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Optimal Product Portfolio Formulation by Merging Predictive Data Mining With Multilevel Optimization
12 references·13 citing·49 second hop
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(1977)Modularity, flexibility, and knowledge management in product and organization design (1996)Veblen Effects in a Theory of Conspicuous Consumption (1996)The impacts of product modularity on competitive capabilities and performance: An empirical study (2006)The effects of product modularity on competitive performance (2007)Design Rules (2000)Product variety management (2013)Architectural Leverage: Putting Platforms in Context (2014)Bridging differing perspectives on technological platforms: Toward an integrative framework (2014)The power of product platforms : building value and cost leadership (1997)Design for variety: developing standardized and modularized product platform architectures (2002)Modular product platform design (2005)Joint optimization of product family configuration and scaling design by Stackelberg game (2013)Product family architecture design with predictive, data-driven product family design method (2015)Quality Function Deployment : Integrating Customer Requirements into Product Design (1990)Review of uncertainty-based multidisciplinary design optimization methods for aerospace vehicles (2011)Extensions to the design structure matrix for the description of multidisciplinary design, analysis, and optimization processes (2012)Linking Marketing and Engineering Product Design Decisions via Analytical Target Cascading* (2004)Balancing Marketing and Manufacturing Objectives in Product Line Design (2005)A Study of the Diffusion of Alternative Fuel Vehicles: An Agent‐Based Modeling Approach* (2011)
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References

  • 2004Product platform design and customization: Status and promise627 cited
  • 2003Target Cascading in Optimal System Design622 cited
  • 2001Product Differentiation and Commonality in Design: Balancing Revenue and Cost Drivers303 cited
  • 2003Analytical Target Cascading in Automotive Vehicle Design268 cited
  • 2007THE PURE CHARACTERISTICS DEMAND MODEL*244 cited
  • 2000Commonality in product design: Cost saving, valuation change and cannibalization219 cited
  • 2004Product portfolio identification based on association rule mining173 cited
  • 2004Data-mining-based methodology for the design of product families171 cited
  • 2001Assessing value in platformed product family design117 cited
  • 2003Product Family and Platform Portfolio Optimization113 cited
  • 2003Dynamic programming for delayed product differentiation61 cited
  • 2006Data Mining and Fuzzy Clustering to Support Product Family Design52 cited

Cited by

  • 2014Demand Trend Mining for Predictive Life Cycle Design53 cited
  • 2013Product customization of tablet computers based on the information of online reviews by customers34 cited
  • 2016Bi-objective optimization for low-carbon product family design

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31 cited
  • 2014Continuous Preference Trend Mining for Optimal Product Design With Multiple Profit Cycles27 cited
  • 2010Optimal component sharing in a product family by simultaneous consideration of minimum description length and impact metric26 cited
  • 2010A ReliefF attribute weighting and X-means clustering methodology for top-down product family optimization24 cited
  • 2016An integrated Bayesian-Game theoretic approach for product portfolio planning of a multi-attributed product in a duopolistic market21 cited
  • 2011Customer-Driven Optimal Design for Convergence Products19 cited
  • 2019An investigation on the network topology of an evolving product family structure and its robustness and complexity19 cited
  • 2024Integration of data science with product design towards data-driven design17 cited
  • 2022Market-Driven Modularity: Design method developed under a Design Science paradigm15 cited
  • 2022Front-end issues in product family design: systematic literature review and meta-synthesis13 cited
  • 2011Incorporating security considerations into optimal product architecture and component sharing decision in product family design11 cited