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Information Seminar Paper

Title

STUDY OF VARIABLE SHAPE PARAMETER STRATEGIES IN RBFS: A NEW APPROACH

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 Start Page | End Page

Abstract

 EXISTENCE OF SHAPE PARAMETER AS A FREE POSITIVE PARAMETER IN RADIAL BASIS FUNCTIONS (RBFS) IS ONE OF THE MOST PROPERTIES OF THEM THAT HAS AN IMPORTANT ROLE IN ACCURACY WHEN THEY ARE USED AS BASIS FOR APPROXIMATION A FUNCTION. TWO KINDS OF STRATEGIES HAVE BEEN PROVIDED FOR SELECTING SHAPE PARAMETER, CONSTANT SHAPE PARAMETER (CSP) AND VARIABLE SHAPE PARAMETER (VSP) STRATEGIES. IN THIS PAPER, WE REVIEW AND STUDY VSP STRATEGIES WITH THEIR PROPERTIES NUMERICALLY, THEN SPECIFY THE CONDITIONS THAT MAKE AN APPROPRIATE STRATEGY. FINALLY, A NEW VSP STRATEGY WITH BETTER RESULTS RATHER THAN PREVIOUS ONES IS PROPOSED.

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