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Title:Design of row-based flexible manufacturing system with evolutionary computation
Authors:ID Ficko, Mirko (Author)
ID Balič, Jože (Author)
Files:URL http://dx.doi.org/10.1007/978-3-540-85565-1_1
 
Language:English
Work type:Unknown
Typology:1.08 - Published Scientific Conference Contribution
Organization:FS - Faculty of Mechanical Engineering
Abstract:This paper discusses design of flexible manufacturing systems (FMSs) in one or multiple rows. Evolutionary computation, particularly genetic algorithms (GAs) proved to be successful in search of optimal solution for this type of problems. The model of solution, the most suitable way of coding the solutions into the organisms and the selected evolutionary and genetic operators are presented. 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 (GAs). In the end the test results of the application made and the analysis are discussed.
Keywords:flexible manufacturing system design, genetic algorithms, evolutionary computation, intelligent manufacturing systems, artificial intelligence
Year of publishing:2008
PID:20.500.12556/DKUM-26245 New window
UDC:004.8:658.5
ISSN on article:0302-9743
COBISS.SI-ID:12547862 New window
NUK URN:URN:SI:UM:DK:YZXTSBS1
Publication date in DKUM:31.05.2012
Views:2499
Downloads:108
Metadata:XML DC-XML DC-RDF
Categories:Misc.
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Record is a part of a journal

Title:Lecture notes in computer science
Shortened title:Lect. notes comput. sci.
Publisher:Springer
ISSN:0302-9743
COBISS.SI-ID:4292374 New window

Secondary language

Language:English
Keywords:prilagodljivi proizvodni sistemi, načrtovanje prilagodljivih proizvodnih sistemov, evolucijsko računanje, genetski algoritmi, umetna inteligenca, inteligentni proizvodni sistemi


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