General

Single Variable

Multivariable

where x and a are vectors. We had discussed gradient vector (D) and hessian matrix(H) in this post.

Reference

[0] : http://www.math.ucdenver.edu/~esulliva/Calculus3/Taylor.pdf

[1] : https://mathinsight.org/taylors_theorem_multivariable_introduction