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 xf(x+δx)=f(x)+∇Tf(x)δx+21δxTH(x)δx +higher order terms + \text{higher order terms}+higher order terms
where HHH is the Hessian