Interactive Design Optimization of Layout Problems - Archive ouverte HAL Accéder directement au contenu
Communication Dans Un Congrès Année : 2021

Interactive Design Optimization of Layout Problems

Résumé

Layout optimization plays an important role in the field of industrial engineering. The layout problem presented here involves the real and virtual rectangular components. The real components can be the devices or buildings depending on the application. The space of accessibility associated with the real component is virtual, which allows the user to access the real component in reality, such as facility maintenance. However, most of the layout problems are NP hard. The great complexity of layout problems increase the difficulty in finding a feasible layout design in a reasonable time. To resolve these problems, we propose a hybrid constructive placing strategy which makes the search of feasible designs easier. The multi-objective application presented in this study demonstrates the effectiveness and portability of the method. Since the number of optimal layout designs can be very large, a cluster approach is followed to group all similar solutions. First, the notion of pairwise similarity indicator is introduced to analyze the similarity among the optimized layout designs. Second, the visualization of the hierarchical clustering of similarity matrix is customized. Then for each design, the user can interact with it by locally modifying the position or rotation of the component. The interactivity helps the user evaluate performance of the designs and preferable results are typically achieved.
Fichier principal
Vignette du fichier
hal-03553943.pdf (851.3 Ko) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)

Dates et versions

hal-03553943 , version 1 (23-02-2022)

Licence

Paternité

Identifiants

Citer

Xiaoxiao Song, Emilie Poirson, Yannick Ravaut, Fouad Bennis. Interactive Design Optimization of Layout Problems. IFIP International Conference on Advances in Production Management Systems (APMS 2021), Sep 2021, Nantes, France. pp.387-395, ⟨10.1007/978-3-030-85914-5_41⟩. ⟨hal-03553943⟩
119 Consultations
55 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More