Chixin Xiao

University of Wollongong

Last seen: 3 giorni fa | Attivo dal 2019

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Unified Teaching for Fourier Laplace and Z analysis
Unified Teaching for Fourier, Laplace, and Z analysis by sampling on Rosenbrock

3 giorni fa | 2 download |

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CVaR and VaR
The document is intended as a teaching aid for graduate students who are beginning to study risk-aware optimization and tail-ris...

6 giorni fa | 1 download |

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EXACT INFERENCE IN BAYESIAN NETWORKS
This is an exact inference illustration in Bayesian Networks based on the example given in Figure 14.1, pp511, in [1].

circa un anno fa | 2 download |

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Prediction based on Kriging with EA-evolving Hyperparameters
This script demonstrates the use of Kriging for prediction, with hyperparameters optimized using an Evolutionary Algorithm (EA)....

oltre un anno fa | 2 download |

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MOEA/D and Economic Environmental Dispatch
MOEA/D revised edition which is based on the original edition provided by Prof. Qingfu Zhang and Dr Wudong Liu in 2010

oltre 3 anni fa | 3 download |

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The Linear and Quadratic Approximations and Newton Raphson
A program about Linear and Quadratic Approximations and Newton Raphson

oltre 3 anni fa | 1 download |

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To understand philosophy of RSA cryptosystem
This code segment aims to illustrate the philosophy of RSA cryptosystem by using Symbolic Math Toolbox.

oltre 3 anni fa | 1 download |

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Newton-Raphson method for solving Rosenbrock
To help my students, who are learning Artificial Intelligence, making sense Section 4.2 (Local search in continuous spaces)

oltre 3 anni fa | 3 download |

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Good-Point Array (or Good-Point Set or Good-Node Set)
To produce M points distributed more evenly in the decision space ([0,1]^N) than the uniformly random method does.

oltre 3 anni fa | 5 download |

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Investigation on a non-convex Pareto Frontier(for MOO)
Three aggregate objective functions (AOF), the weighted sum, Tchebycheff and the weighted Lk-metric, are investigated respective...

oltre 3 anni fa | 1 download |

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To Perceive the Local Minima Problem in Optimization
This code segment shows the problem suffered from the local minima due to the choice of the starting points by using Peaks funct...

oltre 3 anni fa | 1 download |

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To solve CSP by using Genetic Algorithm
To solve the Constraint Satisfaction Problems(CSP), as given in Figure 6.1 (pp.204)in (S. Russell and P. Norvig 2002 )

quasi 4 anni fa | 1 download |

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To solve the 8-Queen problem by using Genetic Algorithm
Two genetic algorithms are implemented to solve the 8-queen puzzle according to the idea of S. Russell and P. Norvig, 2002.

quasi 4 anni fa | 1 download |

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TaguchiArray
This algorithm provides the Orthogonal(Taguchi) Array with inputs: Q (the number of the levels) and N (the number of the facto...

quasi 7 anni fa | 3 download |

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