* Control System Toolbox.
This is a toolbox for control system design and analysis. It supports transfer
function and state-space forms (continuous/discrete time, frequency domain), as
well as functions for step, impulse, and arbitrary input responses. Functions
for Bode, Nyquist, Nichols plots, design with root-locus, pole-placement, and
LQR optimal control are also included.
* Image Processing Toolbox.
The Image Processing Toolbox builds on MATLAB's numeric, signal processing,
and visualization capabilities to provide a comprehensive system for image processing
and algorithm development.
* Model Predictive Control
Toolbox. The Model Predictive Control Toolbox is especially useful for applications
involving constraints on the manipulated and/or controlled variables. For unconstrained
problems, model predictive control is closely related to linear quadratic optimal
control, but includes modeling and tuning options that simplify the design procedure.
* Mu-Analysis and Synthesis
Toolbox. The Mu-Analysis and Synthesis Toolbox contains specialized tools
for the analysis and design of robust, linear control systems, extending MATLAB
to provide additional application-specific capabilities.
* Neural Network Toolbox.
This is a toolbox for designing and simulating neural networks and supports
implementation of the perceptron learning rule, the Widrow-Hoff rule, and several
variations of the backpropagation rule. Transfer functions included are hard
limit, linear, logistic, and hypertangent sigmoid.
* Optimization Toolbox.
This is a toolbox for linear and nonlinear optimization. It supports unconstrained
and constrained minimization, minimax, nonlinear least squares, multi-objective,
semi-infinite optimization, linear programming, quadratic programming, and the
solution of nonlinear equations.
* Robust Control Toolbox.
This is a toolbox for robust control system design and supports LQG/loop transfer
recovery, H2, H0, and mu- control synthesis, singular value frequency response,
and model reduction.
* Signal Processing Toolbox.
This is a toolbox for digital signal processing (time series analysis). It includes
functions for the design and analysis of digital filters, like Butterworth,
Elliptic, and Parks-McClellan, and for FFT analysis (power spectrum estimation).
It also includes some two-dimensional signal processing capabilities.
* Spline Toolbox.
This is a toolbox for working with splines and is typically used for curve fitting,
solution of function equations, and functional approximation.
* Statistics Toolbox.
The Statistics Toolbox builds on the computational and graphics capabilities
of MATLAB to provide: 1) statistical data analysis, modeling, and Monte Carlo
simulation 2) building blocks for creating your own special-purpose statistical
tools, and 3) GUI tools for exploring fundamental concepts in statistics and
probability.
* Symbolic Math Toolbox.
The Symbolic Math Toolbox contains functions for symbolic algebra, exact linear
algebra, variable precision arithmetic, equation solving, and special mathematical
functions. Its underlying computational engine is the kernel of Maple. The Extended
Symbolic Math Toolbox augments the functionality to include Maple programming
features and specialized libraries.
* System Identification
Toolbox. This is a toolbox for parametric modeling. Identified models are
in transfer function form (either z transform or Laplace transform) and state-space
form (e.g., ARMA models or Box-Jenkins models).
The others are: Extended
Symbolic Math Toolbox, Partial
Differential Equation Toolbox, Mapping
Toolbox, Curve
Fitting Toolbox, Data Acquisition
Toolbox, Instrument
Control Toolbox, Image
Acquisition Toolbox, Database
Toolbox, Communications
Toolbox, Wavelet Toolbox,
Filter Design Toolbox,
MATLAB Link for Code Composer
Toolbox, Fuzzy Logic
Toolbox, LMI Control Toolbox,
Model-Based Calibration Toolbox,
Financial Toolbox,
Fixed-Income Toolbox,
Financial Time Series
Toolbox, GARCH Toolbox,
Datafeed Toolbox,
and Financial Derivatives
Toolbox.
Toolkits are also available from The Mathworks, Inc. Toolkits are collections of M-files associated with books. These are available from the publisher or from ftp.mathworks.com in /pub/books .