Software Listing of Author : "Yi Cao"

There are more than 20 Sudoku solvers submitted in File Exchange

  • Publisher: Yi Cao
  • Date Released: 10-02-2013
  • Download Size: 553 KB
  • Download
  • Platform: Matlab, Scripts

The m-file provides a tool to calculate the Bhattacharyya Distance Measure (BDM) between two classes of normal distributed data

  • Publisher: Yi Cao
  • Date Released: 09-06-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

This is the third part of the work to select measurements / measurement combination for selfoptimizing control

  • Publisher: Yi Cao
  • Date Released: 09-01-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

The code is an implementation of the newly developed

  • Publisher: Yi Cao
  • Date Released: 17-02-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

B3MSV Bidirectional Branch and Bound(B3) subset selection using the the Minimum Singular Value (MSV) as the criterion

  • Publisher: Yi Cao
  • Date Released: 14-05-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

It is desired for modern process systems to achieve optimal operation

  • Publisher: Yi Cao
  • Date Released: 08-06-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

This function implements bivariant Gaussian kernel density estimation

  • Publisher: Yi Cao
  • Date Released: 12-04-2013
  • Download Size: 215 KB
  • Download
  • Platform: Matlab, Scripts

Complex step differentiation (CSD) has many advantages in efferency and accuracy over finite difference approaches (central, forward and backward)

  • Publisher: Yi Cao
  • Date Released: 13-02-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

This package includes a configurable Simulink model for three different types of DC-DC converters (Buck, Boost and Buck-Boost converters) with a PWM PI controller

  • Publisher: Yi Cao
  • Date Released: 19-02-2013
  • Download Size: 727 KB
  • Download
  • Platform: Matlab, Scripts

The conjugate gradient method aims to solve a system of linear equations, Ax=b, where A is symmetric, without calculation of the inverse of A

  • Publisher: Yi Cao
  • Date Released: 16-02-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

This is a tool for K-means clustering.

  • Publisher: Yi Cao
  • Date Released: 15-03-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

This is a small but efficient tool to perform K-nearest neighbor search

  • Publisher: Yi Cao
  • Date Released: 13-02-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

Kernel regression is a power full tool for smoothing, image and signal processing, etc

  • Publisher: Yi Cao
  • Date Released: 26-03-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

This package includes a Simulink model of the evaportaor described by Newell and Lee (1989) together with a gradient control system which achieves self-optimizing operation in terms of minimizing the operation cost

  • Publisher: Yi Cao
  • Date Released: 24-06-2013
  • Download Size: 266 KB
  • Download
  • Platform: Matlab, Scripts

The code implements the so called Faddeev-Leverrier algorithm to compute the coefficients of the characteristic polynomial

  • Publisher: Yi Cao
  • Date Released: 18-05-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

A small tool to find all points of a geven data set wihtin the radial or box range around the query point

  • Publisher: Yi Cao
  • Date Released: 17-01-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

Complex step differentiation (CSD) is a superior numerical differentiation approach

  • Publisher: Yi Cao
  • Date Released: 03-04-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

A wrap of fmincon to calculate gradients using symbolic math toolbox

  • Publisher: Yi Cao
  • Date Released: 22-01-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

This is an extremely fast implementation of the famous Hungarian algorithm (aslo known as Munkres' algorithm)

  • Publisher: Yi Cao
  • Date Released: 01-01-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

In Evolutionary Multiobjective Optimization (EMO), an algorithm produces a set of points in the performance space as an estimation of the Pareto front

  • Publisher: Yi Cao
  • Date Released: 24-03-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

The Jonker-Volgenant algorithm is much faster than the famous Hungarian algorithm for the Linear Assignment Problem (LAP)

  • Publisher: Yi Cao
  • Date Released: 15-03-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

The PID controller is the most widely used controller in industrial systems

  • Publisher: Yi Cao
  • Date Released: 17-01-2013
  • Download Size: 31 KB
  • Download
  • Platform: Matlab, Scripts

Most PID tuning rules are based on first-order plus time delay assumption of the plant hence cannot ensure the best control performance

  • Publisher: Yi Cao
  • Date Released: 03-04-2013
  • Download Size: 41 KB
  • Download
  • Platform: Matlab, Scripts

The zip file contains a Simulink model, which describes a Gassian process and the Kalman filter

  • Publisher: Yi Cao
  • Date Released: 19-06-2013
  • Download Size: 82 KB
  • Download
  • Platform: Matlab, Scripts

The Kalman filter is a feedback system.

  • Publisher: Yi Cao
  • Date Released: 03-01-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

Nonlinear state estimation is a challenge problem

  • Publisher: Yi Cao
  • Date Released: 07-02-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

The local linear estimator improves the regression behaviour near the edges of the region over which the data have been collected.

  • Publisher: Yi Cao
  • Date Released: 19-03-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

Complex step differentiation (CSD) is a superior numerical differentiation approach

  • Publisher: Yi Cao
  • Date Released: 17-02-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

A wrap of lsqnonlin to calculate Jacobian using symbolic math toolbox

  • Publisher: Yi Cao
  • Date Released: 09-05-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

A small tool for mortgage calculation.

  • Publisher: Yi Cao
  • Date Released: 17-01-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

This is the first part of the planned series for Model Predictive Control (MPC) tutorials.

  • Publisher: Yi Cao
  • Date Released: 25-02-2013
  • Download Size: 31 KB
  • Download
  • Platform: Matlab, Scripts

As planned, this is the second part of the MPC series.

  • Publisher: Yi Cao
  • Date Released: 23-01-2013
  • Download Size: 31 KB
  • Download
  • Platform: Matlab, Scripts

This is a small but powerful tool for multivariable subspace identification.

  • Publisher: Yi Cao
  • Date Released: 05-01-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

This function implements multivariant Gaussian kernel regression and smoothing

  • Publisher: Yi Cao
  • Date Released: 07-02-2013
  • Download Size: 123 KB
  • Download
  • Platform: Matlab, Scripts

Munkres algorithm (also known as Hungarian algorithm) is an efficient algorithm to solve the assignment problem in polynomial-time

  • Publisher: Yi Cao
  • Date Released: 02-02-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

A moving average implementation using build-in filter, which is very fast.

  • Publisher: Yi Cao
  • Date Released: 17-05-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

The extended Kalman filter can not only estimate states of nonlinear dynamic systems from noisy measurements but also can be used to estimate parameters of a nonlinear system

  • Publisher: Yi Cao
  • Date Released: 02-05-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

Similar to using the extended Kalman filter, Neural Networks can also be trained through parameter estimation using the unscented Kalman filter.

  • Publisher: Yi Cao
  • Date Released: 09-01-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

The Kalman filter can be interpreted as a feedback approach to minimize the least equare error

  • Publisher: Yi Cao
  • Date Released: 11-05-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

Identifying the Pareto Front from a set of points in a multi-objective space is the most important and also the most time-consuming task in multi-objective optimization

  • Publisher: Yi Cao
  • Date Released: 04-02-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

It is motivated by Gianluca Dorini's isParetoSetMember program

  • Publisher: Yi Cao
  • Date Released: 03-05-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

This small tool selects colors for a number of patches so that no any neighboring pair of patches have the same color

  • Publisher: Yi Cao
  • Date Released: 21-01-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

09 Mar 2008 (Updated 08 Apr 2010) An estimate of probability density function of the given random data with bounded support.

  • Publisher: Yi Cao
  • Date Released: 09-04-2013
  • Download Size: 61 KB
  • Download
  • Platform: Matlab, Scripts

A recursive version of the fast solver to provide more tweak handles for those wish to push the 3-minute limits

  • Publisher: Yi Cao
  • Date Released: 27-06-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

The zip file includes the model description in a pdf file, a simulink model of the steam condenser, a function to perform Reaction Curve PID tuning and an m-file to run the model.

  • Publisher: Yi Cao
  • Date Released: 08-03-2013
  • Download Size: 113 KB
  • Download
  • Platform: Matlab, Scripts

This is an updated version of Super Sudoku game with an improved solver

  • Publisher: Yi Cao
  • Date Released: 17-03-2013
  • Download Size: 543 KB
  • Download
  • Platform: Matlab, Scripts

The Kalman filter is actually a feedback approach to minimize the estimation error in terms of sum of square

  • Publisher: Yi Cao
  • Date Released: 21-01-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts

Based on the Gaussian kernel density estimation, it is possible to update the PDF estimation upon receiving new data by using the same bandwidth

  • Publisher: Yi Cao
  • Date Released: 18-04-2013
  • Download Size: 10 KB
  • Download
  • Platform: Matlab, Scripts
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