Fuzzy set theory is also another useful tool to increase forecast efficiency and effectiveness. This chapter summarizes and classifies forecasting techniques ...

Abstract. Forecasting is an important part of decision making as many of our de- cisions are based on predictions of future unknown events.

Forecasting provides critical inputs to various manufacturing-related processes, such as production planning, inventory management, capital budgeting, ...

Fuzzy and Grey Forecasting Techniques and Their Applications in Production Systems. Cengiz Kahraman, Mesut Yavuz, Ihsan Kaya. Fuzzy and Grey Forecasting ...

The grey model GM(1,1) is a popular forecasting method when using limited time series data and is successfully applied to management and engineering ...

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The examined methods include fuzzy time series, fuzzy regression, adaptive network-based fuzzy inference system and fuzzy rule based systems. The literature ...

Sep 27, 2023 · This paper presents the implementation and analysis of two approaches (fuzzy and conventional). Using hourly data from buildings at the ...

This section briefly introduces the concepts of the grey forecasting model and the fuzzy theory which serve as the basis of the construction of the forecasting ...

The result of this research is the production planning decision support system model that applied the Fuzzy Tsukamoto method, which can provide a ...