Co-creative Product Design with Interactive Evolutionary Algorithms: A Practice-Based Reflection

Severi Uusitalo*, Anna Kantosalo, Antti Salovaara, Tapio Takala, Christian Guckelsberger

*Tämän työn vastaava kirjoittaja

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussaConference contributionScientificvertaisarvioitu

1 Sitaatiot (Scopus)
117 Lataukset (Pure)

Abstrakti

Progress in AI has brought about new approaches for designing products via co-creative human–computer interaction. In architecture, interior design, and industrial design, computational methods such as evolutionary algorithms support the designer’s creative process by revealing populations of generated design solutions in a parametric design space. However, the benefits and shortcomings of such algorithms for designers are not yet fully understood. This paper reports the in-depth, in-situ and longitudinal experiences of one industrial designer using an interactive evolutionary algorithm in a non-trivial creative product design task. Our study sheds light on the intricate interaction between algorithm, human designer and their environment. It identifies, amongst others, the algorithm’s contributions to design inspiration and to overcoming fixation. We contribute concrete proposals for the future study of co-creative AI in design exploration and creative practice.
AlkuperäiskieliEnglanti
OtsikkoArtificial Intelligence in Music, Sound, Art and Design - 11th International Conference, EvoMUSART 2022, Held as Part of EvoStar 2022, Proceedings
Alaotsikko11th International Conference, EvoMUSART 2022, Held as Part of EvoStar 2022, Madrid, Spain, April 20–22, 2022, Proceedings
ToimittajatTiago Martins, Nereida Rodríguez-Fernández, Sérgio M. Rebelo
KustantajaSpringer
Sivut292-307
ISBN (elektroninen)978-3-031-03789-4
ISBN (painettu)978-3-031-03788-7
DOI - pysyväislinkit
TilaJulkaistu - 15 huhtik. 2022
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisussa
TapahtumaInternational Conference on Artificial Intelligence in Music, Sound, Art and Design - Madrid, Espanja
Kesto: 20 huhtik. 202222 huhtik. 2022
Konferenssinumero: 11

Julkaisusarja

NimiLecture Notes in Computer Science
KustantajaSpringer
Vuosikerta13221
ISSN (painettu)0302-9743

Conference

ConferenceInternational Conference on Artificial Intelligence in Music, Sound, Art and Design
LyhennettäEvoMUSART
Maa/AlueEspanja
KaupunkiMadrid
Ajanjakso20/04/202222/04/2022

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