Multivariate Taylor expansion

cosmos 7th November 2016 at 3:59pm

An extension of the univariate Taylor expansion to Multivariate calculus:

f(x+δx)=f(x)+Tf(x)δx+12δxTH(x)δxf(x+\delta x) = f(x)+\nabla^T f(x) \delta x + \frac{1}{2} \delta x^T H(x) \delta x +higher order terms + \text{higher order terms}

where HH is the Hessian