Perform classification using discriminant analysis, naive Bayes classifiers, and decision trees. Suppose you have a data set containing observations with measurements on different variables (called predictors) and their known class labels. If you obtain predictor values for new observations, could you determine to which classes those
Measuring Signal Similarities
Measure signal similarities. It will help you answer questions such as: How do I compare signals with different lengths or different sampling rates? How do I find if there is a signal or just noise in a measurement? Are two signals related? How to measure a delay between two signals (and how do I align them)? How do I compare the frequency content of two signals?
Automatically Detect and Recognize Text in Natural Images
Detect regions in an image that contain text. This is a common task performed on unstructured scenes. Unstructured scenes are images that contain undetermined or random scenarios. For
Compute Sample ACF and PACF
Compute the sample autocorrelation function (ACF) and partial autocorrelation function (PACF) to qualitatively assess autocorrelation.
Simulating Automatic Climate Control Systems
Simulate the working of an automatic climate control system in a car using Simulink® and Stateflow®. You can enter a temperature value you would like the air in the car to reach by double
Tutorial and examples of PINPOLYHEDRON function
PINPOLYHEDRON: This function is an implementation of a novel algorithm. It tests whether points are inside/outside/on a polyhedron defined by triangular faces and vertices. It can be used
Script to Run Gary Vanderplaats cantilever Beam with SQP and SLP. N beam segments and 2N design variables, taken from Vanderplaats (1984) Example 5-1, pp. 147-150.
Script to Run Gary Vanderplaats cantilever Beam with slp_trust. N beam segments and 2N design variables, taken from Vanderplaats (1984) Example 5-1, pp. 147-150.
Uncsontrained, 2-DV, Quadratic Objective - Haftka Example 4.2.1
Haftka, R. T. and Z. Gurdal (1992), Elements of Structural Optimization, Kluwer Academic Publishers
Designing a High Angle of Attack Pitch Mode Control
Use the Control System Toolbox™ and Simulink® Control Design™ to interact with Simulink to design a digital pitch control for the aircraft. In this example, we will design the controller to
Three-dimensional plots typically display a surface defined by a function in two variables, z = f(x,y) .
Simulation of a Bouncing Ball
Use two different approaches to modeling a bouncing ball using Simulink®.
Approximating Nonlinear Relationships: Type S Thermocouple
Approximate nonlinear relationships of a type S thermocouple.
Air Traffic Control Radar Design
Model a conceptual air traffic control (ATC) radar simulation based on the radar range equation.