Hybrid genetic programming with local search operators for dynamic force identification

Journal of Computing in Civil Engineering

Volumn 21, Issue 5, 2007, Pages 311-320

  Yang, Yaowen ^a   Wang, Chao ^a   Soh, Chee Kiong ^a  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

Construction management; Hybrid methods; Optimization; Programming

Indexed keywords

ENCODING (SYMBOLS); GENETIC ALGORITHMS; OPTIMIZATION; SEARCH ENGINES;

CONSTRUCTION MANAGEMENT; DYNAMIC FORCE IDENTIFICATION; HYBRID METHODS; LINEAR BISECTION SEARCH;

GENETIC PROGRAMMING;

EID: 34547855933     PISSN: 08873801     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)0887-3801(2007)21:5(311)     Document Type: Article

References (22)

1. Bathe, K. J. (1982). Finite element procedures in engineering analysis, Prentice-Hall, Englewood Cliffs, N.J.
2. Chellapilla, K., Birru, H. K., and Rao, S. S. (1998). " Effectiveness of local search operators in EP.. " Proc., 3rd Annual Conf. on Genetic Programming, Kaufmann, San Francisco, 753-761.
3. Clough, R. W., and Penzien, J. (1993). Dynamics of structures, McGraw-Hill, New York.
4. Gen, M., and Cheng, R. (1997). Genetic algorithms and engineering design, Wiley, New York.
5. Goldberg, D. E. (1989). Genetic algorithms in search, optimization, and machine learning, Addison-Wesley, Reading, Mass.
6. Grefenstette, J. (1991). " Lamarckian learning in multi-agent environment.. " Proc., 4th Int. Conf. on Genetic Algorithms, R. Belew, and, L. Booker, eds., Kaufmann, San Mateo, Calif., 301-310.
7. Groetsch, C. W. (1993). Inverse problems in the mathematical sciences, Braunschweig, Vieweg, Germany.
8. Holland, J. (1975). Adaptation in natural and artificial systems, University of Michigan Press, Ann Arbor, Mich.
9. Hooke, R., and Jeeves, T. (1961). " Direct search solution of numerical and statistical problems.. " J. Assoc. Comput. Mach., 8 (2), 212-229.
10. Howard, L. M., and D'Angelo, D. J. (1995). " The GA-P: A genetic algorithm and genetic programming hybrid.. " IEEE Expert, Evolutionary Programming, 10 (3), 11-15.
11. Kennedy, S. (1993). " Five ways to a smarter genetic algorithm.. " AI Expert, 8 (12), 35-38.
12. Koza, J. R. (1992). Genetic programming: On the programming of computers by natural selection, MIT, Cambridge, Mass.
13. Li, Q. S., Zhang, Y. H., Wu, J. R., and Lin, J. H. (2004). " Seismic random vibration analysis of tall buildings.. " Eng. Struct., 26 (12), 1767-1778.
14. Niimi, A., and Tazaki, E. (2000). " Genetic programming combined with association rule algorithm for decision tree construction.. " Proc., 4th Int. Conf. on Knowledge-Based Intelligent Engineering Systems and Allied Technologies (IKES'2000), IEEE Press, Brighton, U.K., 746-749.
15. Sanchez, L. (2000). " Interval-valued GA-P algorithm.. " IEEE Trans. Evol. Comput., 4 (1), 64-72.
16. Soh, C. K., and Yang, Y. (2000). " Genetic programming-based approach for structural optimization.. " J. Comput. Civ. Eng., 14 (1), 31-37.
17. Starkey, J. M., and Merrill, G. L. (1989). " On the ill-conditioned nature of indirect force-measurement techniques.. " J. Model Analysis, 4 (3), 103-108.
18. Stelzner, A. D., Kammer, D. C., and Milenkovic, P. (2001). " A time domain method for estimating forces applied to an unrestrained structure.. " J. Vibr. Acoust., 123 (4), 524-532.
19. Stevens, K. K. (1987). " Force identification problems: An overview.. " Proc., SEM Spring Conf. on Experimental Mechanics, Houston, 838-844.
20. Yang, Y. W., and Soh, C. K. (2002). " Automated optimum design of structure using genetic programming.. " Comput. Struct., 80 (18-19), 1537-1546.
21. Yang, Y. W., Wang, C., and Soh, C. K. (2005). " Force identification of dynamic systems using genetic programming.. " Int. J. Numer. Methods Eng., 63 (9), 1288-1312.
22. Yang, Y. W., Xu, J. F., and Soh, C. K. (2006). " An evolutionary programming algorithm for continuous global optimization.. " Eur. J. Oper. Res., 168 (2), 354-369.