Selecting earthmoving equipment fleets using genetic algorithms

Winter Simulation Conference Proceedings

Volumn 2, Issue , 2002, Pages 1789-1796

  Marzouk, Mohamed ^a   Moselhi, Osama ^a  

^a Dept of Electrical and Computer Engineering   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL METHODS; COMPUTER SIMULATION; FLEET OPERATIONS; GENETIC ALGORITHMS; OBJECT ORIENTED PROGRAMMING; PARAMETER ESTIMATION;

CONTROL PARAMETERS;

EARTHMOVING MACHINERY;

EID: 0036931349     PISSN: 02750708     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

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2. Goldberg, D.E. 1989. Genetic algorithms in search, optimization and machine learning. Reading, MA: Addison-Wesley.
3. Halhal, D., G. A. Walters, D. Ouazar, and D. A. Savic. 1997. Water network rehabilitation with structured messy genetic algorithm. Journal of Water Resources Planning and Management, ASCE 123(3): 137-146.
4. Holland, J. H. 1992. Genetic algorithms. Scientific American, July 1992: 66-72.
5. Kim, H., and H. Adeli. 2001. Discrete cost optimization of composite floors using a floating-point genetic algorithm. Journal of Engineering Optimization 33(4): 485-501.
6. Li, H., and P. Love. 1997. Using improved genetic algorithms to facilitate time-cost optimization. Journal of Construction Engineering and Management, ASCE 123(3): 233-237.
7. Marzouk, M. 2002. Optimizing earthmoving operations using computer simulation. Doctoral dissertation, De partment of Building, Civil, and Environmental Engi-neering, Concordia University, Montreal, Canada.
8. Marzouk, M., and O. Moselhi. 2000-a. Optimizing earthmoving operations using object-oriented simulation. In Proceeding of the 2000 Winter Simulation Conference, ed., J.A. Joines, R.R. Barton, K. Kang and P.A. Fishwick, 1926-1932. Institute of Electrical and Electronics Engineers, Piscataway, New Jersey.
9. Marzouk, M., and O. Moselhi. 2000-b. An object-oriented simulation model for earthmoving operations. Journal of Construction Engineering and Management, ASCE (in press).
10. Marzouk, M., and O. Moselhi. 2001-a. Simulation optimization for earthmoving operations using genetic algorithms. Construction Management and Economics Journal (in press).
11. Marzouk, M., and O. Moselhi. 2001-b. On the use of fuzzy clustering in construction simulation. In Proceeding of the 2001 Winter Simulation Conference, ed., B. A. Peters, J. S. Smith, D. J. Medeiros, and M. W. Rohrer, 1547-1555. Institute of Electrical and Electronics Engineers, Piscataway, New Jersey.