• DocumentCode
    3110797
  • Title

    Coping with uncertainties in endogenous technological change models

  • Author

    Ma, Tieju ; Nakamori, Yoshiteru

  • Author_Institution
    Sch. of Knowledge Sci., Japan Adv. Inst. of Sci. & Technol., Ishikawa
  • fYear
    2008
  • fDate
    12-15 Oct. 2008
  • Firstpage
    845
  • Lastpage
    850
  • Abstract
    To date, optimization models of uncertain endogenous technological change models commonly add cost resulting from overestimating technological learning rates into an objective function with a subjective risk factor. This paper argues that applying risk-constrained cost minimization to uncertain endogenous technological change models could be more practicable for decision-making support since it is more explicit and tangible to set an acceptable extra cost than to set a pure subjective risk factor value. This paper applies the risk-constrained method to analyze a simplified energy system with three technologies.
  • Keywords
    decision making; management of change; minimisation; risk analysis; technology management; decision-making support; optimization models; risk-constrained cost minimization; risk-constrained method; simplified energy system; uncertain endogenous technological change models; Biomass; Cost function; Decision making; Investments; Linear programming; Minimization methods; Research and development; Risk analysis; Stochastic processes; Uncertainty; endogenous technological change model; risk-constrained optimization; uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2008. SMC 2008. IEEE International Conference on
  • Conference_Location
    Singapore
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4244-2383-5
  • Electronic_ISBN
    1062-922X
  • Type

    conf

  • DOI
    10.1109/ICSMC.2008.4811385
  • Filename
    4811385