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2008 International Symposiums on Information Processing
A Transformation Function for Finding Better Minima
May 23-May 25
ISBN: 978-0-7695-3151-9
This paper presents a class of transformation function, the T-F function, for finding better minimizers in global optimization. We first give the definition of the T-F function and prove that under some general assumptions this proposed function posses the characters of both tunneling function and filled function. Then we design an algorithm based on T-F function. Last, we make a numerical test. The numerical results show that our transformation function is very effective in finding better minima.
Index Terms:
Filled function, local minimizer, global minimizer, optimization problem
Citation:
Weixiang Wang, Youlin Shang, "A Transformation Function for Finding Better Minima," isip, pp.753-757, 2008 International Symposiums on Information Processing, 2008
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