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.
A Non-Destructive Microwave Approach for the Detection of Multiple Defects in Industrial Products
Benedetti, Manuel;Franceschini, Davide;Massa, Andrea;Rosani, Andrea;
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 in questo prodotto:
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