.... To demonstrate its utility, we applied this framework to the design for market systems with a case study on vacuum cleaners. The objective is to increase the sales of a vacuum cleaner or its market share by optimizing its design attributes, such as suction power and weight, with the consideration of market...

... echanical D esign . 10 05 2023 03 05 2024 06 05 2024 13 06 2024 Graphical Abstract Figure decision theory design for market systems design theory consumer choice National Science Foundation 10.13039/100000001 CMMI-1943438 Integral...

... . 08 07 2022 11 01 2023 12 01 2023 20 02 2023 product platform learning by doing design for market systems design optimization mixed-integer nonlinear programing global optimization mathematical programming with equilibrium constraints mathematical programming...

... accurately.This article presents an agent-based modeling (ABM) framework for design for market systems analysis that incorporates social network word-of-mouth (WOM) recommendations. To investigate influences of homophily-driven WOM and network structures on consumer preferences and the prediction of market demand...

... design for market systems optimal design competitor logit nested logit mixed logit composite elemental heterogeneity design automation design methodology design optimization Carnegie Mellon University 10.13039/100008047 Engineering and Public Policy Division of Civil...

... Automation Committee of ASME for publication in the J ournal of M echanical D esign . 08 04 2020 04 05 2021 04 05 2021 19 07 2021 omitted variables choice models consumer utility design for market systems decision based design design optimization National...

... 12 12 2019 engineering design product competition dynamic network analysis ERGM STERGM design for market systems user-centered design In a dynamic market environment, product competition changes over time [ 1 ], e.g., due to release of new products, withdrawal of outdated...

... in the form of random utility models). The Design for Market Systems special session was created specifically in the Design Automation Conference for advancing our understanding of design in the content of a market, extending from the decision-based design framework introduced by Hazelrigg. Since...

... ECHANICAL D ESIGN . Manuscript received November 18, 2017; final manuscript received June 13, 2018; published online July 31, 2018. Editor: Wei Chen. 18 11 2017 13 06 2018 Design Design automation Design for market systems Design optimization Sustainable design Policy...

.... Design automation Design for market systems Design optimization Product design Copyright © 2017 by ASME 2017 1050-0472/2017/139(2)/021402/14/ $25.00 ...

... Design for market systems Design optimization Multidisciplinary design Product design Systems design Optimization Car sharing services offer a sustainable transportation alternative with the potential to reduce emissions, congestion, parking demand, and rider cost, while increasing user...

... in the fidelity of the resulting design conclusions. Design preference modeling has been investigated in design for market systems, where quantitative engineering and marketing models are linked to improve enterprise-wide decision making [ 16 – 18 ]. In such frameworks, the design preference model is used...

... comparative information on environmental impacts [ 3 ]. In the context of “design for market systems,” an emerging research field that addresses design problems from an interdisciplinary, multistakeholder perspective, these choice models are often used to optimize designs and pricing schemes to maximize...

... that higher model predictive power does not necessarily imply more profitable design decisions; different model forms can provide “descriptive” rather than “predictive” information that is useful for design. Design automation Design for market systems Design optimization Product design...

... of customer choices, the practical implementation is challenged by the availability of choice set data [ 11 , 12 ]. Design for market systems In this paper, we propose a data-driven network analysis based approach to predict individual choice sets for customer choice modeling in engineering...

...,” http://www.bloomberg.com [46] Bureau of Labor Statistics , 2014 , “Average Energy Prices,” Detroit-Ann Arbor-Flint, http://www.bls.gov [47] Kang , N. , 2014 , “ Multidomain Demand Modeling in Design for Market Systems ,” Ph.D. thesis, University of Michigan, Ann Arbor, MI. CS...

... cycle times are decreasing with the addition of new technological aids in design simulation and testing. However, customer preferences are also rapidly changing due to quickened industrial clockspeeds [( 4 )]. design evaluation design for market systems hierarchical modeling dynamic partial...

... . 10.1287/mnsc.46.8.1137.12028 28 Frischknecht , B. , Whitefoot K. , and Papalambros , P. Y. , 2010 , “ On the Suitability of Econometric Demand Models in Design for Market Systems ,” J. Mech. Des. , 132 ( 12 ), pp. 57 – 68 . 10.1115/1.4002941 29 Raman , K...

... . 10.1073/pnas.0706929105 09 10 2008 23 03 2009 04 06 2009 marketing optimisation pricing product design product development profitability design for market systems game theory Nash equilibrium Stackelberg demand model logit mathematical programs...

... a decision-maker who will set margin in order to maximize profit. design for market systems new product development channel structure game theory Nash equilibrium optimization heterogeneity consumer behaviour game theory product development profitability retailing 04 12 2007...