RunMat
GitHub

fzero — Find scalar function zeros with bracketed root-finding in MATLAB and RunMat.

x = fzero(fun, x0) searches near scalar initial point x0 for a sign-changing bracket, then refines the root with a Brent-style method. x = fzero(fun, [a b]) uses the supplied bracket directly, with tolerance, exit flag, and diagnostic behavior matching MATLAB semantics.

Syntax

x = fzero(fun, x0)
x = fzero(fun, x0, options)

Inputs

NameTypeRequiredDefaultDescription
funAnyYesScalar-valued callback.
x0AnyYesInitial point or two-element bracket.
optionsAnyNoOptions struct from optimset.

Returns

NameTypeDescription
xNumericScalarEstimated root location.

Errors

IdentifierWhenMessage
RunMat:fzero:InvalidArgumentArgument grammar/options struct are invalid.fzero: invalid argument
RunMat:fzero:InvalidInputCallback/bracket/initial-point semantics are invalid.fzero: invalid input

How fzero works

  • The function handle must return a finite real scalar.
  • Bracket endpoints must have opposite signs unless one endpoint is already a root.
  • Options are supplied as a struct, usually created with optimset. TolX, MaxIter, MaxFunEvals, and Display are accepted.
  • Anonymous functions, named function handles, and function-handle strings work through RunMat's existing feval dispatch path.

Examples

Find the fixed point of cosine

f = @(x) cos(x) - x;
x = fzero(f, 0.5)

Expected output:

x =
    0.7391

Use an explicit bracket

x = fzero(@sin, [3 4])

Expected output:

x =
    3.1416

Set a tighter tolerance

opts = optimset('TolX', 1e-10, 'Display', 'off');
x = fzero(@sin, [3 4], opts)

Expected output:

x =
    3.1416

Using fzero with coding agents

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

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

Elementwise

abs · angle · complex · conj · double · exp · expm1 · factorial · gamma · hypot · imag · ldivide · log · log10 · log1p · log2 · minus · nextpow2 · plus · pow2 · power · rdivide · real · sign · single · sqrt · times

Trigonometry

acos · acosh · asin · asinh · atan · atan2 · atanh · cos · cosd · cosh · deg2rad · rad2deg · sin · sind · sinh · tan · tand · tanh

Reduction

all · any · cummax · cummin · cumprod · cumsum · cumtrapz · diff · gradient · max · mean · median · min · nnz · prod · std · sum · trapz · var

Signal

blackman · butter · conv · conv2 · deconv · filter · hamming · hann · sawtooth · sinc · square

Rounding

ceil · fix · floor · mod · rem · round

Factor

chol · eig · lu · qr · svd

Solve

cond · det · inv · linsolve · norm · pinv · rank · rcond · rref

Fft

fft · fft2 · fftshift · ifft · ifft2 · ifftshift

Interpolation

interp1 · interp2 · pchip · ppval · spline

Ode

ode15s · ode23 · ode45

Open-source implementation

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

About RunMat

RunMat is an open-source runtime that executes MATLAB-syntax code blazing on any GPU. It is licensed under the Apache 2.0 license.

  • RunMat automatically optimizes your math for GPU execution on Apple, Nvidia, and AMD hardware. No code changes needed. Simulations that took hours now take minutes.
  • Start running code in seconds. RunMat runs in the browser, on the desktop, or from the CLI. No license server, no IT ticket.

Getting started · Benchmarks · Pricing

Download RunMat

Download RunMat for full performance, or use RunMat in your browser for zero setup.