Parallel PSO using MapReduce

2007 IEEE Congress on Evolutionary Computation, CEC 2007

Volumn , Issue , 2007, Pages 7-14

  McNabb, Andrew W ^a   Monson, Christopher K ^b   Seppi, Kevin D ^a  

^a 3361 TMCB   (United States)

^b GOOGLE INC   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

NODE FAILURES; PARALLEL PROGRAMS;

PARALLEL PROCESSING SYSTEMS; PROBLEM SOLVING; PROGRAM PROCESSORS;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 70450131864     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2007.4424448     Document Type: Conference Paper

References (13)

1. M. Belal and T. El-Ghazawi. Parallel models for particle swarm optimizers. The International Journal of Intelligent Computing and Information Sciences, 4(1):100-111, 2004.
2. Christopher M. Bishop. Neural Networks for Pattern Recognition. Oxford University Press, November 1995.
3. Maurice Clerc and James Kennedy. The particle swarm: Explosion, stability, and convergence in a multidimensional complex space. IEEE Transactions on Evolutionary Computation, 6(1):58-73, February 2002.
4. Jeffrey Dean and Sanjay Ghemawat. MapReduce: Simplified data processing on large clusters. Sixth Symposium on Operating System Design and Implementation, November 2004.
5. A. Grama, A. Gupta, G. Karypis, and V. Kumar. Introduction to Parallel Computing. Addison-Wesley, Harlow, England, second edition, 2003.
6. Nanbo Jin and Yahya Rahmat-Samii. Parallel particle swarm optimization and finite-difference time-domain (pso/fdtd) algorithm for multiband and wide-band patch antenna designs. IEEE Transactions on Antennas and Propogation, 53(11):3459-3468, 2005.
7. James Kennedy. Small worlds and mega-minds: Effects of neighborhood topology on particle swarm performance. In Proceedings of the Congress of Evolutionary Computation, volume 3, pages 1931-1938. IEEE Press, 1999.
8. James Kennedy and Russell C. Eberhart. Particle swarm optimization. In International Conference on Neural Networks IV, pages 1942-1948, Piscataway, NJ, 1995. IEEE Service Center.
9. Byung-Il Koh, Alan D. George, Raphael T. Haftka, and Benjamin J. Fregly. Parallel asynchronous particle swarm optimization. International Journal of Numerical Methods in Engineering, 67:578-595, 2006.
10. Sanaz Mostaghim, Jürgen Branke, and Hartmut Schmeck. Multiobjective particle swarm optimization on computer grids. Technical Report 502, AIFB Institute, DEC 2006.
11. K. Parsopoulos, D. Tasoulis, and M. Vrahatis. Multiobjective optimization using parallel vector evaluated particle swarm optimization. In Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2004.
12. J. Schutte, J. Reinbolt, B. Fregly, R. Haftka, and A. George. Parallel global optimization with the particle swarm algorithm. International Journal of Numerical Methods in Engineering, 61:2296-2315, 2004.
13. Gerhard Venter and Jaroslaw Sobieszczanski-Sobieski. A parallel particle swarm optimization algorithm accelerated by asynchronous evaluations. In Proceedings of the 6th World Congresses of Structural and Multidisciplinary Optimization, 2005.