MPC Tutorial IV: DMC Simulink Block and Example
A DMC Simulink block with a demonstration example based the MATLAB demo, heatex
4 years ago | 7 downloads |
TEP Retrofit gSOC Case Study
MATLAB code to design retrofit gSOC for TEP
5 years ago | 2 downloads |
A Benchmark Case for Statistical Process Monitoring - Cranfield Multiphase Flow Facility
Data sets collected in the Cranfield Multiphase Flow Facility for Process Monitoring
7 years ago | 13 downloads |
find the pareto set from n points with k objectives
8 years ago | 3 downloads |
Conjugate Gradient Method
Conjugate Gradient Method to solve a system of linear equations
8 years ago | 22 downloads |
Bivariant Kernel Density Estimation (V2.1)
A tool for bivariant pdf, cdf and icdf estimation using Gaussian kernel function.
9 years ago | 7 downloads |
LAPJV - Jonker-Volgenant Algorithm for Linear Assignment Problem V3.0
A Matlab implementation of the Jonker-Volgenant algorithm solving LAPs.
9 years ago | 5 downloads |
Improvd downward branch and bound algorithm for regression variable selection
Improved downward branch and bound to select the best subset for least squares regression problems.
9 years ago | 3 downloads |
Hungarian Algorithm for Linear Assignment Problems (V2.3)
An extremely fast implementation of the Hungarian algorithm on a native Matlab code.
11 years ago | 37 downloads |
MPC Tutorial III: MPC in Simulink V2
A tutorial on using MPC in Simulink.
11 years ago | 10 downloads |
MPC Tutorial IV - State Space MPC with input increment
functions and simulink block implement state space MPC using input increment
11 years ago | 3 downloads |
MPC Tutorial II: Multivariable and State Space MPC V2.0
A tool and tutorial for multivariable state space MPC
11 years ago | 14 downloads |
Learning the Kalman Filter in Simulink v2.1
A Simulink model to learn the Kalman filter for Gassian processes.
11 years ago | 5 downloads |
Learning the Kalman Filter: A Feedback Perspective
A feedback view of Kalman filter to gain more useful insights.
11 years ago | 6 downloads |
Learning the Unscented Kalman Filter
An implementation of Unscented Kalman Filter for nonlinear state estimation.
11 years ago | 82 downloads |
Patch color selector
Selecting colors for a number of patches to avoid neighboring patches with the same color.
11 years ago | 2 downloads |
Efficient K-Nearest Neighbor Search using JIT
A small but efficient tool to perform KNN search
12 years ago | 5 downloads |
Probability Density Function (PDF) Estimator (V3.2)
An estimate of probability density function of the given random data with bounded support.
12 years ago | 8 downloads |
Bidirectional Branch and Bound for Average Loss Minimization
Two algorithms for selection of controlled variables using the average loss as the criterion.
12 years ago | 3 downloads |
Bidirectional Branch and Bound for Multiobjective Pairing Selection
A bidirectional branch and bound code to perform multiobjective input-output pairing selection.
12 years ago | 1 download |
Bidirectional Branch and Bound Solvers for Worst Case Loss Minimization
Two branch and bound solvers using worst case loss criterion to select controlled variables.
12 years ago | 2 downloads |
Multivariable Subspace Identification: MOESP
A tool for subspace identification using the MOESP algorithm.
12 years ago | 7 downloads |
Configurable Simulink Model for DC-DC Converters with PWM PI Control
A Simulink model configurable to buck, boost and buck-boost DC-DC converters with PWM PI control
13 years ago | 21 downloads |
Bidirectional Branch and Bound Minimum Singular Value Solver (V2)
A branch and bound solver to find the largest minimum singular values among all submatrices.
13 years ago | 2 downloads |
Kernel Smoothing Regression
A non-parametrical regression (smoothing) tool using Gaussian kernel.
13 years ago | 15 downloads |
Munkres Assignment Algorithm
An efficient implementation of the Munkres algorithm for the assignment problem.
13 years ago | 23 downloads |
A tool to estimate the hypervolume indicator
13 years ago | 15 downloads |
Local Linear Kernel Regression
A function to provide local linear estimator of Gaussian kernel regression
13 years ago | 3 downloads |
MPC Tutorial I: Dynamic Matrix Control
A tutorial for beginners to learn dynamic matrix control
13 years ago | 18 downloads |
Relative Gain Array
Function to calculate the RGA, the General RGA, the Input and Output Effectiveness
13 years ago | 10 downloads |