Application of Adaptive Evolution Algorithm on real-world Flexible Job Shop Scheduling Problems

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F46747885%3A24210%2F14%3A%230006615" target="_blank" >RIV/46747885:24210/14:#0006615 - isvavai.cz</a>

Výsledek na webu

<a href="http://www.mme2014.upol.cz/downloads/MME_2014_Proceedings.pdf" target="_blank" >http://www.mme2014.upol.cz/downloads/MME_2014_Proceedings.pdf</a>

DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Application of Adaptive Evolution Algorithm on real-world Flexible Job Shop Scheduling Problems

Popis výsledku v původním jazyce

Nowadays, scheduling of the manufacturing systems using heuristic algorithms; is a greatly debated, yet hardly ever used. There are several reasons such as complexity of available algorithms in the terms of setting up algorithm operators, the timespan ofthe optimization and suitability of the scheduling to the given manufacturing system. This article concerns with the application of optimization methods on Flexible Job Shop Scheduling Problems (FJSSP) in the engineering small and medium enterprises (SME). There is briefly debated the way how SME are scheduling their manufacturing processes. Further, there is briefly described FJSSP model together with additionally used real-world constrains as setup with and without a necessity to have a part, transport and shift system. Developed Evolution Algorithm with adaptive procedure to set population size and number of generation is shown in the following section. Article also briefly describes developed methodology of assessing the appropriat

Název v anglickém jazyce

Application of Adaptive Evolution Algorithm on real-world Flexible Job Shop Scheduling Problems

Popis výsledku anglicky

Nowadays, scheduling of the manufacturing systems using heuristic algorithms; is a greatly debated, yet hardly ever used. There are several reasons such as complexity of available algorithms in the terms of setting up algorithm operators, the timespan ofthe optimization and suitability of the scheduling to the given manufacturing system. This article concerns with the application of optimization methods on Flexible Job Shop Scheduling Problems (FJSSP) in the engineering small and medium enterprises (SME). There is briefly debated the way how SME are scheduling their manufacturing processes. Further, there is briefly described FJSSP model together with additionally used real-world constrains as setup with and without a necessity to have a part, transport and shift system. Developed Evolution Algorithm with adaptive procedure to set population size and number of generation is shown in the following section. Article also briefly describes developed methodology of assessing the appropriat

Druh

D - Stať ve sborníku

CEP obor

JR - Ostatní strojírenství

OECD FORD obor

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Projekt

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Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2014

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

32nd International Conference Mathematical Methods in Economics MME 2014

ISBN

978-80-244-4209-9

ISSN

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e-ISSN

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Počet stran výsledku

6

Strana od-do

425 - 430

Název nakladatele

Palacký University

Místo vydání

Olomouc

Místo konání akce

Olomouc

Datum konání akce

10. 9. 2014

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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