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Integrated evolutionary computation environment for optimizing and modeling of manufacturing processesBrezočnik, Miran ; Kovačič, Miha, 1974-The paper shows the concepl of an integraled evolutionary computation environment for solving of manufacturing problems. The integrated environment consists of two parts: the genetic programming ... sub-system (modeler) and the genetic algorithm sub-system (optimizer). If the model of the manufacturing process is already known, only optimizalion of the model parameters is necessary in the optimizer sub-system. If mathematical model is unknown, it has to be found out in the modeler sub-system. Because of the generality of the evolutionary environment it can be efflectively used in different areas. The paper is concluded with a practical example showing the genetic based approach for modeling of manufacturing processes on the basis of experimental data.Vir: Proceedings (Str. 107-110)Vrsta gradiva - prispevek na konferenciLeto - 2002Jezik - angleškiCOBISS.SI-ID - 7399446
Avtor
Brezočnik, Miran |
Kovačič, Miha, 1974-
Teme
proizvodni procesi |
inteligentni obdelovalni sistemi |
genetsko programiranje |
genetski algoritmi |
evolucijsko računanje |
evolucijske optimizacijske metode |
manufacturing |
intelligent manufacturing systems |
genetic programming |
genetic algorithms |
evolutionary computation |
evolutionary optimisation method
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JCR | SNIP | JCR | SNIP | JCR | SNIP | JCR | SNIP |
Baze podatkov, v katerih je revija indeksirana
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Povezave do osebnih bibliografij avtorjev | Povezave do podatkov o raziskovalcih v sistemu SICRIS |
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Brezočnik, Miran | 12657 |
Kovačič, Miha, 1974- | 21381 |
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