Chixin Xiao
University of Wollongong
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Submitted
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)....
9 days ago | 11 downloads |
Submitted
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
2 years ago | 3 downloads |
Submitted
The Linear and Quadratic Approximations and Newton Raphson
A program about Linear and Quadratic Approximations and Newton Raphson
2 years ago | 1 download |
Submitted
To understand philosophy of RSA cryptosystem
This code segment aims to illustrate the philosophy of RSA cryptosystem by using Symbolic Math Toolbox.
2 years ago | 1 download |
Submitted
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)
2 years ago | 1 download |
Submitted
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.
2 years ago | 1 download |
Submitted
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...
2 years ago | 2 downloads |
Submitted
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...
2 years ago | 2 downloads |
Submitted
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 )
2 years ago | 1 download |
Submitted
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.
2 years ago | 2 downloads |
Submitted
TaguchiArray
This algorithm provides the Orthogonal(Taguchi) Array with inputs: Q (the number of the levels) and N (the number of the facto...
5 years ago | 16 downloads |