Model development for lattice properties of gallium arsenide using parallel genetic algorithm

2011 IEEE Congress of Evolutionary Computation, CEC 2011

Volumn , Issue , 2011, Pages 2429-2435

  Salmani Jelodar, Mehdi ^a   Steiger, Sebastian ^a   Paul, Abhijeet ^a   Klimeck, Gerhard ^a  

^a PURDUE UNIVERSITY   (United States)

Author keywords

elastic constants; GaAs; gallium arsenide; parallel genetic algorithm; phonon dispersion; sound velocity; valence force field model

Indexed keywords

GAAS; PARALLEL GENETIC ALGORITHMS; PHONON DISPERSION; SOUND VELOCITIES; VALENCE-FORCE FIELD MODEL;

ACOUSTIC DISPERSION; ACOUSTIC VARIABLES MEASUREMENT; ACOUSTIC WAVE VELOCITY; DISPERSIONS; ELASTIC CONSTANTS; GALLIUM ALLOYS; GENETIC ALGORITHMS; OPTIMIZATION; PHONONS; SEMICONDUCTING GALLIUM; STRAIN MEASUREMENT;

GALLIUM ARSENIDE;

EID: 80051985465     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2011.5949918     Document Type: Conference Paper

References (22)

1. T. B. Boykin, M. Luisier, M. Salmani-Jelodar, and G. Klimeck, "Straininduced, off-diagonal, same-atom parameters in empirical tight-binding theory suitable for [110] uniaxial strain applied to a silicon parameterization", Physical Review B, vol. 81, pp. 125202 (2010).
2. G. Klimeck, R. C. Bowen, T. B. Boykinb, C. Salazar-Lazaro, T. A. Cwik and A. Stoica "Si tight-binding parameters from genetic algorithm fitting", Superlattice and Microstructures, vol. 27, pp. 77-88, Feb. 2000.
3. rd ed., 2003.
4. P. N. Keating, "Effect of invariance requirements on the elastic strain energy of crystals with application to the diamond structure", Phys. Rev., vol. 145, pp. 637-644, May 1966.
5. A. Paul, M. Luisier, and G. Klimeck, "Modified valence force field approach for phonon dispersion: from zinc-blende bulk to nanowires Methodology and computational details", Journal of Computational Electronics, vol. 9, pp. 160-172, 2010.
6. M. Salmani Jelodar, S. N. Fakhraie, F. Montazeri, S. M. Fakhraie, M. N. Ahmadabadi, "A representation for genetic-algorithm-based multiprocessor task scheduling", IEEE Congress on Evolutionary Computation, pp. 16-21, 2006.
7. E. O. Kane, "Phonon spectra of diamond and zinc-blende semiconductors", Physical Review B, vol. 31, pp. 7865-7876 (1985).
8. M. Martin, "Elastic Properties of ZnS Structure Semiconductors" , Physical Review B, vol. 1, pp. 4005-4011 (1970).
9. O. Lazarenkova, P. Von Allmen, F. Oyafuso, S. Lee, and G. Klimeck, "An atomistic model for the simulation of acoustic phonons, strain distribution, and Gruneisen coefficients in zinc-blende semiconductors", Superlattices and Microstructures, vol. 34, pp. 553, 2003.
10. M. J. P. Musgrave, and J. A. Pople "A general valence force field for diamond", Proceedings of the Royal Society of London. Series A, Mathematical and Physical Sciences, vol. 286, no. 1335, pp. 474-484, 1962.
11. A. A. Maradudin, E. W. Montroll, G. H. Weiss, and I. P. Ipatova, Theory of Lattice Dynamics in the Harmonic Approximation, 2nd ed., Chap. VI, AcademicPress, New York, 1971.
12. Z. Sui and I. P. Herman, "Effect of strain on phonons in Si, Ge, and Si/Ge heterostructures", Physical Review B. 48, 17938 (1993).
13. D. Patrick, P. Green and T. 'cork: "A distributed genetic algorithm environment for UNIX workstation clusters", IEELEEE Genetic Algorithms in Engineering Systems: Innovations and Applications, pp. 69-74, 1997.
14. M. Salmani Jelodar, M. Kamal, S. Mehdi Fakhraie, M. Nili Ahmadabadi, "SOPC-based parallel genetic algorithm", IEEE World Congress on Computational Intelligence, WCCI'06, pp. 9705-9711, Vancouver, BC, Canada, Jul. 2006.
15. T. Mitchell, Machine Learning. McGraw-Hill, New York: 1997.
16. T. Back, U. Harnmel, and H. P. Schwefel, "Evolutionary computation: Comments on the history and CurrentState", IEEE Trans. Evolutionary Computation, vol. 1, pp. 3-17, Apr. 1997. (Pubitemid 127771014)
17. E. Cantú-Paz, "A survey of parallel genetic algorithms", Calculateurs Parallèles, Réseaux et Systèmes Répartis, vol. 10, no. 2, pp. 141-171, 1998.
18. C. C. Petty and M. R. Leuze, "A Theoretical Investigation of a Parallel Genetic Algorithm", 3rd Intl Conf. on Genetic Algorithms, J. D. Schaffer (Ed) Morgan Kaufmann Publishers, pp. 398-405, 1989.
19. M George-Schleuter "Explicit parallelism of Genetic Algorithms hrough Population Structures" in Parallel Problem Solving in Nature Scwefel H. P & Manner R (Eds) Springer Verlag:NY pp 150-59, 1990.
20. M. Tomassini "The Parallel Genetic Cellular Automata: Application to Global Function Optimization" in Artificial Neural Nets and Genetic Algorithms, Albrecht R. F, Reeves C. R & Steele N. C (Eds) Springer-Verlag:New Yorkpp 385-391, 1993.
21. M. Salmani-Jelodar, M. Kamal and S. Mehdi Fakhraie "Genetic Algorithms: A Case for Hardware Implementation", submitted to Genetic Programming and Evolvable Machines January 2011.
22. D. Strauch and B. Dorner, "Phonon dispersion in GaAs", J. Phys.: Condens. Matter, vol. 2, pp. 1457-1474, 1990.