Chixin Xiao
University of Wollongong
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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].
7 months 前 | 1 次下载 |
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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)....
10 months 前 | 2 次下载 |
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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
3 years 前 | 1 次下载 |
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The Linear and Quadratic Approximations and Newton Raphson
A program about Linear and Quadratic Approximations and Newton Raphson
3 years 前 | 1 次下载 |
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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.
3 years 前 | 1 次下载 |
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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)
3 years 前 | 3 次下载 |
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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.
3 years 前 | 1 次下载 |
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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...
3 years 前 | 1 次下载 |
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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...
3 years 前 | 1 次下载 |
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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 )
3 years 前 | 1 次下载 |
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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.
3 years 前 | 1 次下载 |
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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...
6 years 前 | 7 次下载 |
