Plant Layout Optimization Using Evolutionary Algorithms

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21450%2F19%3A00337280" target="_blank" >RIV/68407700:21450/19:00337280 - isvavai.cz</a>

Nalezeny alternativní kódy

RIV/68407700:21730/19:00337280

Výsledek na webu

<a href="https://link.springer.com/chapter/10.1007/978-3-030-27878-6_14" target="_blank" >https://link.springer.com/chapter/10.1007/978-3-030-27878-6_14</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/978-3-030-27878-6_14" target="_blank" >10.1007/978-3-030-27878-6_14</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Plant Layout Optimization Using Evolutionary Algorithms

Popis výsledku v původním jazyce

Facility layout problems, i.e., optimal placement of production units in a plant, become an inseparable part of manufacturing systems design and management. They are known to greatly impact the system performance. This paper proposes a new formulation of the facility layout problem where workstations are to be placed into a hall. Within the hall, obstacles and communications can be defined. Each workstation can have multiple handling spaces attached to its sides and oriented links can be defined between workstations. A new evolutionary-based approach to solve this facility layout problem is proposed in single-objective as well as multi-objective variant. The method is experimentally evaluated on a set of standard VLSI floorplanning benchmarks as well as on the data set created specifically for the proposed facility layout problem. Results show the method is both competitive to the state-of-the-art floorplanners on the VLSI benchmarks and produces high-quality solutions to the proposed facility layout problem.

Název v anglickém jazyce

Plant Layout Optimization Using Evolutionary Algorithms

Popis výsledku anglicky

Facility layout problems, i.e., optimal placement of production units in a plant, become an inseparable part of manufacturing systems design and management. They are known to greatly impact the system performance. This paper proposes a new formulation of the facility layout problem where workstations are to be placed into a hall. Within the hall, obstacles and communications can be defined. Each workstation can have multiple handling spaces attached to its sides and oriented links can be defined between workstations. A new evolutionary-based approach to solve this facility layout problem is proposed in single-objective as well as multi-objective variant. The method is experimentally evaluated on a set of standard VLSI floorplanning benchmarks as well as on the data set created specifically for the proposed facility layout problem. Results show the method is both competitive to the state-of-the-art floorplanners on the VLSI benchmarks and produces high-quality solutions to the proposed facility layout problem.

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

20204 - Robotics and automatic control

Projekt

<a href="/cs/project/EF16_026%2F0008432" target="_blank" >EF16_026/0008432: Klastr 4.0 - Metodologie systémové integrace</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Rok uplatnění

2019

Kód důvěrnosti údajů

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

Název statě ve sborníku

Industrial Applications of Holonic and Multi-Agent Systems

ISBN

978-3-030-27877-9

ISSN

0302-9743

e-ISSN

—

Počet stran výsledku

16

Strana od-do

173-188

Název nakladatele

Springer

Místo vydání

Wien

Místo konání akce

Linz

Datum konání akce

26. 8. 2019

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

000611680100014