Bookcover of Image Reconstruction of a Manufacturing Process
Booktitle:

Image Reconstruction of a Manufacturing Process

A Genetic Programming Approach

LAP LAMBERT Academic Publishing (2011-04-03 )

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ISBN-13:

978-3-8443-2569-0

ISBN-10:
3844325697
EAN:
9783844325690
Book language:
English
Blurb/Shorttext:
Evolutionary Computation (EC) is one of the most attractive techniques in the area of Computer Science. EC includes Genetic Algorithms (GAs), Genetic Programming (GP), Evolutionary Strategy (ES) and Evolutionary Programming (EP). GP have been widely used to solve a variety of problems in image enhancement, analysis and segmentation. This book explores the use of GP as a powerful approach to solve the image reconstruction problem for Lost Foam Casting (LFC) manufacturing process. The data set was collected using the Electrical Capacitance Tomography (ECT) technique. ECT is one of the most attractive technique for industrial process imaging because of its low construction cost, safety, non-invasiveness, non-intrusiveness, fast data acquisition, simple structure, wide application field and suitability for most kinds of flask and vessels. GP found to be a very efficient algorithm in producing a mathematical model of image pixels in a form of Lisp expression. A Graphical User Interface (GUI) Toolbox based Matlab was developed to help analyzing and visualizing the reconstructed images based GP problem. The reported results are promising.
Publishing house:
LAP LAMBERT Academic Publishing
Website:
https://www.lap-publishing.com/
By (author) :
Alaa Afeef, Alaa Sheta, Adnan Al-Rabea
Number of pages:
100
Published on:
2011-04-03
Stock:
Available
Category:
Technology
Price:
49.00 €
Keywords:
Electrical Capacitance Tomography, manufacturing process, Industrial Process, Process Tomography, Image reconstruction, Lost Foam Casting, Evolutionary Computation, Genetic Programming, Matlab, ansys., process tomography, Genetic Programming, Ansys

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