Wednesday, June 21, 2017

vectors - Gradient is covariant or contravariant?



I read somewhere people write gradient in covariant form because of their proposes. I think gradient expanded in covariant basis i, j, k, so by invariance nature of vectors, component of gradient must be in contravariant form. However we know by transformation properties and chain rule we find it is a covariant vector. What is wrong with my reasoning?


My second question is: if gradient has been written in covariant form, what is the contravariant form of gradient?




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