Human-centered generative design framework: An early design framework to support concept creation and evaluation

HO Demirel, MH Goldstein, X Li… - International Journal of …, 2024 - Taylor & Francis
Generative design uses artificial intelligence-driven algorithms to create and optimize
concept variants that meet or exceed performance requirements beyond what is currently …

Kansei for the digital era

S Schütte, AM Lokman, L Marco-Almagro… - International Journal of …, 2024 - jstage.jst.go.jp
For over 40 years, Kansei-based research and development have been conducted in Japan
and other East Asian countries and these decades of research have influenced Kansei …

A method for product form design of integrating interactive genetic algorithm with the interval hesitation time and user satisfaction

T Wang, M Zhou - International Journal of Industrial Ergonomics, 2020 - Elsevier
Due to the continuous release of new products, manufacturers are paying attention to
customer-oriented design of products that meet user needs to minimize the risk of their …

On the use of utility theory in engineering design

AE Abbas, AH Cadenbach - IEEE Systems Journal, 2016 - ieeexplore.ieee.org
Multiattribute utility theory has a long history of application in engineering and systems
design. These applications rely almost exclusively on two types of utility functions: the …

Estimating and exploring the product form design space using deep generative models

A Burnap, Y Liu, Y Pan, H Lee… - International …, 2016 - asmedigitalcollection.asme.org
Product forms in quantitative design methods are typically expressed with a mathematical
representation such as vectors, trees, graphs, and grammars. Such formal representations …

GenYacht: An interactive generative design system for computer-aided yacht hull design

S Khan, E Gunpinar, B Sener - Ocean Engineering, 2019 - Elsevier
In the present work, a new digital design system, GenYacht, is proposed for the creation of
optimal and user-centred yacht hull forms. GenYacht is a hybrid system involving generative …

Propeller optimization by interactive genetic algorithms and machine learning

I Gypa, M Jansson, K Wolff… - Ship Technology Research, 2023 - Taylor & Francis
Marine propeller design can be carried out with the aid of automated optimization, but
experience shows that a such an approach has still been inferior to manual design in …

Integrating kansei engineering and interactive genetic algorithm in jiangxi red cultural and creative product design

X Kang, S Nagasawa - Journal of Intelligent & Fuzzy Systems, 2023 - content.iospress.com
To show the unique charm of Jiangxi's traditional culture, it is of great importance to apply
Jiangxi's unique red culture to products' creative designs. This paper aims to apply Kansei …

Mining changes in user expectation over time from online reviews

T Hou, B Yannou, Y Leroy… - Journal of …, 2019 - asmedigitalcollection.asme.org
Customers post online reviews at any time. With the timestamp of online reviews, they can
be regarded as a flow of information. With this characteristic, designers can capture the …

A method for product personalized design based on prospect theory improved with interval reference

R Dou, D Lin, G Nan, S Lei - Computers & Industrial Engineering, 2018 - Elsevier
How to rapidly and accurately response to customers' demands is the key in product
personalized design, which could be perfectly achieved by interactive genetic algorithm …