1] Hong Kong Polytech Univ, Dept Bldg & Real Estate, Kowloon, Peoples R China
[2] Deakin Univ, Fac Sci & Technol, Sch Arch & Bldg, Geelong, Vic 3217, Australia
关键词
D O I
10.1061/(ASCE)0887-3801(1998)12:4(227)
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Construction site-level facilities layout is an important activity in site planning. The objective of this activity is to allocate appropriate locations and areas for temporary site-level facilities such as warehouses, job offices, various workshops and batch plants. Depending on the size, location, and nature of the project, the required temporary facilities may vary. The layout of facilities has an important impact on the production time and cost savings, especially for large projects. In this paper, a construction site-level facility layout problem is described as allocating a set of predetermined facilities into a set of predetermined places, while satisfying layout constraints and requirements. A genetic algorithm system, which is a computational model of Darwinian evolution theory, is employed to solve the facilities layout problem. A case study is presented to demonstrate the efficiency of the genetic algorithm system in solving the construction site-level facility layout problems.
引用
收藏
页码:227 / 231
页数:5
相关论文
共 19 条
[1]  
[Anonymous], 1991, P 4 INT C GENETIC AL
[2]  
[Anonymous], J CONSTRUCTION ENG M
[3]  
BUFFA ES, 1964, HARVARD BUS REV, V42, P136
[4]   MULTIPLE CRITERIA APPROACH TO THE FACILITIES LAYOUT PROBLEM [J].
FORTENBERRY, JC ;
COX, JF .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1985, 23 (04) :773-782
[5]  
Goldberg D. E., 1989, GENETIC ALGORITHMS S
[6]  
Goldberg David E., 1985, P 1 INT C GENETIC AL, P154, DOI DOI 10.4324/9781315799674
[7]   OPTIMIZATION OF CONTROL PARAMETERS FOR GENETIC ALGORITHMS [J].
GREFENSTETTE, JJ .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1986, 16 (01) :122-128
[8]  
HAMIANI A, 1988, MICROCOMPUTERS SUPER, P248
[9]  
HASSAN MMD, 1991, J PRODUCTION RES, V6, P1263
[10]  
Holland JH., 1992, ADAPTATION NATURAL A, DOI DOI 10.7551/MITPRESS/1090.001.0001