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Limits and Continuity in Multivariable Functions

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Functions of Several Variables: Definition and DomainLimit Definition - Intuitive→→Differentiability in Multivariable FunctionsPartial Derivatives: Definition and Computation
limits continuity epsilon-delta

Core Idea

For a multivariable function, lim_(x,y)→(a,b) f(x,y) = L if for every ε > 0 there exists δ > 0 such that |f(x,y) − L| < ε whenever 0 < √[(x−a)² + (y−b)²] < δ. Continuity requires the limit to exist and equal f(a, b). Multiple paths to a point complicate convergence analysis.

Explainer

From single-variable limits, you know that lim_{x→a} f(x) = L means f(x) can be made arbitrarily close to L by taking x close enough to a — from either side. In one dimension, "from either side" covers all possible directions of approach. In two dimensions, the situation is fundamentally harder: there are infinitely many paths through (a, b) — lines at every angle, parabolas, spirals, spirals that spiral inward — and the limit lim_{(x,y)→(a,b)} f(x,y) = L must hold along every single one of them simultaneously.

This is the key new difficulty. If even one path to (a, b) gives a different limiting value, or no limit at all, then the two-variable limit does not exist. The path test exploits this: substitute y = mx (approach along straight lines of varying slope m) or y = x² (approach along a parabola) and check whether the result depends on the choice. For f(x,y) = xy/(x² + y²), the limit along y = 0 gives 0, but along y = x gives x²/(2x²) = 1/2. Because two paths give different values, no limit exists at the origin. The path test can efficiently disprove a limit's existence, but it can never prove existence — checking finitely many paths leaves infinitely many unchecked.

To prove a limit exists, you need the full epsilon-delta definition with the Euclidean distance r = √[(x−a)² + (y−b)²] replacing |x−a|. The strategy is to bound |f(x,y) − L| in terms of r and show the bound goes to zero. Polar coordinates (x = a + r cos θ, y = b + r sin θ) are often the cleanest tool near the origin: r → 0 corresponds to approaching along any path whatsoever, and if the expression in polar form tends to L independently of θ, the limit is established for all paths at once. The squeeze theorem applies in exactly the same way as in one dimension.

Continuity at (a, b) means three things hold simultaneously: f is defined there, the limit exists, and the limit equals f(a, b). Polynomials, exponentials, and trigonometric functions are continuous everywhere they are defined — for these, limit evaluation is just substitution. The interesting cases are rational functions where the denominator vanishes, and piecewise-defined functions where you must check whether the pieces agree at the boundary. Continuity is the foundational hypothesis for everything that follows: partial derivatives assume it, the chain rule requires it, and differentiability (which is stronger than continuity) implies it. Getting comfortable with the multi-path nature of limits is the essential step before any further calculus in higher dimensions.

Practice Questions 5 questions

Prerequisite Chain

Understanding Zero → The Number Zero → Counting to Five → Counting to 10 → Counting to 20 → Counting a Set of Objects Up to 20 → Cardinality: The Last Number Counted → Matching Numerals to Quantities → Subitizing Small Quantities → Addition Within 10 → Making 10 as an Addition Strategy → Addition Within 20 → Doubles and Near Doubles → Doubles Facts Within 10 → Near Doubles Facts Within 20 → Mental Math Strategies for Addition → Mental Math: Adding and Subtracting Tens → Addition Within 100 → Repeated Addition as Multiplication → Multiplication as Equal Groups → Multiplication: Arrays → Basic Multiplication Facts Through 10 → Multiplication Facts Within 100 → Division as Equal Sharing → Division as Grouping (Measurement Division) → Division: Grouping (Repeated Subtraction) Model → Division: Fair Sharing Model → Division as Equal Sharing → Division as Grouping → Basic Division Facts → Division Facts Within 100 → Multiplication and Division Fact Families → Relationship Between Multiplication and Division → Division Facts as Inverse of Multiplication → Remainders and Quotients in Division → Division Word Problems → Multi-Step Word Problems → Solving Multi-Step Word Problems → Multiplication Word Problems → Division Word Problems → Introduction to Long Division → Factors and Multiples → Prime and Composite Numbers → Equivalent Fractions → Relating Fractions and Decimals → Decimal Place Value → Integers and the Number Line → Opposites and Additive Inverses → Absolute Value → Adding Integers → Subtracting Integers → Multiplying Integers → Introduction to Exponents → Order of Operations → Integer Order of Operations → Variable Expressions → Function Notation Review → Domain and Range → Rational Functions and Asymptotes Review → Limits - Intuitive Introduction → Limit Definition - Intuitive → Limits and Continuity in Multivariable Functions

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