Maths WorkshopMaths problems with full solutions
Exercise 1592Calculus › Multivariable calculus › Optimisation in several variablesL1Added 3 Nov 2026

Optimization under inequality constraints

#inequality constraint#KKT#boundary

Statement

Maximize f(x,y)=x+yf(x,y)=x+y on the disk x2+y2≤1x^2+y^2\le1.

Hint

Interior critical points or boundary via Lagrange.

Show solutionHide solution

Solution

Interior. ∇f=(1,1)≠(0,0)\nabla f=(1,1)\neq(0,0): no interior critical point.

Boundary. Lagrange on x2+y2=1x^2+y^2=1: 1=2λx1=2\lambda x, 1=2λy⇒x=y1=2\lambda y\Rightarrow x=y, so x=y=±1/2x=y=\pm1/\sqrt2.

Values. f(1/2,1/2)=2f(1/\sqrt2,1/\sqrt2)=\sqrt2 (max); f(−1/2,−1/2)=−2f(-1/\sqrt2,-1/\sqrt2)=-\sqrt2 (min).

Conclusion. Maximum 2\sqrt2 at (1/2,1/2)(1/\sqrt2,1/\sqrt2).