Multi-objective dynamic construction site layout planning in fuzzy random environment

Automation in Construction

Volumn 27, Issue , 2012, Pages 155-169

  Xu, Jiuping ^a   Li, Zongmin ^a  

^a SICHUAN UNIVERSITY   (China)

Author keywords

Dynamic construction site layout planning; Fuzzy random environment; Multi objective particle swarm optimization; Uncertainty

Indexed keywords

CONSTRUCTION PROJECTS; CONSTRUCTION SITES; CRISP MODELS; DYNAMIC CONSTRUCTION; ENVIRONMENTAL ACCIDENTS; FUZZY RANDOM; FUZZY RANDOM ENVIRONMENT; FUZZY RANDOM VARIABLE; MATHEMATICAL FORMULATION; MULTI OBJECTIVE; MULTI OBJECTIVE DECISION MAKING; MULTI OBJECTIVE PARTICLE SWARM OPTIMIZATION; PERMUTATION-BASED REPRESENTATION; SITE LAYOUT; TOTAL COSTS; UNCERTAINTY;

ALGORITHMS; CIVIL ENGINEERING;

PROBLEM SOLVING;

EID: 84863711984     PISSN: 09265805     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.autcon.2012.05.017     Document Type: Article

References (50)

1. A. Hamiani, and G. Popescu CONSITE: a knowledge-based expert system for site layout Computing in Civil Engineering 1988 248 256
2. I.C. Yeh Construction-site layout using annealed neural network Journal of Computing in Civil Engineering 9 3 1995 201 208
3. P.P. Zouein, and I.D. Tommelein Dynamic layout planning using a hybrid incremental solution method Journal of Construction Engineering and Management 125 6 1999 400 408
4. D.M. Russell, and K.Y. Gau Trends and perspectives: the facility layout problem: recent and emerging trends and perspectives Journal of Manufacturing Systems 15 5 1996 351 366
5. W. Domschke, and G. Krispin Location and layout planning OR Spectrum 19 3 1997 181 194
6. E. Elbeltagi, T. Hagazy, A.H. Hosny, and A. Eldosouky Schedule-dependent evolution of site layout planning Construction Management and Economics 19 7 2001 689 697
7. E. Elbeltagi, T. Hegazy, and A. Eldosouky Dynamic layout of construction temporary facilities considering safety Journal of Construction Engineering and Management 130 4 2004 534 541
8. A. Khalafallah, and K. El-Rayes Automated multi-objective optimization system for airport site layouts Automation in Construction 20 2011 313 320
9. Z. Turskis, E.K. Zavadskas, and F. Peldschus Multi-criteria optimization system for decision making in construction design and management Inzinerine Ekonomika Engineering Economics 61 1 2009 7 17
10. S.O. Cheung, T.K.L. Tong, and C.M. Tam Site pre-cast yard layout arrangement through genetic algorithms Automation in Construction 11 1 2002 35 46
11. M.J. Wang, M.H. Hu, and M.Y. Ku A solution to the unequal area facilities layout problem by genetic algorithm Computers in Industry 56 2 2005 207 220
12. X. Ning, K.C. Lamb, and M.C.K. Lam Dynamic construction site layout planning using max-min ant system Automation in Construction 19 2010 55 65
13. A. Baykasoglu, T. Dereli, and I. Sabuncu An ant colony algorithm for solving budget constrained and unconstrained dynamic facility layout problems Omega 34 2006 385 396
14. X. Ning, K.C. Lamb, and M.C.K. Lam A decision-making system for construction site layout planning Automation in Construction 20 2011 459 473
15. A.K. Sethi, and S.P. Sethi Flexibility in manufacturing: a survey International Journal of Flexible Manufacturing Systems 2 4 1990 289 328
16. X. Ning, and L.G. Wang Construction site layout evaluation by intuitionistic fuzzy TOPSIS model Applied Mechanics and Materials 71 2011 583 588
17. A.R. Soltani, and T. Fernando A fuzzy based multi-objective path planning of construction sites Automation in Construction 13 2004 717 734
18. M.J. Mawdesley, and S.H. Al-Jibouri Proposed genetic algorithms for construction site layout Engineering Applications of Artificial Intelligence 16 5-6 2003 501 509
19. S.C. Duong, E. Uezato, H. Kinjo, and T. Yamamoto A hybrid evolutionary algorithm for recurrent neural network control of a three-dimensional tower crane Automation in Construction 23 2012 55 63
20. H. Li, and P.E.D. Love Genetic search for solving construction site-level unequal-area facility layout problems Automation in Construction 9 2 2000 217 226
21. J. Kennedy, and R. Eberhart Particle swarm optimization Proceedings of the IEEE Conference on Neural Networks 1995 IEEE Service Center Piscataway 1942 1948
22. H. Zhang, and J.Y. Wang Particle swarm optimization for construction site unequal-area layout Journal of Construction Engineering and Management 134 2008 739
23. K.C. Lam, X. Ning, and T. Ng The application of the ant colony optimization algorithm to the construction site layout planning problem Construction Management and Economics 25 4 2007 359 374
24. Z. Wang, H.Z. Huang, Y. Li, Y. Pang, and N.C. Xiao An approach to system reliability analysis with fuzzy random variables Mechanism and Machine Theory 52 2012 35 46
25. J.P. Xu, and Z. Zhang A Fuzzy Random Resource-constrained Scheduling Model with Multiple Projects and Its Application to a Working Procedure in a Large-Scale Water Conservancy and Hydropower Construction Project Journal of Scheduling 15 2012 253 272
26. J.P. Xu, F. Yan, and S. Li Vehicle routing optimization with soft time windows in a fuzzy random environment Transportation Research Part E: Logistics and Transportation Review 47 2011 1075 1091
27. J.P. Xu, and Y.G. Liu Multi-objective decision making model under fuzzy random environment and its application to inventory problems Information Sciences 178 2008 2899 2914
28. M. Gangolells, M. Casals, N. Forcada, X. Roca, and A. Fuertes Mitigating construction safety risks using prevention through design Journal of Safety Research 41 2010 107 122
29. H. Kwakernaak Fuzzy random variables - I, definitions and theorems Information Sciences 1978 1 29
30. M.L. Puri, and D.A. Ralescu Fuzzy random variables Journal of Mathematical Analysis and Applications 114 1986 409 422
31. M. Gil, M. Lopez-Diaz, and D. Ralescu Overview on the development of fuzzy random variables Fuzzy Sets and Systems 157 2006 2546 2557
32. J.P. Xu, and X.Y. Zhou Fuzzy-like multiple objective decision making Studies in Fuzziness and Soft Computing vol. 263 2011 Springer-Verlag Berlin Heidelberg
33. J. Robinson, S. Sinton, and Y. Rahmat-Samii Particle swarm, genetic algorithm, and their hybrids: optimization of a profiled corrugated horn antenna IEEE Antennas and Propagation Society International Symposium and URSI National Radio Science Meeting, San Antonio 2002 168 175
34. H. Zhang, and F. Xing Fuzzy-multi-objective particle swarm optimization for time-cost-quality tradeoff in construction Automation in Construction 19 8 2010 1067 1075
35. A.N. Jiang, S.Y. Wang, and S.L. Tang Feedback analysis of tunnel construction using a hybrid arithmetic based on Support Vector Machine and particle swarm optimisation Automation in Construction 20 4 2011 482 489
36. I. Yang, and Y. Hsieh Reliability-based design optimization with discrete design variables and non-smooth performance functions: AB-PSO algorithm Automation in Construction 20 5 2011 610 619
37. C.C. Coello, and M.S. Lechuga MOPSO: a proposal for multiple objective particle swarm optimization Proceedings of Congress of Evolutionary Computation 2002 1051 1056
38. C.C. Coello, G. Pulido, and M.S. Lechuga Handling multiple objectives with particle swarm optimization IEEE Transactions on Evolutionary Computation 8 3 2004 256 279
39. V.L. Huang, P.N. Suganthan, and J.J. Liang Comprehensive learning particle swarm optimizer for solving multiobjective optimization problems International Journal of Intelligent Systems 21 2006 209 226
40. Y. Shi, and R.C. Eberhart Particle swarm optimization Proceedings of IEEE International Conference on Neural Networks 1998 69 73
41. K. Deb, and D.E. Goldberg An investigation of niche and species formation in genetic function optimization Proceedings of the 3rd International Conference on Genetic Algorithms 1989 42 50
42. I.M. Oliver, D.J. Smith, and J.R.C. Holland A study of permutation crossover operators on the traveling salesman problems Proceedings of the 2nd International Conference on Genetic Algorithms and Their Application 1987 Erlbaum Hillsdale, N. J. 227 230
43. L. Davis Applying adaptive algorithms to epistatic domains Proceedings of the 9th International Joint Conference on Artificial Intelligence 1985 Kaufmann San Francisco 161 163
44. H. Zhang, H. Li, and C.M. Tam Permutation-based particle swarm optimization for resource-constrained project scheduling Journal of Computing in Civil Engineering 2006 141 149
45. M. Reyes-Sierra, and C.A.C. Coello Multi-objective particle swarm optimizers: a survey of the state-of-the-art International Journal of Computational Intelligence Research 2 3 2006 287 308
46. C.W. Chen, and D.Y. Sha Heuristic approach for solving the multi-objective facility layout problem International Journal of Production Research 43 21 2005 4493 4507
47. J.D. Knowles, and D.W. Corne Approximating the nondominated front using the Pareto archived evolution strategy Evolution Computation 8 2000 149 172
48. S.M. Easa, and K.M.A. Hossain New mathematical optimization model for construction site layout Journal of Construction Engineering and Management 134 8 2008 653 662
49. E. Zitzler, K. Deb, and L. Thiele Comparison of multiobjective evolutionary algorithms: empirical results Evolutionary Computation 8 2 2000 195
50. F. Van den Bergh, and A.P. Engelbrecht A convergence proof for the particle swarm optimiser Fundamenta Informaticae 105 4 2010 341 374