A function of one variable y=f(x) traces a curve in the xy-plane. A function of two variables F(x,y) is visualized by graphing z=F(x,y), which traces a surface in xyz-space: the point (x,y,F(x,y)) sits F(x,y) units above (or below) the point (x,y) in the xy-plane.
Fixing one variable slices the surface with a plane and produces a curve: for g(x,y)=30−x2−y2, holding y=3 gives g(x,3)=21−x2 (a parabola, the intersection of the surface with the plane y=3), and holding x=2 gives g(2,y)=26−y2. The surface z=30−x2−y2 itself is called a paraboloid. This is the natural generalization from one to several variables: profit as a function of the units of two products, or volume as a function of length, width and height, are genuinely functions of more than one variable and cannot be reduced to a single-variable picture.
Neighbourhoods in R2. To define limits and continuity for F(x,y), replace the one-variable interval-neighbourhood (x0−δ,x0+δ) by an open disc:
Br((u,v))={(x,y)∈R2∣(x−u)2+(y−v)2<r2}
— the set of points strictly within distance r of (u,v). Removing the centre gives a deleted neighbourhood.
Definition (Limit of a Function of Two Variables). F has limit L at (u,v), written (x,y)→(u,v)limF(x,y)=L, if for every neighbourhood (L−ε,L+ε), ε>0, of L there exists a δ-neighbourhood Bδ((u,v)) of (u,v) such that (x,y)∈Bδ((u,v))∖{(u,v)} ⇒ F(x,y)∈(L−ε,L+ε).
Definition (Continuity). F is continuous at (u,v) if (1) F(u,v) is defined, (2) (x,y)→(u,v)limF(x,y) exists, and (3) that limit equals F(u,v) — exactly the same three-part test as one variable, now over R2. All the standard limit theorems (limits of sums, products, quotients, composition with a continuous function) carry over unchanged from one variable to several. …