Commit 1a04fb38061c32ca325ee08dff1aa137b37930a5

added a cite
bibdesk.bib
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12@article{Garcia:2009fk,
13 Author = {Salvador Garc{\'\i}a and Daniel Molina and Manuel Lozano and Francisco Herrera},
14 Date-Added = {2010-06-17 11:49:54 +0300},
15 Date-Modified = {2010-06-17 11:49:54 +0300},
16 Doi = {10.1007/s10732-008-9080-4},
17 Journal = {Journal of Heuristics},
18 Month = {December},
19 Number = {6},
20 Pages = {617-644},
21 Title = {A study on the use of non-parametric tests for analyzing the evolutionary algorithms' behaviour: a case study on the CEC'2005 Special Session on Real Parameter Optimization},
22 Volume = {15},
23 Year = {2009},
24 Bdsk-Url-1 = {http://www.springerlink.com/content/h53270p4kr6891h3/fulltext.pdf},
25 Bdsk-Url-2 = {http://dx.doi.org/10.1007/s10732-008-9080-4}}
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1227@article{fan2003trigonometric,
1328 Author = {Fan, H.Y. and Lampinen, J.},
histograms.tex
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146146for comparing dense sets of numbers. This visualization technique fits
147147very well to task of comparing optimization algorithms, as it allows
148148to present all the results of repeated experiments at the same time. This
149technique has been used in, for example, \cite{fan2003trigonometric}.
149technique has been used in, for example, articles \cite{Garcia:2009fk,fan2003trigonometric}.
150150The use of histograms conveys more data than a single statistical number, is
151151easily readable, and easily satisfies the constraints 1 and 3 presented in the
152152introduction.
362362are normally distributed, one can apply Student's t-test to determine, with a
363363given threshold probability, if the results of $A$ and $B$ are significantly
364364different. This is however usually not the case, as explained in
365Section~\ref{s:shortcomings}. Even non-parametric test such as the
365Section~\ref{s:shortcomings} as well as in a thorough study in~\cite{Garcia:2009fk}.
366Even non-parametric test such as the
366367\emph{Mann-Whitney U test} (also known as the \emph{Wilcoxon rank-sum test})
367368\cite{mann1947test} cannot be applied to the two samples since, although this
368369test does not assume that the two samples are drawn from any particular