Knowledge interaction with genetic programming in mechatronic systems design using bond graphs

IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews

Volumn 35, Issue 2, 2005, Pages 172-182

  Wang, Jiachuan ^a   Fan, Zhun ^b   Terpenny, Janis P ^c   Goodman, Erik D ^d  

^a UNITED TECHNOLOGIES RESEARCH CENTER   (United States)

^b TECHNICAL UNIVERSITY OF DENMARK   (Denmark)

^c VIRGINIA POLYTECHNIC INSTITUTE AND STATE UNIVERSITY   (United States)

^d MICHIGAN STATE UNIVERSITY   (United States)

Author keywords

Bond graphs; Controller synthesis; Genetic programming; Knowledge interaction; Mechatronics; MEMS filter design

Indexed keywords

BANDPASS FILTERS; CONTROL SYSTEM SYNTHESIS; EVOLUTIONARY ALGORITHMS; GENETIC ALGORITHMS; GRAPH THEORY; KNOWLEDGE REPRESENTATION; MICROELECTROMECHANICAL DEVICES; SYSTEMS ANALYSIS;

BOND GRAPHS; GENETIC PROGRAMMING; KNOWLEDGE INTERACTION;

MECHATRONICS;

EID: 18544374721     PISSN: 10946977     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCC.2004.841915     Document Type: Article

References (37)

1. I. Kacem, S. Hammadi, and P. Borne, "Pareto-optimality approach for flexible job-shop scheduling problems: Hybridization of evolutionary algorithms and fuzzy logic," J. Math. Comput. Sim., vol. 60, pp. 245-276, Sep. 2002.
2. C. Wang, T. Hong, and S. Tseng, "Integrating fuzzy knowledge by genetic algorithms," IEEE Trans. Evol. Comput., vol. 2, no. 4, pp. 138-149, Nov. 1998.
3. Y. Jin and B. Sendhoff, "Knowledge incorporation into neural networks from fuzzy rules," Neural Process. Lett., vol. 10, no. 3, pp. 231-242, 1999.
4. J. J. Grefenstette, "Incorporating problem specific knowledge into genetic algorithms," in Genetic Algorithms and Simulated Annealing , L. D. Davis, Ed. San Mateo, CA: Morgan Kaufmann, 1987, pp. 42-60.
5. S. J. Louis, "Genetic learning for combinational logic design," in Proc. GECOO - Approximation and Learning in Evolutionary Computation Workshop, 2002, pp. 21-26.
6. Y. Jin and B. Sendhoff, "Fuzzy preference incorporation into evolutionary multi-objective optimization," in Proc. 4th Asia-Pacific Conf. Simulated Evolution and Learning, vol. 1, Singapore, Nov. 2002, pp. 26-30.
7. D. Cvetkovic and I. C. Parmee, "Preferences and their application in evolutionary multiobjective optimization," IEEE Trans. Evol. Comput. , vol. 6, no. 1, pp. 42-57, Feb. 2002.
8. J. Wang and J. P. Terpenny, "Interactive evolutionary solution synthesis in fuzzy set-based preliminary engineering design," J. Intell. Manufact., vol. 14, no. 2, pp. 153-167, 2003.
9. I. Pérez, C. A. C. Coello, and A. H. Aguirre, "Extracting and re-using design patterns from genetic algorithms using case-based reasoning," in Genetic and Evolutionary Computation (GECCO) Workshop Program, 2002, pp. 27-30.
10. H. Takagi, "Interactive evolutionary computation: Fusion of the capacities of EC optimization and human evaluation," Proc. IEEE, vol. 89, no. 9, pp. 1275-1296, Sep. 2001.
11. J. J. McPhee, "On the use of linear graph theory in multibody system dynamics," Nonlin. Dynam., vol. 9, pp. 73-90, 1996.
12. P. J. Angeline, "Genetic programming and emergent intelligence," in Advances in Genetic Programming, K. E. Kinnear, Jr., Ed. Cambridge, MA: MIT Press, 1994.
13. "Computational synthesis: From basic building blocks to high level functionality," in AAAI Symp., H. Lipson, E. K. Antonsson, and J. R. Koza, Eds., Stanford, CA, Mar. 2003.
14. E. D. Goodman, K. Seo, R. C. Rosenberg, Z. Fan, J. Hu, and B. Zhang, "Automated design methodology for mechatronic systems using bond graphs and genetic programming," in 2002 NSF Design, Service and Manufacturing Grantees and Research Conf., San Juan, PR, Jan. 2002, pp. 206-221.
15. Z. Fan, K. Seo, J. Hu, R. C. Rosenberg, and E. D. Goodman, "System-level synthesis of MEMS via genetic programming and bond graphs," in Proc. Genetic and Evolutionary Computing Conf., Chicago, IL, Jul. 2003, pp. 2058-2071.
16. J. Wang and J. P. Terpenny, "Integrated active and passive mechatronic system design using bond graphs and genetic programming," in Late Breaking Paper, Genetic and Evolutionary Computation (GECCO) Conf., Chicago, IL, Jul. 2003, pp. 322-329.
17. N. Kyura and H. Oho, "Mechatronics - An industrial perspective," IEEE/ASME Trans. Mechatronics, vol. 1, no. 1, pp. 10-15, Mar. 1996.
18. The Mechatronics Handbook, R. H. Bishop, Ed., CRC Press, Boca Raton, FL, 2003. R. Isermann, "Mechatronic Design Approach".
19. W. W. Harman and D. W. Lytle, Electrical and Mechanical Networks. New York: McGraw-Hill, 1962.
20. R. W. Newcomb, Linear Multiport Synthesis. New York: McGraw-Hill, 1966.
21. D. C. Karnopp, D. L. Margolis, and R. C. Rosenberg, System Dynamics: A Unified Approach, 3rd ed. New York: Wiley, 2000.
22. J. F. Broenink, Introduction to Physical Systems Modeling with Bond Graphs, May 20, 1999. [Online]. Available:.
23. S. Finger and J. R. Rinderle, "A transformational approach to mechanical design using a bond graph grammar," in ASME 1989 Design Theory and Methodology Conf., Montreal, QC, Canada, 1989.
24. K. Ulrich and W. Seering, "Synthesis of schematic descriptions in mechanical design," Res. Eng. Design, vol. 1, pp. 3-18, 1989.
25. B. H. Wilson and B. Eryilmaz, "Using bond graphs to synthesize tree-structured transfer functions: Improved frequency-domain analysis of uncertain systems," J. Franklin Inst., vol. 335B, no. 8, pp. 1443-1465, 1998.
26. A. Sharon, N. Hogan, and D. E. Hardt, "Controller design in the physical domain," J. The Franklin Inst., vol. 328, no. 5/6, pp. 697-721, 1991.
27. N. Hogan,"Impedance control: An approach to manipulation," in ASME J. Dynamic Syst., Meas., Contr., vol. 107, 1985, pp. 1-24.
28. A. Preumont, Vibration Control of Active Structures. Norwell, MA: Kluwer, 2002.
29. C. Gagné and M. Parizeau, "Open BEAGLE: A new versatile C++ framework for evolutionary computations," in 2002 Genetic and Evolutionary Computation (GECCO) Conf. Late-Breaking Papers, New York, Jul. 2002, pp. 161-168.
30. M. C. Smith and G. W. Walker, "Performance limitations and constraints for active and passive suspensions: A mechanical multi-port approach," Vehicle Syst. Dynam., vol. 33, pp. 137-168, 2000.
31. M. C. Smith, "Achievable dynamic response for automotive active suspension," Vehicle Syst. Dynam., vol. 24, pp. 1-33, 1995.
32. J. R. Koza, Genetic Programming II. Cambridge, MA: MIT Pss, 1994.
33. K. F. Gary, "Structured design methodology for MEMS," in Position Paper for Structured Design Methods for MEMS Final Report, A Workshop Sponsored by the National Science Foundation, E. K. Antonsson, Ed. Pasadena, CA: California Inst. Technol., 1996.
34. Y. Zhou, "Layout Synthesis of Accelerometers," Thesis for Master of Science, Dept. Elect. and Comput. Eng., Carnegie Mellon Univ., Pittsburgh, PA, 1998.
35. N. Zhou, B. Zhu, A. Agogino, and K. Pister, "Evolutionary synthesis of MEMS design," in ANNIE 2001 - IEEE Neural Networks Council and Smart Engineering System Design Conf., vol. 4, St. Louis, MO, 2001, pp. 197-202.
36. K. Wang and C. T. C. Nguyen, "High-order medium frequency micromechanical electronic filters," J. Microelectromech. Syst., vol. 8, no. 4, pp. 534-556, 1999.
37. D. L. Santos and J. Hector, Introduction to Microelectromechanical (MEM) Microwave Systems, ser. Microelectromechanical System. Boston, MA: Artech House, 1999.