Particle swarm optimization and evolutionary methods for plasmonic biomedical applications

2011 IEEE Congress of Evolutionary Computation, CEC 2011

Volumn , Issue , 2011, Pages 2315-2320

  Kessentini, Sameh ^a   Barchiesi, Dominique ^a   Grosges, Thomas ^a   De La Chapelle, Marc Lamy ^b  

^a UNIVERSITÉ DE TECHNOLOGIE DE TROYES   (France)

^b UNIVERSITÉ PARIS 13   (France)

Author keywords

biomedical; evolutionary method; multimodal; partcile swarm optimization

Indexed keywords

BIOMEDICAL; BIOMEDICAL APPLICATIONS; COMPARATIVE STUDIES; EVOLUTIONARY METHOD; HOLLOW NANOSPHERES; INTERDISCIPLINARY FIELDS; MEDICINE APPLICATION; MULTI-MODAL; OPTIMIZATION METHOD; PHOTOTHERMAL THERAPY; PLASMONIC; PLASMONICS; PSO ALGORITHMS; SWARM OPTIMIZATION;

ALGORITHMS; BIOSENSORS; COMPETITION; DESIGN; MEDICAL APPLICATIONS; PLASMONS; SURFACE PLASMON RESONANCE;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 80052000609     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2011.5949903     Document Type: Conference Paper

References (24)

1. X. Hoaa, A. Kirk, and M. Tabrizian, "Towards integrated and sensitive surface plasmon resonance biosensors: A review of recent progress", Biosensors and Bioelectronics, vol. 23, pp. 151-160, 2007. (Pubitemid 47391575)
2. H. Neff, W. Zong, A. Lima, M. Borre, and G. Holzhuter, "Optical properties and instrumental performance of thin gold films near the surface plasmon resonance", Thin Solid Films, vol. 496, pp. 688-697, 2006. (Pubitemid 41691040)
3. K. J. Prashant, K. S. Lee, I. H. El-Sayed, and M. A. El-Sayed, "Calculated absorption and scattering properties of gold nanoparticles of different size, shape and composition: application in biological imaging and biomedicine", Journal of Physical Chemistry B, vol. 110, pp. 7238-7248, 2006.
4. N. Harris, M. J. Ford, P. Mulvaney, and M. B. Cortie, "Tunable infrared absorption by metal nanoparticles: the case of gold rods and shells", Gold Bulletin, vol. 41, 2008.
5. S. Kessentini, D. Barchiesi, T. Grosges, L. Giraud-Moreau, and M. L. de la Chapelle, "Adaptive non-uniform particle swarm optimizetion: application to plasmonic design", International Journal of Applied Metaheuristic Computing, Special Issue on: Metaheuristics and Their Applications to industrial Engineering, vol. 2, pp. 18-28, 2011.
6. D. Barchiesi, "Adaptive non-uniform, hyper-ellitist evolutionary method for the optimization of plasmonic biosensors", in Proc. International Conference on Computers and Industrial Engineering (CIE'09), Troyes, France, 2009, pp. 542-547.
7. J. Kennedy and R. Eberhart, "Particle swarm optimization", in Proc. IEEE International Conference on Neural Networks, Perth, Austarlia, 1995, pp. 1942-1948.
8. Z.-H. Zhan, J. Zhang, Y. Li, and H. S.-H. Chung, "Adaptive particle swarm optimization", IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 39, pp. 1362-1381, Dec. 2009.
9. H. Schwefel, Evolution and Optimum Seeking. New York: John Wiley & Sons Inc., 1995.
10. D. Macias, A. Vial, and D. Barchiesi, "Application of evolution strategies for the solution of an inverse problem in near-field optics", Journal of the Optical Society of America (OSA) A, vol. 21, pp. 1465-1471, 2004.
11. A. Carlisle and G. Dozier, "An off-the-shelf pso", in Proc. Particle Swarm Optimization Workshop, Indianapolis, Indiana, 2001, pp. 1-6.
12. Y. Shi and R. C. Eberhart, "A modified particle swarm optimizer", in Proc. IEEE Congress on Evolutionary Computation (CEC'98), Anchorage, AK, May 1998, pp. 69-73.
13. S. Kessentini and D. Barchiesi, "A new strategy to improve particle swarm optimization exploration ability", in Proc. Second Global world Congress on Intelligent Systems (GCIS'10), Wuhan, China, Dec. 2010, pp. 27-30.
14. X. Zhao, X. S. Cao, and Z. C. Hu, "Evolutionary programming based on non-uniform mutation", Applied Mathematics and Computation, vol. 192, pp. 1-10, 2007.
15. E. Kretschman and H. Raether, "Radiative decay of nonradiative surface plasmons excited by light", Zeitung Naturforsch. A, vol. 23, pp. 2135-2136, 1968.
16. P. Lecaruyer, M. Canva, and J. Rolland, "Metallic film optimization in a surface plasmon resonance biosensor by the extended rouard method", Applied Optics, vol. 46, pp. 2361-2369, 2006.
17. R. Fikri, T. Grosges, and D. Barchiesi, "Apertureless scanning nearfield optical microscopy: Numerical modeling of the lock-in detection", Optics Communications, vol. 232, pp. 15-23, 2004.
18. D. Barchiesi, D. Macias, L. Belmar-Letellier, D. van Labeke, M. L. de la Chapelle, T. Toury, E. Kremer, L. Moreau, and T. Grosges, "Plasmonic influence of intermidiate (or stick) layer on the efficiency of sensor", Applied Physics B: Lasers and Optics, vol. 93, pp. 177-181, 2008.
19. C. Liu, C. C. Mi, and B. Q. Li, "Energy absorption of gold nanoshells in hyperthermia therapy", IEEE Transactions on Nanobioscience, vol. 7, pp. 206-214, 2008.
20. J. Z. Zhang, "Biomedical application of shape-controlled palasmonic nanostructure: a case study of hollow gold nanospheres for photothermal ablation therapy of cancer", Journal of Physical Chemistry Letters, vol. 1, pp. 686-695, 2010.
21. M. S. Adam and J. Z. Zhang, "Novel optical properties and emerging applications of metal nanostructures", Journal of Physical Chemistry C, vol. 112, pp. 10323-10337, 2008.
22. M. S. Adam, T. Y. Olson, C. E. Talley, and J. Z. Zhang, "Synthesis, characterization, and tunable optical properties of hollow gold nanospheres", Journal of Physical Chemistry B, vol. 110, pp. 19935-19944, 2006. (Pubitemid 44626355)
23. C. F. Bohren and D. R. Huffman, Absorption and scattering of light by small particles. New York: Wiley-Interscience, 1998.
24. F. A. Duck, Physical properties of tissue: A comprehensive reference Book. London: San Diego Academic Press, 1990.