Method for Automatic Furniture Placement Based on Simulated Annealing and Genetic Algorithm
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21240%2F21%3A00357559" target="_blank" >RIV/68407700:21240/21:00357559 - isvavai.cz</a>
Result on the web
<a href="https://link.springer.com/chapter/10.1007/978-3-030-79457-6_41" target="_blank" >https://link.springer.com/chapter/10.1007/978-3-030-79457-6_41</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-030-79457-6_41" target="_blank" >10.1007/978-3-030-79457-6_41</a>
Alternative languages
Result language
angličtina
Original language name
Method for Automatic Furniture Placement Based on Simulated Annealing and Genetic Algorithm
Original language description
This paper deals with a method for the automatic furniture placement, which combines simulated annealing and genetic algorithm. The system proceeds similarly to a human interior designer when designing a furniture layout. First, functional zones are designed and distributed using simulated annealing, then the genetic algorithm is used to distribute the furniture in a specific functional zone. Unlike previous work that uses genetic algorithms to solve a similar problem, our method uses a combination of functional zone design and the genetic algorithm is used to optimize the placement of furniture in a given zone. The algorithm is designed in a way not to be limited to simple rectangular room floor planes, but rather to be able furnish rooms with more complicated floor plans. Experimental results generated for the differently shaped rooms are presented.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2021
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Advances and Trends in Artificial Intelligence. Artificial Intelligence Practices
ISBN
978-3-030-79456-9
ISSN
1611-3349
e-ISSN
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Number of pages
12
Pages from-to
480-491
Publisher name
Springer Nature Switzerland AG
Place of publication
Basel
Event location
Kuala Lumpur
Event date
Jul 26, 2021
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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