Estimating the Optimal Number of Alternatives to Be Explored in Large Design Spaces: A Step Towards Incorporating Decision Making Cost in Design Decision …

SK Gupta, C Xu - International Design Engineering …, 2002 - asmedigitalcollection.asme.org
Exploration of design spaces is an important step in decision-based design. In consumer
product development, precise design specifications are not known at the beginning of the …

Creating effective decision aids for complex tasks

CC Hayes, F Akhavi - 2008 - conservancy.umn.edu
Engineering design tasks require designers to continually compare, weigh, and choose
among many complex alternatives. The quality of these selection decisions directly impacts …

How do designers choose among multiple noisy information sources in engineering design optimization? an experimental study

AM Chaudhari, I Bilionis… - … and Information in …, 2018 - asmedigitalcollection.asme.org
Designers make process-level decisions to (i) select designs for performance evaluation,(ii)
select information source, and (iii) decide whether to stop design exploration. These …

Information visualization for selection in Design by Shopping

A Abi Akle, S Minel, B Yannou - Research in Engineering Design, 2017 - Springer
Abstract In Design by Shopping, designers explore the design space to gain an insight into
trades, and feasible and impractical solutions, as well as to learn about alternatives before …

The Effect of Design Decisions on Business Decision-Making

C Frazier, U Jones - SAWTOOTH SOFTWARE CONFERENCE, 2004 - academia.edu
There has been a significant amount of research done on the statistical properties of various
discrete choice approaches. These studies tend to devote the bulk of their attention to …

A probabilistic approach for extracting design preferences from design team discussion

H Ji, MC Yang, T Honda - … and Information in …, 2007 - asmedigitalcollection.asme.org
During the formative stage of the design cycle, teams engage in a variety of tasks to arrive at
a design, including selecting among design alternatives. A key notion in design alternative …

Design as a sequential decision process: A method for reducing design set space using models to bound objectives

SW Miller, TW Simpson… - … and Information in …, 2015 - asmedigitalcollection.asme.org
Design is a sequential decision process that increases the detail of modeling and analysis
while simultaneously decreasing the space of alternatives considered. In a decision …

Descriptive models of sequential decisions in engineering design: An experimental study

AM Chaudhari, I Bilionis… - Journal of …, 2020 - asmedigitalcollection.asme.org
Engineering design involves information acquisition decisions such as selecting designs in
the design space for testing, selecting information sources, and deciding when to stop …

Graphical support adapted to designers for the selection of an optimal solution in design by shopping

A Abi Akle, S Minel, B Yannou - International Conference on …, 2015 - hal.science
Design space exploration, that is an embodiment of a paradigm Design by Shopping, refers
to the systematic activity of discovery and evaluation of the elements in the design space in …

Utility-based decision support for selection in engineering design

MG Fernández, CC Seepersad… - International …, 2001 - asmedigitalcollection.asme.org
In this paper we present a utility-based method for selection in engineering design. The
Utility-Based Selection DSP supports a designer in making selection decisions involving …