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In Exercises 31鈥52, find the relative maxima, relative minima, and saddle points for the given functions. Determine whether the function has an absolute maximum or absolute minimum as well.g(x,y)=8x33xy2+2y34x2

Short Answer

Expert verified

Thegivenfunctionhaslocalminimumat(0.43,0.43)withg(0.43,0.43)=-3.16andlocalmaximumat(-0.43,-0.43)withg(-0.43,-0.43)=-4

Step by step solution

01

Step 1. Given information 

A function,g(x,y)=8x33xy2+2y34x2

02

Step 2. Finding the first-order, second-order partial derivatives and determinant of hessian 

Thefirst-orderpartialderivativesofthefunctionare:gx(x,y)=gx=24x2-3y2-4andgy(x,y)=gy=-6xy+6y2Now,solvethesystemofequations:24x2-3y2-4=0and-6xy+6y2=0,weget,x=yand21x2=4x=y=221=0.43Wefindonestationarypointofg,namely:(0.43,0.43)Thesecond-orderpartialderivativesofthefunctionare:gxx(x,y)=2gx2=48x,gyy(x,y)=2gy2=12y-6xandgxy(x,y)=2gxy=-6ygxx(0.43,0.43)=20.64,gyy(0.43,0.43)=2.58andgxy(0.43,0.43)=-2.58gxx(-0.43,-0.43)=-20.64,gyy(-0.43,-0.43)=-2.58andgxy(-0.43,-0.43)=2.58ThedeterminantoftheHessianis:detHgx,y=2gx22gy2-2gxy2detHg(0.43,0.43)=20.642.58--2.582=46.6detHg(-0.43,-0.43)=-20.64-2.58-2.582=46.6

03

Step 3. Testing and finding relative maximum, relative minimum and saddle points 

Ifghasastationarypointat(x0,y0),then(a)ghasarelativemaximumat(x0,y0)ifdet(Hg(x0,y0))>0withgxx(x0,y0)<0orgyy(x0,y0)<0.(b)ghasarelativeminimumat(x0,y0)ifdet(Hg(x0,y0))>0withgxx(x0,y0)>0orgyy(x0,y0)>0.(c)ghasasaddlepointat(x0,y0)ifdet(Hg(x0,y0))<0.(d)Ifdet(Hg(x0,y0))=0,noconclusionmaybedrawnaboutthebehaviorofgat(x0,y0).Inthegivenfunction,detHg(0.43,0.43)>0withgxx(0.43,0.43)>0andgyy(0.43,0.43)>0.Hence,thegivenfunctionhasminimumat(0.43,0.43)with,g(0.43,0.43)=80.433-3(0.43)0.432+20.433-4(0.43)-2=-3.16Also,detHg(-0.43,-0.43)>0withgxx(-0.43,-0.43)<0andgyy(-0.43,-0.43)<0.Hence,thegivenfunctionhasmaximumat(-0.43,-0.43)with,g(-0.43,-0.43)=8-0.433-3(-0.43)-0.432+2-0.433-4(-0.43)-2=-4

04

Step 4. Testing and finding absolute maximum and absolute minimum  

Wheny=0,limxf(x,0)=andlimx-f(x,0)=-Therefore,thegivenfunctionhaslocalminimumat(0.43,0.43)andlocalmaximumat(-0.43,-0.43)

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