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Saturday, October 31, 2009

Why \textstyle l_2 norm?

Recent progress in signal processing theory has generated a renewed interest in the effectiveness of using the \textstyle l_1 norm. It is interesting to note that, for example, in sparse signal recovery one can do a more accurate signal reconstruction minimizing the \textstyle l_1 norm.

The reason I have been thinking about \textstyle l_1 norm is because it apparently looks more useful for a portion of my current research. Maybe over a hundred years ago, or so, whenever mathematicians started thinking about norms \textstyle l_2 won, but current research trends show that \textstyle l_1 norm is very handy for a number of practical purposes.

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