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Optimization Algorithms Testing and Convergence by Using a Stacked HistogramZAPLATILEK, K. , TALPA, M. , LEUCHTER, J.
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MATLAB, convergence, optimization, stacked histogram, stochastic system
zaplatilek(4), optimization(4), group(4), delay(4), algorithm(4)
Blue keywords are present in both the references section and the paper title.
About this article
Date of Publication: 2011-02-27
Volume 11, Issue 1, Year 2011, On page(s): 11 - 16
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2011.01002
Web of Science Accession Number: 000288761800002
SCOPUS ID: 79955947165
The article describes an original method of optimization algorithms testing and convergence. The method is based on so-called stacked histogram. Stacked histogram is a histogram with its features marked by a chosen colour scheme. Thus, the histogram maintains the information on the input digital sequence. This approach enables an easy identification of the hidden defects in the random process statistical distribution. The stacked histogram is used for the testing of the convergent quality of various optimization techniques. Its width, position and colour scheme provides enough information on the chosen algorithm optimization trajectory. Both the classic iteration techniques and the stochastic optimization algorithm with the adaptation were used as examples.
|References|||||Cited By «-- Click to see who has cited this paper|
| P. Ziska, M. Laipert, "Analog Group Delay Equalizers Design based on Evolutionary Algorithm," Radioengineering, 2006, vol. 15, no. 1, pp. 1-5.
 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.
 K. Zaplatilek, "Analogue Filter Group Delay Optimization Using a Stochastic Approach," International Journal of Numerical Modelling, 2010, vol. 23, no. 3, pp. 215-230.
 K. Zaplatilek, P. Ziska, K. Hajek, " Practice Utilization of Algorithms for Analog Filter Group Delay Optimization," Radioengineering, April 2007, vol. 16, no. 1, pp. 7-15.
 K. Zaplatilek, K. Hajek, "Efficient Algorithm for Group Delay Equalization of Analogue Filters," Proc. of GSPx - International Signal Processing Conference, April 2003, Dallas, TX, USA.
 Q. Zhang, J. Sun, E. P. K. 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 45] [SCOPUS Times Cited 67]
 J. H. Mathews, K. K. Fink, "Numerical Methods Using MATLAB," Prentice-Hall Inc., 2004. [PermaLink]
 M. Talpa, K. Zaplatilek, "Histogram with higher information capacity," Elektrorevue, 2010, no. 62, 5p. Available: http://www.elektrorevue.cz. Published in Czech.
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Faculty of Electrical Engineering and Computer Science
Stefan cel Mare University of Suceava, Romania
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