
Figure 21
Elliptical quadratic minimum
The origin is the unique global minimum: f(0,0)=0. Unequal positive curvature creates an elliptical bowl.
z = 0.08*x^2+0.18*y^2
x,y ∈ [-5, 5]; dimensionless.
Three checked examples for presentations and technical articles, with equations and explanations.

Figure 21
The origin is the unique global minimum: f(0,0)=0. Unequal positive curvature creates an elliptical bowl.
z = 0.08*x^2+0.18*y^2
x,y ∈ [-5, 5]; dimensionless.

Figure 14
At (0,0), z=0 and the gradient vanishes. Values increase along x and decrease along y, so the origin is a saddle.
z = 0.15*(x^2-y^2)
x,y ∈ [-5, 5]; dimensionless.

Figure 24
Global minima at (−2,0) and (2,0) have z=0. The stationary point at (0,0), z=1.92, is a saddle.
z = 0.12*(x^2-4)^2+0.2*y^2
x,y ∈ [-3, 3]; dimensionless.
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The bowl has positive curvature in every direction at its minimum. The hyperbolic paraboloid has opposing curvature signs at its saddle. The double well has two global minima and a stationary saddle between them. The guide checks gradients, Hessians, coordinates and finite-domain limitations.
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