peaks — Generate the standard peaks test surface in MATLAB and RunMat.

peaks(n) evaluates the standard peaks function over an n×n grid spanning [-3, 3] × [-3, 3]:

Z = 3*(1-x)^2 * exp(-x^2 - (y+1)^2)
    - 10*(x/5 - x^3 - y^5) * exp(-x^2 - y^2)
    - 1/3 * exp(-(x+1)^2 - y^2)

It is commonly used to demonstrate 3-D surface plots. Formula and default grid size follow MATLAB semantics.

Syntax

Z = peaks()
Z = peaks(n)
Z = peaks(X, Y)
[X,Y] = peaks(n)
[X,Y,Z] = peaks(n)
[X,Y] = peaks(X, Y)
[X,Y,Z] = peaks(X, Y)

Inputs

NameTypeRequiredDefaultDescription
nIntegerScalarYes49Grid size n for n-by-n sampling.
XNumericArrayYesX coordinate matrix.
YNumericArrayYesY coordinate matrix (same size as X).

Returns

NameTypeDescription
ZNumericArraySampled peaks surface values.
XNumericArrayGrid coordinates along X-axis.
YNumericArrayGrid coordinates along Y-axis.

Returned values from peaks depend on how many outputs the caller requests.

Errors

IdentifierWhenMessage
More than three outputs are requested.peaks: too many output arguments; maximum is 3
The builtin is called with more than two input arguments.peaks: expected 0, 1, or 2 input arguments
The n argument is not a numeric scalar.peaks: n must be a numeric scalar

How peaks works

  • peaks with no arguments returns a 49×49 matrix (MATLAB default).
  • peaks(n) returns an n×n matrix evaluated on an n-point grid from -3 to 3 on both axes.
  • peaks(X, Y) evaluates the formula at caller-supplied coordinate matrices and returns a Z matrix of the same size.
  • [X, Y, Z] = peaks(…) returns all three matrices — the X and Y coordinate grids and the computed Z surface.
  • peaks(0) returns an empty 0×0 matrix.
  • When exactly two outputs are requested, [X, Y] = peaks(n) returns only the coordinate grids without Z.

Does RunMat run peaks on the GPU?

RunMat computes peaks on the host and returns a host tensor. No acceleration provider hooks are defined for this builtin.

GPU memory and residency

peaks always runs on the host CPU today. If you need the result on the GPU, wrap the call in gpuArray(...).

Examples

Default 49×49 surface

Z = peaks;
surf(Z);

Custom grid size

Z = peaks(30);
surf(Z);
colormap('parula');
colorbar;

Full three-output form

[X, Y, Z] = peaks(40);
surf(X, Y, Z);
shading interp;
colorbar;
view(45, 30);

Caller-supplied coordinate matrices

[X, Y] = meshgrid(linspace(-3, 3, 50), linspace(-3, 3, 50));
Z = peaks(X, Y);
contourf(X, Y, Z);
colorbar;

Combine with contour

[X, Y, Z] = peaks(50);
subplot(1, 2, 1);
surf(X, Y, Z);
view(3);
subplot(1, 2, 2);
contourf(X, Y, Z);
colorbar;

Using peaks with coding agents

Open a RunMat example with live inputs, then ask the agent to explain how peaks changes the result.

Run a small peaks example, explain the result, then change one input and compare the output.

FAQ

Why is the default size 49?

MATLAB chose 49 as the default grid size for peaks. RunMat matches this specification.

Can I get the coordinate grids back as well as Z?

Yes. Use [X, Y, Z] = peaks(n) to retrieve all three matrices.

How do I move the result to the GPU?

Call gpuArray(peaks(n)) if you need the output on the GPU. RunMat computes peaks on the host today.

What happens with peaks(0)?

peaks(0) returns an empty 0×0 tensor, consistent with how other array-creation functions handle a zero size.

Creation

colon · eye · false · fill · inf · linspace · logspace · magic · meshgrid · nan · ones · rand · randi · randn · randperm · range · true · zeros

Sorting Sets

argsort · intersect · ismember · issorted · setdiff · sort · sortrows · union · unique

Shape

cat · circshift · diag · flip · fliplr · flipud · horzcat · ipermute · kron · permute · repelem · repmat · reshape · rot90 · squeeze · tril · triu · vertcat

Indexing

find · ind2sub · sub2ind

Introspection

isempty · ismatrix · isscalar · isvector · length · ndims · numel · size

Open-source implementation

Unlike proprietary runtimes, every RunMat function is open-source. Read exactly how peaks is executed, line by line, in Rust.

About RunMat

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