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전자/선형대수학

p-norm

Let \(p \geq 1\) be a real number,  The p-norm (also called \(l_p\)-norm) of vector \(x=(x_1,...,x_n)\) is

$$||x||_p:=(\sum_{i=1}^{n}|x_i|^p)^{1/p}$$

  • For p = 1 -> taxicab norm
  • For p = 2 -> Euclidean norm
  • For p = \(\infty\) -> \(max_i|x_i|\)