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Continuity in Multiple Variables

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Functions of Several VariablesLimits and Continuity in Multiple Variables+1 more→→Differentiability in Multiple VariablesPartial Derivatives: Definition and Computation
continuity limits

Core Idea

Function f(x, y) is continuous at (a, b) if lim_{(x,y)→(a,b)} f(x, y) = f(a, b). In multiple variables, the limit must be the same approaching from all directions, making the concept richer than in one dimension.

Explainer

In single-variable calculus, continuity at a point means the limit equals the function value — and a limit in ℝ can only be approached from two directions (left and right). In multiple variables, a point like (a, b) in ℝ² can be approached along infinitely many paths: along the x-axis, along the y-axis, along any line y = mx, along parabolas y = cx², along spirals. From your study of multivariable limits, you know that the limit lim_{(x,y)→(a,b)} f(x,y) exists only if *all* these paths give the same value. Continuity builds directly on this: f is continuous at (a, b) if the limit exists, equals f(a, b), and f(a, b) is defined.

The richer path structure creates failure modes that don't exist in one dimension. The classic example is f(x, y) = xy/(x² + y²) at the origin (with f(0,0) = 0). Along any line y = mx, the limit as (x, y) → (0, 0) is mx²/(x²(1 + m²)) = m/(1 + m²) — which depends on m. Different lines give different limits, so the limit doesn't exist and f is not continuous at the origin. Yet both iterated limits lim_{x→0} lim_{y→0} f and lim_{y→0} lim_{x→0} f equal 0. This shows that checking continuity by fixing one variable at a time is insufficient — the joint limit is the true test.

Geometrically, continuity of f(x, y) means the surface z = f(x, y) has no holes or jumps — it is a connected surface without tears. The ε-δ definition transfers from single-variable calculus: for every ε > 0 there exists δ > 0 such that whenever ||(x, y) − (a, b)|| < δ, we have |f(x, y) − f(a, b)| < ε. Here the distance is the Euclidean distance in ℝ², capturing all directions simultaneously.

Continuity in multiple variables has the same stability properties you learned in one dimension: sums, products, and compositions of continuous functions are continuous, and quotients are continuous where the denominator is nonzero. Polynomials in x and y are continuous everywhere; rational functions are continuous on their domain. Continuity is the prerequisite for differentiability: just as in one variable, a function must be continuous at a point to be differentiable there. The converse fails sharply — partial derivatives can exist at a point even if the function is discontinuous there — which is why the stronger condition of differentiability will require more than just the existence of partial derivatives.

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 → Number Bonds to 10 → 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 (0s, 1s, 2s, 5s, 10s) → 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 → Comparing and Ordering Integers → Absolute Value → Adding Integers → Subtracting Integers → Multiplying Integers → Dividing Integers → Unit Rates → Proportions → Percent Concept → Converting Between Fractions, Decimals, and Percents → Operations with Rational Numbers → Two-Step Equations → Solving Multi-Step Equations → Equations with Variables on Both Sides → Literal Equations → Slope-Intercept Form → Point-Slope Form → Writing Linear Equations → Parallel and Perpendicular Line Slopes → Graphing Linear Equations → Piecewise Functions → One-Sided Limits → Continuity Definition → Limits and Continuity in Multiple Variables → Functions of Several Variables → Continuity in Multiple Variables

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