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System Optimization Using a Parallel Stochastic ApproachZAPLATILEK, K. , LEUCHTER, J.
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stochastic optimization, parallel approach, Matlab
optimization(12), group(4), delay(4), algorithm(4)
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About this article
Date of Publication: 2013-05-31
Volume 13, Issue 2, Year 2013, On page(s): 73 - 76
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2013.02012
Web of Science Accession Number: 000322179400012
SCOPUS ID: 84878912821
This paper describes an original stochastic algorithm based on a parallel approach. The algorithm is suitable especially for a real technical system optimization. A few independent pseudorandom generators are used. They generate independent variable vectors along all of the optimized system axes. Local optimal values are used to define a final pseudorandom generator with a narrower interval around the global optimum. Theoretical foundations are introduced and a few practical experiments are presented. The described method is also suitable for the quality classification of the pseudorandom generators using the selected RGB color scheme. Main advantages of this approach are discussed. The algorithm was developed in the MATLAB environment.
|References|||||Cited By «-- Click to see who has cited this paper|
| S. S. Rao, Engineering Optimization. Theory and Practice. John Wiley&Sons, Inc., 2009.
 R. Baldick, Applied optimization. Cambridge university Press, 2006.
 P. Venkataraman, Applied optimization with MATLAB programming, John Wiley&Sons, Inc., 2009.
 U. Diwekar, Introduction to Applied Optimization. Springer, 2008.
 K. Zaplatilek, "Analogue filter group delay optimization using a stochastic approach," International Journal of Numerical Modelling, 2010, vol. 23, no. 3, pp. 215-230.
[CrossRef] [Web of Science Times Cited 3]
 R. Storn, "Differential Evolution Design of an IIR-Filter with Requirements for Magnitude and Group Delay," Technical Report TR-95-026, ICSI, May 1995.
 K. Deb, A. Anand, D. Joshi, "A computationally efficient evolutionary algorithm for real parameter optimization," Evolutionary Computation Journal, 2002, vol. 10, no. 4, pp. 371-395.
[CrossRef] [Web of Science Times Cited 330]
 P. Ziska, M. Laipert, "Analog Group Delay Equalizers Design based on Evolutionary Algorithm," Radioengineering, vol. 15, no. 1, 2006, pp. 1-5.
 R. Chelouah, P.A. Siarry, "A continuous genetic algorithm designed for the global optimization of multimodal functions," Journal of Heuristic, 2000, vol. 6, no. 2, pp. 191-213.
[CrossRef] [Web of Science Times Cited 151]
 Q. Zhang, J. Sun, E. Tang, J.A. Ford, "Hybrid estimation of distribution algorithm for global optimization," Engineering Computations, 2003, vol. 21, no. 1, pp. 91-107.
[CrossRef] [Web of Science Times Cited 46]
 K. Zaplatilek, M. Talpa, J. Leuchter, "Optimization Algorithms Testing and Convergence by Using a Stacked Histogram," Advances in Electrical and Computer Engineering, 2011, vol. 11, no. 1. pp. 11-16.
[CrossRef] [Full Text] [Web of Science Times Cited 2]
 K. Zaplatilek, P. Ziska, K. Hajek, "Practice Utilization of Algorithms for Analog Filter Group Delay Optimization," Radioengineering, 2007, vol. 16, no. 1, pp. 7-15.
 J. H. Mathews, K. K. Fink, Numerical Methods Using MATLAB. Prentice-Hall, Inc., 2004.
 R. Shaumann, M. S. Ghausi, K. R. Laker, Design of Analog Filters. Prentice Hall, New Jersey, 1990.
 M. J. D. Powell, S. Scholtes, "Modelling and Optimization: Methods, Theory and Applications," in Proc. 19th IFIP TC7 Conference on System Modelling and Optimization, Cambridge, 1999.
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Stefan cel Mare University of Suceava, Romania
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