کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
478204 1446033 2014 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
On stabilizing volatile product returns
ترجمه فارسی عنوان
بر روی تثبیت محصول فرار از محصول
کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
چکیده انگلیسی


• We model a production-remanufacturing system as a discrete dynamical system.
• We derive explicit conditions for stable, instable or saddle point equilibria.
• For the waste paper industry, we can show that the equilibrium is a saddle point.
• Even small variations of production input proportions could stabilize the system.
• The substitutability of the production inputs is a main driver for chaotic behavior.

As input flows of secondary raw materials show high volatility and tend to behave in a chaotic way, the identification of the main drivers of the dynamic behavior of returns plays a crucial role. Based on a stylized production-recycling system consisting of a set of nonlinear difference equations, we explicitly derive parameter constellations where the system will or will not converge to its equilibrium. Using a constant elasticity of substitution production function, the model is then extended to enable coverage of real world situations. Using waste paper as a reference raw material, we empirically estimate the parameters of the system. By using these regression results, we are able to show that the equilibrium solution is a Lyapunov unstable saddle point. This implies that the system is sensitive on initial conditions that will hence impede the predictability of product returns. Small variations of production input proportions could however stabilize the whole system.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: European Journal of Operational Research - Volume 234, Issue 3, 1 May 2014, Pages 701–708
نویسندگان
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