Optimization for UI design via metaheuristics

Ricardo Soto, Broderick Crawford, Boris Almonacid, Stefanie Niklander, Eduardo Olguín

Resultado de la investigación: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

Resumen

In recent years, different optimization problems have been arose in the context of UI design. Initially those problems were solved by hand with no computational optimization support since the set of potential design combinations was limited. However, when the space of different possible designs increase, the use of optimization algorithms is mandatory. However, several UI design problems are quadratic, for which guaranteeing the global optimum is not possible in polynomial time. Then the use of classic exact methods may not be feasible. In this paper, we briefly present how metaheuristics can straightforwardly be used to model and solve interesting but complex quadratic problems from UI design. In particular, we employ Cuckoo Search, which is a modern optimization technique to solve a well-known problem concerned to keyboard layout optimization.

Idioma originalInglés
Título de la publicación alojadaHCI International 2016 – Posters’ Extended Abstracts - 18th International Conference, HCI International 2016 Proceedings
EditoresConstantine Stephanidis
EditorialSpringer Verlag
Páginas150-154
Número de páginas5
ISBN (versión impresa)9783319405476
DOI
EstadoPublicada - 2016
Publicado de forma externa
Evento18th International Conference on Human-Computer Interaction, HCI International 2016 - Toronto, Canadá
Duración: 17 jul 201622 jul 2016

Serie de la publicación

NombreCommunications in Computer and Information Science
Volumen617
ISSN (versión impresa)1865-0929

Conferencia

Conferencia18th International Conference on Human-Computer Interaction, HCI International 2016
País/TerritorioCanadá
CiudadToronto
Período17/07/1622/07/16

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