Chixin Xiao
University of Wollongong
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Estadística
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Enviada
Unified Teaching for Fourier Laplace and Z analysis
Unified Teaching for Fourier, Laplace, and Z analysis by sampling on Rosenbrock
5 meses hace | 7 descargas |
Enviada
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 meses hace | 4 descargas |
Enviada
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].
más de 1 año hace | 8 descargas |
Enviada
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)....
casi 2 años hace | 25 descargas |
Enviada
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
casi 4 años hace | 119 descargas |
Enviada
The Linear and Quadratic Approximations and Newton Raphson
A program about Linear and Quadratic Approximations and Newton Raphson
casi 4 años hace | 23 descargas |
Enviada
To understand philosophy of RSA cryptosystem
This code segment aims to illustrate the philosophy of RSA cryptosystem by using Symbolic Math Toolbox.
casi 4 años hace | 24 descargas |
Enviada
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)
casi 4 años hace | 50 descargas |
Enviada
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.
casi 4 años hace | 132 descargas |
Enviada
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...
casi 4 años hace | 134 descargas |
Enviada
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...
casi 4 años hace | 49 descargas |
Enviada
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 )
más de 4 años hace | 44 descargas |
Enviada
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.
más de 4 años hace | 117 descargas |
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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...
más de 7 años hace | 925 descargas |
