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Design of row-based flexible manufacturing system with evolutionary computation [Elektronski vir]Ficko, Mirko ; Balič, JožeThis 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.Vir: Knowledge-Based Intelligent Information and Engineering Systems, KES 2008, 12th Intenational Conference, Zagreb, Croatia, September 3-5, 2008 [Elektronski vir] : proceedings (Vol. 5178, 2008, str. 1-8)Vrsta gradiva - prispevek na konferenciLeto - 2008Jezik - angleškiCOBISS.SI-ID - 12547862
Avtor
Ficko, Mirko |
Balič, Jože
Teme
prilagodljivi proizvodni sistemi |
načrtovanje prilagodljivih proizvodnih sistemov |
evolucijsko računanje |
genetski algoritmi |
umetna inteligenca |
inteligentni proizvodni sistemi |
flexible manufacturing system design |
genetic algorithms |
evolutionary computation |
intelligent manufacturing systems |
artificial intelligence
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JCR | SNIP | JCR | SNIP | JCR | SNIP | JCR | SNIP |
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Ficko, Mirko | 20231 |
Balič, Jože | 04011 |
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