In writing the pseudo code for support vector machine and artificial neural network, what are the steps we should mention?
Dear Manas, This is some pseudo code for neurals networks. We use neural algorithms in control automation for solar power systems:
http://computing.dcu.ie/~humphrys/Notes/Neural/Code/code.neural.html
Hope this is helpful.
regards
Gerro
Hello Manas,
You can find the pseudo code of SVM at http://www.robots.ox.ac.uk/~vgg/rg/papers/andrews_etal_NIPS02.pdf
Regards,
Hsin
I wonder why you would want to use pseudo code to describe them. Calling SVM and ANN algorithms is stretching the term (at best). I have looked at some of the pseudo code referenced by others and I do not find it illuminating.
SVM is not an algorithm, but rather a mathematical relationship which leads to an optimisation problem. This problem obviously takes an optimisation algorithm to solve, but that's quite independent of SVM. There is no step leading up the optimisation problem that is naturally described as an algorithm. Instead it is a matter of straight-forward definition of the input.
So, what are you really aiming to achieve?
LIbSVM is a library for for SVM that can be run in almost any platform.It is an integrated software for support vector classification.
http://www.csie.ntu.edu.tw/~cjlin/libsvm/
The following Information can be of some Help to you.
MEMETIC ALGORITHM BASED SUPPORT VECTOR MACHINE CLASSIFICATION
MINGNAN WU, ZHENYUAN 0XU, JUNZO WATADA
International Journal of Innovative Management
Information & Production
ISME Internationalⓒ2012 ISSN 2185-5455 Volume 3, Number3, September2012
Link: http://www.ismeip.org/IJIMIP/contents/imip1233/12.pdf
Algorithms like artificial network (ANN) and support vector machine (SVM) have been proposed to perform binary classification. Although knowledge discovery and data mining techniques have successfully resolved a lot of real -world applications, classifying an imbalanced data remains still full of challenge.
These traditional classification algorithms mentioned above hardly work well for imbalanced dataset. In this dissertation , a novel model on the basis of
memetic algorithm (MA) and support vector machine (SVM) is proposed to perform the classification for large imbalanced dataset. It is named MSVC
(memetic support vector classification) model.
P.S.
I wonder why you would want to use pseudo code to describe them. Calling SVM and ANN algorithms and compare betwwen them
dear friend
you can write it by your own.
else try to get it from matlab . thats the best.
Try to see my publications.
thank you.
Best regards
Dr.Indrajit Mandal
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