Hessian Calculator

Find Hessian matrices step by step

The calculator will find the Hessian matrix of the multivariable function, with steps shown. Also, it will evaluate the Hessian at the given point if needed.

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Find the hessian matrix of the function x3+4xy2+5y310x^{3} + 4 x y^{2} + 5 y^{3} - 10 with respect to xx, yy.

Solution

The entry at row ii, column jj of the Hessian matrix is the partial derivative of the function with respect to the ii-th and jj-th variables.

H11=d2dx2(x3+4xy2+5y310)=6xH_{11} = \frac{d^{2}}{dx^{2}} \left(x^{3} + 4 x y^{2} + 5 y^{3} - 10\right) = 6 x (for steps, see partial derivative calculator).

H12=d2dydx(x3+4xy2+5y310)=8yH_{12} = \frac{d^{2}}{dydx} \left(x^{3} + 4 x y^{2} + 5 y^{3} - 10\right) = 8 y (for steps, see partial derivative calculator).

H21=d2dxdy(x3+4xy2+5y310)=8yH_{21} = \frac{d^{2}}{dxdy} \left(x^{3} + 4 x y^{2} + 5 y^{3} - 10\right) = 8 y (for steps, see partial derivative calculator).

H22=d2dy2(x3+4xy2+5y310)=2(4x+15y)H_{22} = \frac{d^{2}}{dy^{2}} \left(x^{3} + 4 x y^{2} + 5 y^{3} - 10\right) = 2 \left(4 x + 15 y\right) (for steps, see partial derivative calculator).

Thus, H=[6x8y8y2(4x+15y)]H = \left[\begin{array}{cc}6 x & 8 y\\8 y & 2 \left(4 x + 15 y\right)\end{array}\right].

Answer

H=[6x8y8y2(4x+15y)]H = \left[\begin{array}{cc}6 x & 8 y\\8 y & 2 \left(4 x + 15 y\right)\end{array}\right]A