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Chixin Xiao


University of Wollongong

Last seen: 5 Tage vor |  Aktiv seit 2019

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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)....

5 Tage vor | 10 Downloads |

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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

etwa 2 Jahre vor | 3 Downloads |

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

etwa 2 Jahre vor | 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.

etwa 2 Jahre vor | 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)

etwa 2 Jahre vor | 1 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.

etwa 2 Jahre vor | 1 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...

etwa 2 Jahre vor | 2 Downloads |

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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...

etwa 2 Jahre vor | 2 Downloads |

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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 )

mehr als 2 Jahre vor | 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.

mehr als 2 Jahre vor | 2 Downloads |

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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...

mehr als 5 Jahre vor | 15 Downloads |