Fuzzy logic integrated genetic programming for optimization and design

Journal of Computing in Civil Engineering

Volumn 14, Issue 4, 2000, Pages 249-254

  Yang, Yaowen ^a   Soh, Chee Kiong ^a  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

DECISION MAKING; FUZZY SETS; GENETIC ALGORITHMS; ITERATIVE METHODS; OPTIMIZATION;

GENETIC PROGRAMMING (GP); STRUCTURAL OPTIMIZATION;

STRUCTURAL DESIGN;

EID: 0034298331     PISSN: 08873801     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)0887-3801(2000)14:4(249)     Document Type: Article

References (21)

1. Angeline, P. J., and Kinnear, K. E., Jr., eds. (1996). Advances in genetic programming II, MIT Press, Cambridge, Mass.
2. Banzhaf, W., Nordin, P., Keller, R. E., and Francone, F. D. (1998). Genetic programming: An introduction: On the automatic evolution of computer programs and its applications. Morgan Kaufmann Publishers Inc., San Francisco.
3. Dhingra, A. K., Rao, S. S., and Kumar, V. (1990). "Nonlinear membership functions in multiobjective fuzzy optimization of mechanical and structural systems." AIAA J., 30(1), 251-260.
4. Goldberg, D. E. (1989). Genetic algorithms in search, optimization and machine learning, Addison-Wesley, Reading, Mass.
5. Hajela, P., and Lee, E. (1995). "Genetic algorithms in truss topological optimization." Int. J. Solids and Struct., 32(22), 3341-3357.
6. Jenkins, W. M. (1992). "Plane frame optimum design environment based on genetic algorithm." J. Struct. Engrg., ASCE, 118(11), 3103-3112.
7. Kinnear, K. E., Jr., ed. (1994). Advances in genetic programming, MIT Press, Cambridge, Mass.
8. Koza, J. R. (1992). Genetic programming: On the programming of computers by means of natural selection, MIT Press, Cambridge, Mass.
9. Koza, J. R., et al., eds. (1997). Proc., 2nd Annu. Conf., Genetic Programming 1997, Morgan Kaufmann Publishers, Inc., San Francisco.
10. Koza, J. R., et al., eds. (1998). Proc., 3rd Annu. Conf., Genetic Programming 1998, Morgan Kaufmann Publishers Inc., San Francisco.
11. Koza, J. R., Goldberg, D. E., Fogel, D. B., and Riolo, R. L., eds. (1996). Proc., 1st Annu. Conf., Genetic Programming 1996, MIT Press, Cambridge, Mass.
12. Kruse, R., Gebhardt, J., and Klawonn, F. (1994). Foundations of fuzzy systems, Wiley, Chichester, U.K.
13. Lee, M. A., and Takagi, H. (1993). "Dynamic control of genetic algorithms using fuzzy logic techniques." Proc., 5th Int. Conf. on Genetic Algorithm, Morgan Kaufmann Publishers Inc., San Francisco, 76-83.
14. Manual of steel construction: Allowable stress design. (1989). 9th Ed., American Institute of Steel Construction, Chicago.
15. Rao, S. S. (1987). "Optimum design of structures in a fuzzy environment." AIAA J., 25(12), 1633-1636.
16. Rao, S. S., Sundararaju, K., Prakash, B. G., and Balakrishna, C. (1990). "Fuzzy goal programming approach for structural optimization." AIAA J., 30(5), 1425-1432.
17. Shrestha, S. M., and Ghaboussi, J. (1998). "Evolution of optimum shapes using genetic algorithm." J. Struct. Engrg., ASCE, 124(11), 1331-1338.
18. Soh, C. K., and Yang, J. P. (1996). "Fuzzy controlled genetic algorithm search for shape optimization." J. Comp. in Civ. Engrg., ASCE, 10(2), 143-150.
19. Soh, C. K., and Yang, Y. W. (2000). "Genetic programming based approach for structural optimization." J. Comp. in Civ. Engrg., ASCE, 14(1), 31-37.
20. Wang, G. Y., and Wang, W. Q. (1985). "Fuzzy optimum design of structures." Engrg. Optimization, Reading, U.K., 8(4), 291-300.
21. Zadeh, L. A. (1987). Fuzzy sets and applications, Wiley, New York.