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DKUM
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Title:
Designing the layout of single- and multiple-rows flexible manufacturing system by genetic algorithms
Authors:
ID
Ficko, Mirko
(
Author
)
ID
Brezočnik, Miran
(
Author
)
ID
Balič, Jože
(
Author
)
Files:
http://dx.doi.org/10.1016/j.jmatprotec.2004.09.012
Language:
English
Work type:
Unknown
Typology:
1.01 - Original Scientific Article
Organization:
FS - Faculty of Mechanical Engineering
Abstract:
The paper presents a model of designing of the flexible manufacturing system (FMS) in one or multiple rows with genetic algorithms (GAs). First the reasons for studying the layout of devices in the FMS are discussed. After studying the properties of the FMS and perusing the methods of layout designing the genetic algorithms methods was selected as the most suitable method for designing the FMS. The genetic algorithm model, the most suitable way of coding the solutions into the organisms and the selected evolutionary and genetic operators are presented. In the model, the automated guided vehicles (AGVs) for transport between components of the FMS were used. In this connection, the most favourable number of rows and the sequence of devices in the individual row are established by means of genetic algorithms. In the end the test results of the application made and the analysis are discussed.
Keywords:
flexible manufacturing systems
,
facility layout
,
optimization
,
genetic algorithms
Year of publishing:
2004
PID:
20.500.12556/DKUM-27536
UDC:
658.5:004.8
ISSN on article:
0924-0136
COBISS.SI-ID:
9087510
NUK URN:
URN:SI:UM:DK:C82NBUIO
Publication date in DKUM:
01.06.2012
Views:
2224
Downloads:
107
Metadata:
Categories:
Misc.
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Record is a part of a journal
Title:
Journal of materials processing technology
Shortened title:
J. mater. process. technol.
Publisher:
Elsevier
ISSN:
0924-0136
COBISS.SI-ID:
30105600
Secondary language
Language:
English
Keywords:
fleksibilni proizvodni sistemi
,
razporejanje naprav
,
genetski algoritem
,
optimiranje
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