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Optimization of a platform configuration with generational changes

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  • Suryakant,
  • Tyagi, Satish

Abstract

Platform is an established strategy for producing customized products while managing the economy of scale. Innovation in various areas makes different components in a platform outdated or redundant within a short span of time. This poses severe challenge to the robustness of the platform configuration that efficiently satisfies the volatile needs of the customers from various segments. Therefore, deciding the platform configuration that can adequately accommodate generational changes in the product design is emerging as a new challenge. This paper deals with optimization of a platform configuration through a couple of product generations. For this, specifications from different customers and their probable attribute changes are mapped to product׳s utility, which signifies importance of each component through a period of time. Utility by cost ratio for different products forms the basic variable for optimizing the configuration of a platform. An illustrative example is detailed to demonstrate the methodology adopted in exploring the optimal platform configuration. This paper incorporates an intelligent DNA-based technique to reach the optimal configuration. The results of simulated DNA computation are compared with that of genetic algorithm (GA). The results show significant improvement in the number of objective function evaluations before reaching the optimal result, against that of GA thus establishing its superiority in numerical optimization.

Suggested Citation

  • Suryakant, & Tyagi, Satish, 2015. "Optimization of a platform configuration with generational changes," International Journal of Production Economics, Elsevier, vol. 169(C), pages 299-309.
    • Handle: RePEc:eee:proeco:v:169:y:2015:i:c:p:299-309
    DOI: 10.1016/j.ijpe.2015.08.013
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    References listed on IDEAS

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    1. V. Krishnan & Saurabh Gupta, 2001. "Appropriateness and Impact of Platform-Based Product Development," Management Science, INFORMS, vol. 47(1), pages 52-68, January.
    2. Koufteros, Xenophon & Lu, Guanyi & Peters, Richard C. & Lai, Kee-hung & Wong, Christina W.Y. & Edwin Cheng, T.C., 2014. "Product development practices, manufacturing practices, and performance: A mediational perspective," International Journal of Production Economics, Elsevier, vol. 156(C), pages 83-97.
    3. Preyas Desai & Sunder Kekre & Suresh Radhakrishnan & Kannan Srinivasan, 2001. "Product Differentiation and Commonality in Design: Balancing Revenue and Cost Drivers," Management Science, INFORMS, vol. 47(1), pages 37-51, January.
    4. ,, 2000. "Problems And Solutions," Econometric Theory, Cambridge University Press, vol. 16(2), pages 287-299, April.
    5. Brun, Alessandro & Zorzini, Marta, 2009. "Evaluation of product customization strategies through modularization and postponement," International Journal of Production Economics, Elsevier, vol. 120(1), pages 205-220, July.
    6. Marc H. Meyer & Peter Tertzakian & James M. Utterback, 1997. "Metrics for Managing Research and Development in the Context of the Product Family," Management Science, INFORMS, vol. 43(1), pages 88-111, January.
    7. Wu, Cheng-Han, 2012. "Price and service competition between new and remanufactured products in a two-echelon supply chain," International Journal of Production Economics, Elsevier, vol. 140(1), pages 496-507.
    8. Wei, Xiupeng & Xu, Guanglin & Kusiak, Andrew, 2014. "Modeling and optimization of a chiller plant," Energy, Elsevier, vol. 73(C), pages 898-907.
    9. Muffatto, Moreno, 1999. "Introducing a platform strategy in product development," International Journal of Production Economics, Elsevier, vol. 60(1), pages 145-153, April.
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