Evolutionary computation for architectural design of restaurant layouts
| dc.contributor.author | Cemre Cubukcuoglu | |
| dc.contributor.author | Ioannis Chatzikonstantinou | |
| dc.contributor.author | I. Sevil Sariyildiz | |
| dc.contributor.author | M. Fatih Tasgetiren | |
| dc.date.accessioned | 2025-10-06T17:52:19Z | |
| dc.date.issued | 2015 | |
| dc.description.abstract | This paper presents the results obtained by NSGA-II and DE on a restaurant layout optimization problem trying to maximize total profit while minimizing investment. The problem entails the configuration of restaurant functions the decisions regarding the restaurant shell composition (fraction and position of windows dimensions) and how to shape and place the kitchen and service areas. The NSGA-II and DE algorithms are implemented in a Parametric Design Environment that is familiar in the architectural practice. We demonstrate that the DE algorithm achieves slightly better performance in terms of hypervolume calculation and achieve promising results when the Pareto front approximation is examined. To the best of our knowledge this is the first application of multi-objective approach for restaurant design. © 2017 Elsevier B.V. All rights reserved. | |
| dc.identifier.doi | 10.1109/CEC.2015.7257166 | |
| dc.identifier.isbn | 9781479974924 | |
| dc.identifier.uri | https://www.scopus.com/inward/record.uri?eid=2-s2.0-84963541510&doi=10.1109%2FCEC.2015.7257166&partnerID=40&md5=f7b5cddd6ad666389290586e47e3b540 | |
| dc.identifier.uri | https://gcris.yasar.edu.tr/handle/123456789/9878 | |
| dc.language.iso | English | |
| dc.publisher | Institute of Electrical and Electronics Engineers Inc. | |
| dc.relation.ispartof | IEEE Congress on Evolutionary Computation CEC 2015 | |
| dc.subject | Architectural Design, Evolutionary Algorithms, Layout Design, Multi-objective Optimization, Parametric Model, Pareto, Approximation Algorithms, Architectural Design, Calculations, Design, Multiobjective Optimization, Optimization, Parameter Estimation, Pareto Principle, De Algorithms, Layout Designs, Layout Optimization, Multi Objective, Parametric Design, Parametric Modeling, Pareto, Total Profits, Evolutionary Algorithms | |
| dc.subject | Approximation algorithms, Architectural design, Calculations, Design, Multiobjective optimization, Optimization, Parameter estimation, Pareto principle, DE algorithms, Layout designs, Layout optimization, Multi objective, Parametric design, Parametric modeling, pareto, Total profits, Evolutionary algorithms | |
| dc.title | Evolutionary computation for architectural design of restaurant layouts | |
| dc.type | Conference Object | |
| dspace.entity.type | Publication | |
| gdc.bip.impulseclass | C4 | |
| gdc.bip.influenceclass | C5 | |
| gdc.bip.popularityclass | C5 | |
| gdc.coar.type | text::conference output | |
| gdc.collaboration.industrial | false | |
| gdc.description.endpage | 2286 | |
| gdc.description.startpage | 2279 | |
| gdc.identifier.openalex | W1480512745 | |
| gdc.index.type | Scopus | |
| gdc.oaire.diamondjournal | false | |
| gdc.oaire.impulse | 4.0 | |
| gdc.oaire.influence | 2.769409E-9 | |
| gdc.oaire.isgreen | true | |
| gdc.oaire.popularity | 2.2816382E-9 | |
| gdc.oaire.publicfunded | false | |
| gdc.oaire.sciencefields | 0211 other engineering and technologies | |
| gdc.oaire.sciencefields | 0202 electrical engineering, electronic engineering, information engineering | |
| gdc.oaire.sciencefields | 02 engineering and technology | |
| gdc.openalex.collaboration | National | |
| gdc.openalex.fwci | 1.4021 | |
| gdc.openalex.normalizedpercentile | 0.81 | |
| gdc.opencitations.count | 7 | |
| gdc.plumx.crossrefcites | 3 | |
| gdc.plumx.mendeley | 22 | |
| gdc.plumx.scopuscites | 7 | |
| gdc.virtual.author | Chatzikonstantinou, ioannis | |
| oaire.citation.endPage | 2286 | |
| oaire.citation.startPage | 2279 | |
| person.identifier.scopus-author-id | Cubukcuoglu- Cemre (57190424919), Chatzikonstantinou- Ioannis (56780236100), Sariyildiz- I. Sevil (6602389006), Tasgetiren- M. Fatih (6505799356) | |
| relation.isAuthorOfPublication | 57aa33ee-f8fb-4865-a0ab-5549b20f674c | |
| relation.isAuthorOfPublication.latestForDiscovery | 57aa33ee-f8fb-4865-a0ab-5549b20f674c | |
| relation.isOrgUnitOfPublication | ac5ddece-c76d-476d-ab30-e4d3029dee37 | |
| relation.isOrgUnitOfPublication.latestForDiscovery | ac5ddece-c76d-476d-ab30-e4d3029dee37 |