Quantum-behaved particle swarm optimization with ring topology and its application in estimating temperature-dependent thermal conductivity

Numerical Heat Transfer, Part B: Fundamentals

Volumn 60, Issue 2, 2011, Pages 73-95

  Tian, Na ^a,b   Sun, Jun ^a   Xu, Wenbo ^a   Lai, Choi Hong ^b  

^a JIANGNAN UNIVERSITY   (China)

^b UNIVERSITY OF GREENWICH   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

BOUNDARY MEASUREMENTS; FUNCTION ESTIMATION; FUNCTIONAL FORMS; ILL-POSEDNESS; INTELLIGENT ALGORITHMS; INVERSE CALCULATION; NUMERICAL RESULTS; PRIORI INFORMATION; QUANTUM-BEHAVED PARTICLE SWARM OPTIMIZATION; RING TOPOLOGY; TEMPERATURE-DEPENDENT THERMAL CONDUCTIVITY; TIKHONOV REGULARIZATION METHOD; TRANSIENT HEAT CONDUCTION;

ALGORITHMS; ESTIMATION; INVERSE PROBLEMS; NUMERICAL METHODS; THERMAL CONDUCTIVITY; TOPOLOGY;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 79961049648     PISSN: 10407790     EISSN: 15210626     Source Type: Journal    
DOI: 10.1080/10407790.2011.594392     Document Type: Article

References (36)

1. O. M. Alifanov, Inverse Heat Transfer Problems, Springer, Berlin, 1994.
2. J. V. Beck, B. Blackwell, and C. R. St-Clair, Jr., Inverse Heat Conduction: Ill-Posed Problems, Wiley-Interscience, New York, 1985.
3. C. H. Huang, J. Y. Yan, and H. T. Chen, Function Estimation in Predicting Temperature-Dependent Thermal Conductivity without Internal Measurements, AIAA J. Thermophys. Heat Transfer, vol. 9, pp. 667-673, 1995.
4. C. H. Huang and M. N. Ozisik, Conjugate Gradient Method for Determining Unknown Contact Conductance during Metal Casting, Int. J. Heat Mass Transfer, vol. 35, pp. 1779-1786, 1992. (Pubitemid 23558663)
5. C. H. Huang and J. Y. Yan, An Inverse Problem in Predicting Temperature Dependent Heat Capacity per Unit Volume without Internal Measurements, Int. J. Numer. Meth. Eng., vol. 39, pp. 606-618, 1996.
6. C. H. Huang and J. Y. Yan, An Inverse Problem in Simultaneously Measuring Temperature Dependent Thermal Conductivity and Heat Capacity, Int. J. Heat Mass Transfer, vol. 18, pp. 3433-3441, 1995.
7. C. H. Huang and S. C. Chin, A Two-Dimensional Inverse Problem in Imaging the Thermal Conductivity of a Non-homogeneous Medium, Int. J. Heat Mass Transfer, vol. 43, pp. 4061-4071, 2000.
8. P. Terrola, A Method to Determine the Thermal Conductivity from Measured Temperature Profiles, Int. J. Heat Mass Transfer, vol. 32, pp. 1425-1430, 1989.
9. S. Kim, M. C. Kim, and K. Y. Kim, Non-iterative Estimation of Temperature-Dependent Thermal Conductivity without Internal Measurements, Int. J. Heat Mass Transfer, vol. 46, pp. 1801-1810, 2003. (Pubitemid 36270376)
10. W. K. Yeung and T. T. Lam, Second-Order Finite Difference Approximation for Inverse Determination of Thermal Conductivity, Int. J. Heat Mass Transfer, vol. 39, pp. 3685-3693, 1996. (Pubitemid 126379179)
11. C. L. Chang and M. Chang, Non-iterative Estimation of Thermal Conductivity Using Finite Volume Method, Int. Commun. Heat Mass Transfer, vol. 33, pp. 1013-1020, 2006. (Pubitemid 44502009)
12. C. L. Chang and M. Chang, Inverse Estimation of the Thermal Conductivity in a One-Dimensional Domain by Taylor Series Approach, Heat Transfer Eng., vol. 29, pp. 830-838, 2008.
13. C. Y. Yang, Estimation of the Temperature-Dependent Thermal Conductivity in Inverse Heat Conduction Problems, Appl. Math. Model., vol. 23, pp. 469-478, 1999.
14. M. Raudensky, K. A. Woodbury, J. Kral, and T. Brezina, Genetic Algorithm in Solution of Inverse Heat Conduction Problems, Numer. Heat Transfer B, vol. 28, pp. 293-306, 1995.
15. B. Czel and G. Grof, Genetic Algorithm-Based Method for Determination of Temperature-Dependent Thermo-physical Properties, Int. J. Thermophys., vol. 30, pp. 1975-1991, 2009.
16. A. Imani, A. A. Ranjbar, and M. Esmkhani, Simultaneous Estimation of Temperature-Dependent Thermal Conductivity and Heat Capacity Based on Modified Genetic Algorithm, Inverse Prob. Sci. Eng., vol. 14, pp. 767-783, 2006. (Pubitemid 44769215)
17. S. Garcia and E. P. Scott, Use of Genetic Algorithms in Thermal Property Estimation: Part I-Experimental Design Optimization, Numer. Heat Transfer A, vol. 33, pp. 135-147, 1998. (Pubitemid 128620538)
18. S. Garcia, J. Guynn, and E. P. Scott, Use of Genetic Algorithms in Thermal Property Estimation: Part II-Simultaneous Estimation of Thermal Properties, Numer. Heat Transfer A, vol. 33, pp. 149-168, 1998. (Pubitemid 128620539)
19. M. Raudensky, J. Horsky, J. Krejsa, and L. Slama, Usage of Artificial Intelligence Methods in Inverse Problems for Estimation of Material Parameters, Int. J. Numer. Meth. Heat Fluid Flow, vol. 6, pp. 19-29, 1996. (Pubitemid 126522834)
20. J. Sun, B. Feng, and W. B. Xu, Particle Swarm Optimization with Particles Having Quantum Behaviour, Proc. Cong. Evolution. Comput, vol. 1, pp. 325-331, Portland, OR, 2004.
21. J. Sun, W. B. Xu, and B. Feng, A Global Search Strategy of Quantum-Behaved Particle Swarm Optimization, Proc. IEEE Conf. on Cybernetics and Intelligent Systems, Singapore, vol. 1, pp. 111-116, 2004. (Pubitemid 40062286)
22. J. Sun, W. B. Xu, and B. Feng, Adaptive Parameter Control for Quantum-Behaved Particle Swarm Optimization on Individual Level, Proc. IEEE Int. Conf. on Systems, Man and Cybernetics, vol. 4, pp. 3049-3054, Piscataway, NJ, 2005.
23. J. Kennedy, and R. C. Eberhart, Particle Swarm Optimization, Proc. IEEE Int. Conf. Neural Networks, vol. 4, pp. 1942-1948, Perth, Australia, 1995.
24. Y. Shi, and R. C. Eberthart, Empirical Study of Particle Swarm Optimization, Proc. IEEE Cong. Evolutionary Computation, vol. 3, pp. 1945-1950, IEEE Press, Piscataway, NJ, 2000.
25. R. C. Eberhart and Y. Shi, Comparison between Genetic Algorithm and Particle Swarm Optimization, in Evolutionary Programming VII, Lecture Notes in Computer Science 1447, pp. 611-616, Springer, Berlin, 1998.
26. D. Bratton, and J. Kennedy, Defining a Standard for Particle Swarm Optimization, Proc. IEEE Swarm Intelligence Symposium 2007, pp. 120-127, Honolulu, Hawaii, 2007. (Pubitemid 47431829)
27. V. A. Morozov, On the Solution of Functional Equations by the Method of Regularization, Soviet Math. Dokl., vol. 7, pp. 414-417, 1996.
28. P. C. Hansen, The L-curve and Its Use in the Numerical Treatment of Inverse Problems, in Computational Inverse Problem in Electrocardiology, pp. 119-142, WIT Press, Holland, 2001.
29. P. C. Hansen and D. P. O'Leary, The Use of the L-curve in the Regularization of Discrete Ill-Posed Problems, SIAM J. Sci. Comput., vol. 14, pp. 1487-1503, 1993.
30. P. C. Hansen, Analysis of Discrete Ill-Posed Problems by Means of the L-curve, SIAM Rev., vol. 34, pp. 561-580, 1992.
31. R. C. Eberhart, Y. Shi, and J. Kennedy, Swarm Intelligence, Morgan Kaufmann Series in Evolutionary Computation, Morgan Kaufmann, San Francisco, CA, 2001.
32. M. Clerc, The Swarm, and the Queen: Towards a Deterministic, and Adaptive Particle Swarm Optimization, Proc. Cong. on Evolutionary Computation, pp. 1951-1957, Washington, DC, 1999.
33. F. Van den Bergh, An Analysis of Particle Swarm Optimizers, Ph.D. thesis, University of Pretoria, South Africa, 2001.
34. M. Clerc and J. Kennedy, The Particle Swarm: Explosion, Stability, and Convergence in a Multi-dimensional Complex Space, IEEE Trans. Evolutionary Comput., vol. 6, pp. 58-73, 2002. (Pubitemid 34404564)
35. O. Cortes, G. Urquiza, and J. A. Hernandez, Inverse Heat Transfer Using Levenberg-Marquardt and Particle Swarm Optimization Methods for Heat Source Estimation, Appl. Mech. Mater., vol. 15, pp. 35-40, 2009.
36. V. C. Mariani, V. J. Neckel, and R. B. Grebogi, Cauchy Particle Swarm Optimization with Dynamic Adaption Applied to Inverse Heat Transfer Problem, IEEE Int. Conf. Systems Man and Cybernetics, Istanbul, pp. 3730-3734, 2010.