A New Algorithm for Demand Prediction of Fresh Agricultural Product Supply Chain
نویسندگان
چکیده
منابع مشابه
A New Algorithm for Demand Prediction of Fresh Agricultural Product Supply Chain
Demand prediction plays a key role in supply chain management of fresh agricultural products enterprises and its algorithm research is a hotspot for the researchers related. A new algorithm for demand prediction of supply chain management of fresh agricultural products is advanced based on BP neural network and immune genetic particle swarm optimization algorithm. First, the deficiencies of tra...
متن کاملAlgorithm Research for Supply Chain Demand Prediction - Taking Fresh Agricultural Product Enterprises as Example
Supply chain demand prediction plays a very important role for enterprises to realize sales and markets management target effectively, especially for fresh agricultural product enterprises. A new model for supply chain demand prediction for fresh agricultural product enterprises is presented based on improved BP neural network. First the advantages and disadvantages of BP neural network algorit...
متن کاملA New Hybrid Prediction Reduces the Bullwhip Effect of Demand in a Three-level Supply Chain
In this paper, we present a new predictive hybrid model using discrete wavelet transform (DWT), and the artificial neural network (ANN) to reduce the bullwhip effect of demand in supply chain to obtain a real amount of final customer demand. Also, we compare our result with more comprehensive sample of previous research to extend the scope of our study. In this new research our methodology is c...
متن کاملResearch on Demand Prediction of Fresh Food Supply Chain Based on Improved Particle Swarm Optimization Algorithm
Demand prediction of supply chain is an important content and the first premise in supply management of different enterprises and has become one of the difficulties and hot research fields for the researchers related. The paper takes fresh food demand prediction for example and presents a new algorithm for predicting demand of fresh food supply chain. First, the working principle and the root c...
متن کاملResearch on the Fresh Agricultural Product Supply Chain Coordination with Supply Disruptions
This paper develops a dynamicmodel in a one-supplier-one-retailer fresh agricultural product supply chain that experiences supply disruptions during the planning horizon.The optimal solutions in the centralized and decentralized supply chains are studied. It is found that the retailer’s optimal order quantity and the maximum total supply chain profit in the decentralized supply chain with whole...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Advance Journal of Food Science and Technology
سال: 2014
ISSN: 2042-4868,2042-4876
DOI: 10.19026/ajfst.6.80