This paper proposes an approach for the detection of multiple defects inside a known host medium. Two innovative GA-based techniques are developed by using different strategies for the minimization of a suitably defined cost function. The first implementation is based on a set of parallel GA-based optimization sub-processes, whereas the other consists of a single process based on a variable length coding of the GA chromosomes. A set of representative test cases is analyzed for assessing potentialities and current limitations of the proposed strategy.
Detection of Multiple Defects in Industrial Products by Means of a Non-Destructive Microwave Approach / Benedetti, Manuel; Rosani, Andrea; Massa, Andrea; Pastorino, Matteo; Donelli, Massimo. - ELETTRONICO. - (2011).
Detection of Multiple Defects in Industrial Products by Means of a Non-Destructive Microwave Approach
Benedetti, ManuelPrimo
;Rosani, AndreaPenultimo
;Massa, AndreaUltimo
;Donelli, MassimoSecondo
2011-01-01
Abstract
This paper proposes an approach for the detection of multiple defects inside a known host medium. Two innovative GA-based techniques are developed by using different strategies for the minimization of a suitably defined cost function. The first implementation is based on a set of parallel GA-based optimization sub-processes, whereas the other consists of a single process based on a variable length coding of the GA chromosomes. A set of representative test cases is analyzed for assessing potentialities and current limitations of the proposed strategy.File | Dimensione | Formato | |
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