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Numerical Mathematics

Operator Norm


$$ ||F||=\sup\limits_{x\neq0}\frac{||F(x)||_w}{||x||_v}=\sup\limits_{||x||_v=1}||F(x)||_w $$

Condition numbers

Ka := Absoluteconditionnumber

Kr := Relativeconditioonnumber

Operator linear


$$ K_a=||F||_{v,w}\in[0, \infin[ K_r\leq\frac{||F||_{v,w}}{\inf\limits_{||x||_v=1}||F(x)||_w}\in[0,\infin[ $$

F, A bijektive


$$ K_r\leq||F||_{v,w}||F^{-1}||_{v,w} K_r(A)=||A||_\infin||A^{-1}||_\infin $$

Component based


Krc = ||||