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Partial Least-Squares and Discriminant Analysis
A tutorial and tool using PLS for discriminant analysis.

14 years ago | 19 downloads |

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Learning PID Tuning III: Performance Index Optimization
A tool and tutorial to perform optimal PID tuning

14 years ago | 8 downloads |

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Bhattacharyya Distance Measure for Pattern Recognition
A Tool to calculate the Bhattacharyya Distance Measure for Pattern Recognition

14 years ago | 10 downloads |

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The Optimal ITAE Transfer Function for Step Input
Revisit the optimal ITAE transfer function using numerical optimization and digital computer

14 years ago | 4 downloads |

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Nonlinear least square optimization through parameter estimation using the Unscented Kalman Filter
A function using the unscented Kalman filter to perform nonlinear least square nonlinear optimizatio

14 years ago | 5 downloads |

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Neural Network training using the Extended Kalman Filter
A function using the extended Kalman filter to train MLP neural networks

14 years ago | 4 downloads |

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Learning the Extended Kalman Filter
An implementation of Extended Kalman Filter for nonlinear state estimation.

14 years ago | 38 downloads |

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fminconCSD
A wrap of fmincon using complex step differentiation to calculate gradient

14 years ago | 1 download |

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Simulink Library: Performance Index
A small simulink library to provide performance index measurements.

14 years ago | 17 downloads |

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Mortgage
A small tool for mortgage calculation

14 years ago | 2 downloads |

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Stochastic Subspace Realization
A tool to identify a state space model from stochastic signals

14 years ago | 2 downloads |

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Efficient K-Means Clustering using JIT
A simple but fast tool for K-means clustering

14 years ago | 1 download |

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Fast Range Search through JIT (ver 2)
A small but fast tool to perform range search.

14 years ago | 1 download |

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Efficient Kernel Smoothing Regression using KD-Tree
Efficiency improved multivariant kernel regression using kd-tree

14 years ago | 3 downloads |

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Multivariant Kernel Regression and Smoothing
A multivariant Gaussian kernel regression and smoothing tool.

14 years ago | 4 downloads |

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Evaporator and Gradient Control
A Simulink model of an evaporator with gradient control

14 years ago | 1 download |

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Update PDF Estimation
Update PDF estimation upon receiving new data

14 years ago | 1 download |

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Benchmarking Sudoku Solvers
Benchmarking various sudoku solvers

14 years ago | 1 download |

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Pseudo-Inverse Update
Two rank-one pseudo-inverse update functions.

14 years ago | 3 downloads |

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Update Inverse Matrix
update inverse of matrix after appending or reducing one coulmn and one row.

14 years ago | 3 downloads |

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Faddeev-Leverrier Algorithm
An iterative approach to generate characteristic polynomial coefficients

14 years ago | 3 downloads |

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linearizor
A complement tool and tutorial for nonlinear dynamic system linearization

14 years ago | 1 download |

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Steam Condenser Model and PI Control
A dynamic model of a steam condenser with PID control.

14 years ago | 4 downloads |

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Neural Network training using the Unscented Kalman Filter
A function using the unscented Kalman filter to train MLP neural networks

14 years ago | 5 downloads |

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Learning PID Tuning II: Stability Margin
A tutorial to learn Ziegler-Nichols PID tuning

14 years ago | 7 downloads |

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Learning PID Tuning I: Process Reaction Curve
process reaction curve approach to tune PID controller

14 years ago | 3 downloads |

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Unconstrained Optimization using the Extended Kalman Filter
A function using the extended Kalman filter to perform unconstrained nonlinear optimization

14 years ago | 2 downloads |

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Super Sudoku V2
New version of Super Sudoku with an updated solver.

14 years ago | 1 download |

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Learning the Kalman-Bucy Filter in Simulink
A Simulink model to learn the continuous-time Kalman-Bucy Filter

14 years ago | 8 downloads |

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Complex step Jacobian
Calculate Jacobian using complex step differentiation

14 years ago | 3 downloads |

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