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(Solved): Maximize f(x)=4x-1.8x^(2) 1.2x^(3)-0.3x^(4) a) Using Golden-Section Search ( x_(l)=-2,x_(u)=4,10 Ite ...



Maximize

f(x)=4x-1.8x^(2) 1.2x^(3)-0.3x^(4)

a) Using Golden-Section Search (

x_(l)=-2,x_(u)=4,10

Iterations) b) Using Newton's Method (

x_(0)=3,\epsi _(a)=1%

) Find the gradient vector and Hessian matrix for the given functions a)

f(x,y)=ln(x^(2) 2xy 3y^(2))

Find and classify all the critical points for the given functions. a)

f(x,y)=(y-2)x^(2)-y^(2)

b)

f(x,y)=7x-8y 2xy-x^(2) y^(3)

c)

f(x,y)=(3x 4x^(3))(y^(2) 2y)

For the given datasets find the followings. a) Linear regression equation and its coefficient of determination (

r^(2)

). \table[[

x

,1,2,3,4,5,6,7],[

y

,0.5,2.5,2,4,3.5,6,5.5]] b) Polynomial regression equation and its coefficient of determination (

r^(2)

). \table[[

x

,0,1,2,3,4,5],[

y

,2.1,7.7,13.6,27.2,40.9,61.1]] c) Multiple linear regression equation and its coefficient of determination (

r^(2)

). \table[[

x_(1)

,0,0,1,2,0,1],[

x_(2)

,0,2,2,4,4,6],[

y

,14,21,11,12,23,23]]



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