A comparison of genetic and particle swarm optimization for contact formation in high-performance silicon solar cells

Proceedings of the International Joint Conference on Neural Networks

Volumn , Issue , 2008, Pages 1531-1535

  Kim, Hyun Soo ^a   Morris, Bryan G ^b   Han, Seung Soo ^a   May, Gary S ^b  

^a Myong Ji University   (South Korea)

^b GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CELLS; CYTOLOGY; DIESEL ENGINES; GENETIC ALGORITHMS; OPTIMIZATION; PARTICLE SWARM OPTIMIZATION (PSO); PHOTOVOLTAIC CELLS; PROCESS ENGINEERING; SEMICONDUCTOR MATERIALS; SILICON; SILICON SOLAR CELLS; SOLAR CELLS; SOLAR ENERGY; SOLAR EQUIPMENT;

BACK-PROPAGATION ALGORITHMS; CELL EFFICIENCIES; CENTRAL COMPOSITE DESIGNS; CONTACT FORMATIONS; INPUT FACTORS; OPTIMAL PROCESSES; PARTICLE SWARMS; PROCESS CONDITIONS; REPEATED APPLICATIONS; SOLAR CELL EFFICIENCIES; STANDARD DEVIATIONS; STATISTICAL EXPERIMENTAL DESIGNS;

NEURAL NETWORKS;

EID: 56349160727     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2008.4633999     Document Type: Conference Paper

References (9)

1. Martin A. Green, Andrew W. Blakers, Jiqun Shi, Erik M. Keller, and Stuart R. Wenham : "High-Efficiency Silicon Solar Cells," IEEE Transactions on Electron Devices, Vol. ED-31, No. 5, May 1984
2. A. Rohatgi, Z. Chen, P. Doshi, and T. Pham : "High-efficiency silicon solair cells by rapid thermal processing," Appl. Phys. Lett. 65 (16), 17 October 1994
3. Johan F. Nijs, Jozef Szlufcik, Jozef Poortmans, S. Sivoththaman, and Robert P. Mertens : "Advanced Manufacturing Concepts for Crystalline Silicon Solar Cells," IEEE Transactions on Electron Devices, Vol. 46, No. 10, October 1999
4. Sung-Joon Lee, A. Pandey, Dong-Seop Kim, A. Rohatgi, Gary S. May, Sang-Jeen Hong, and Seung-Soo Han : "Characterization and Optimization of the Contact Formarion for High-Performance Silicon Solar Cells," Lecture Notes in Computer Science, Vol. 4493, 2007, pp. 246-251
5. B. Kim and G. May : "An Optimal Neural Network Process Model for Plasma Etching," IEEE Trans. Semi. Manufac, vol. 7, pp. 12-21, Feb., 1994.
6. th Ann. Multi-Conf. Systemics, Cybernetics Informatics 5, 356-370 (2004).
7. D. E. Goldberg : "Genetic Algorithms in Search, Optimization & Machine Learning," Addison Wesley, 1989
8. J. F. Frenzel: "Genetic Algorithms," IEEE Potentials, pp. 21-24, Oct. 1993
9. J. Kennedy, R. Eberhart. "Particle swarm optimization," Proc. IEEE Int. Conf. on Neural Networks, pp. 1942-1948, 1995