Bat algorithm for topology optimization in microelectronic applications

1st International Conference on Future Generation Communication Technologies, FGCT 2012

Volumn , Issue , 2012, Pages 150-155

  Yang, Xin She ^a   Karamanoglu, Mehmet ^a   Fong, Simon ^b  

^a MIDDLESEX UNIVERSITY   (United Kingdom)

^b UNIVERSITY OF MACAU   (Macao)

Author keywords

Bat algorithm; inverse problem; metaheuristics; optimization algorithm; topology optimization

Indexed keywords

BAT ALGORITHMS; GEOMETRICAL CONFIGURATIONS; META HEURISTICS; MICROELECTRONIC APPLICATIONS; NON-LINEAR OPTIMIZATION PROBLEMS; NONLINEAR GLOBAL OPTIMIZATION; OPTIMIZATION ALGORITHMS; TOPOLOGICAL CHARACTERISTICS;

ALGORITHMS; COMMUNICATION; DESIGN; GLOBAL OPTIMIZATION; INVERSE PROBLEMS; MICROELECTRONICS; SHAPE OPTIMIZATION;

PROBLEM SOLVING;

EID: 84876070911     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FGCT.2012.6476566     Document Type: Conference Paper

References (22)

1. M. P. Bendsøe, Optimization of Structural Topology, Shape and Material, Springer, (1995).
2. M. P. Bendsøe and O. Sigmund, Topology Optimization: Theory, Methods and Applications, Springer, Berlin, (2003).
3. L. C. Cagnina, S. C. Esquivel, and C. A. Coello, Solving engineering optimization problems with the simple constrained particle swarm optimizer, Informatica, 32, 319-326 (2008).
4. R. C. Eberhart and Y. Shi, Y., Comparing inertia weigthts and constriction factors in particle swarm optimization. Proceedings of the IEEE Congress on Evolutionary Computation (CEC 2000), San Diego, CA. pp. 84-88 (2000).
5. A. Evgrafov, K. Maute, R. G. Yang and M. L. Dunn, Topology optimization for nano-scale heat transfer, Int. J. Num. Methods in Engrg., 77 (2), 285-300 (2009).
6. A. H. Gandomi, X. S. Yang and A. H. Alavi, Cuckoo search algorithm: a metaheuristic approach to solve structural optimization problems, Engineering with Computers, 27, article DOI 10.1007/s00366-011-0241-y, (2011).
7. S. A. Greenhalgh, B. Zhou, and A. Green, Solutions, algorithms and inter-relations for local minimization search geophysical inversion, J. Geophys. Eng., 3, 101-113 (2006).
8. C. L. Kar, I. Yakushin, K. Nicolosi, Solving inverse initial-value, boundary-value problems via genetic algorithms, Engineering Applications of Artificial Intelligence, 13, 625-633 (2000).
9. J. Kennedy and R. C. Eberhart, Particle swarm optimization, in: Proc. of IEEE International Conference on Neural Networks, Piscataway, NJ. pp. 1942-1948 (1995).
10. J. Kennedy, R. C. Eberhart and Y. Shi, Swarm intelligence San Francisco: Morgan Kaufmann Publishers, (2011).
11. M. Sambridge, Geophysical inversion with a neighbourhood algorithm - I. Search a parameter space, Geophys. J. Int., 138, 479-494 (1999).
12. M. Sambridge and K. Mosegaard, Monte Carlo methods in geophysical inverse problems, Reviews of Geophysics, 40, 3-1-29 (2002).
13. J. A. Scales, M. L. Smith, and S. Treitel, Introductory Geophysical Inverse Theory, Samizdat Press, (2001).
14. O. Sigmund, A 99 line topology optimization code written in Matlab, Structural and Multidisciplinary Optimization, 21(2), 120-127 (2001).
15. E. G. Talbi, Metaheuristics: From Design to Implementation, John Wiley & Sons, (2009).
16. X. S. Yang, Modelling heat transfer of carbon nanotubes, Modelling Simul. Mater. Sci. Eng., 13, 893-902 (2005).
17. X. S. Yang, Nature-Inspired Metaheuristic Algorithms, Lunver Press, UK, (2008).
18. X. S. Yang, Engineering Optimization: An Introduction with Metaheuristic Applications, John Wiley and Sons, USA (2010).
19. X. S. Yang, A new metaheuristic bat-inspired algorithm, in: Nature Inspired Cooperative Strategies for Optimization (NICSO 2010) (Eds. J. R. Gonzalez et al.), Springer, SCI Vol. 284, 65-74 (2010).
20. X. S. Yang and S. Deb, Cuckoo search via Lévy flights, in: Proc. of World Congress on Nature & Biologically Inspired Computing (NaBic 2009), IEEE Publications, USA, pp. 210-214 (2009).
21. X. S. Yang and S. Deb, Engineering optimization by cuckoo search, Int. J. Math. Modelling Num. Optimisation, 1(4), 330-343 (2010).
22. V. V. Zhirnov, R. K. Cavin, J. A. Hutchby, G. I. Bourianoff, Limits to binary logic switch scaling - a gedanken model, Proc. of the IEEE, 91(11), 1934-1939 (2003).