Image reconstruction of two-dimensional impenetrable objects using geneticalgorithm

Citation
Zq. Meng et al., Image reconstruction of two-dimensional impenetrable objects using geneticalgorithm, J ELECTROM, 13(1), 1999, pp. 95-118
Citations number
13
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
JOURNAL OF ELECTROMAGNETIC WAVES AND APPLICATIONS
ISSN journal
09205071 → ACNP
Volume
13
Issue
1
Year of publication
1999
Pages
95 - 118
Database
ISI
SICI code
0920-5071(1999)13:1<95:IROTIO>2.0.ZU;2-A
Abstract
A genetic algorithm (GA) approach to reconstruction of the locations and sh apes of two-dimensional impenetrable objects from scattered field data is p resented. Local shape function method is used in the forward model, while a GA is used to seek for a solution minimizing the discrepancy between the m easured and the estimated scattered fields in the inverse process. Some GA operators appropriate for the 2-D objects are proposed to achieve a high co nvergence rate. Several numerical results are presented to demonstrate the effectiveness of the GA approach.