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
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;
Conference_Titel :
Systems, Man and Cybernetics, 2008. SMC 2008. IEEE International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-2383-5
Electronic_ISBN :
1062-922X
DOI :
10.1109/ICSMC.2008.4811385