Restriction of a Function¶
Definition¶
Let be a function and let . The restriction of to is the function
Only the domain is changed; the rule used to compute the value is the same.
Interpretation¶
A restriction keeps the rule of and only shrinks its domain to a subset . This is the formal step behind optimizing a function subject to constraints: the objective stays the same, only the admissible inputs change.
The dashed curve is on ; the red piece over is the graph of , with the same values and a smaller domain. Its largest value is at the left endpoint , where itself is decreasing and has no local maximum. The extrema of are the constrained extrema of , and they can sit where has none.
The circle (in the plane) lifts to a closed curve on the graph: that curve is the graph of , plotted against on the right. Turn the picture and change the radius.
Other properties change with the domain too: may be injective or bounded when is not, as for on in the Examples. In the same way, is defined as the inverse of the restriction of to (inverse trigonometric functions), and the multivariable inverse function theorem inverts on a small neighbourhood . For an equality constraint , the restricted domain is a level set of .
A common slip is to look for the extrema of among the stationary points of . On the unit circle, is largest at , although its gradient is never zero.
Key Results¶
- The restricted function can have extrema that the unrestricted function does not have.
- A constraint set often defines the domain of the restricted objective.
- Properties such as injectivity can change after restriction.
Examples¶
- The function restricted to the circle becomes an objective on that circle only.
- The function is not injective on , but its restriction to is injective.
Prerequisites¶
Related Concepts¶
- Method of Lagrange for Equality Constraints
- Quadratic Form on a Constraint Set
- Global Maximum and Minimum on
Sources¶
- Math IV: Multivariate Calculus · Week 3, Lecture 1
Aliases: restriction to a set Keywords: function restriction, restricted function Symbols: infinity, pi, real numbers, square root, subset
Last updated: 20 October 2026 03:02
Restriction of a FunctionFunctionLevel Set and Level CurveMethod of Lagrange for Equality ConstraintsQuadratic Form on a Constraint SetGlobal Maximum and Minimum on \(\mathbb{R}^n\)