Research on Demand Prediction Based on Supply Chain Management
نویسندگان
چکیده
منابع مشابه
Research 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...
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Demand prediction is a hot research field in markets management, especially for fresh agricultural products prediction based on supply chain management. Based on BP neural network, a new demand prediction algorithm for fresh agricultural products is presented in the paper. First, the structure and data indicators of BP neural network algorithm are redesigned and the training function is selecte...
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E D P R Demand forecasts play a crucial role for supply chain management. The future demand for a certain product is the basis for the respective replenishment systems. Several forecasting techniques have been developed, each one with its particular advantages and disadvantages compared to other approaches. This motivates the development of hybrid systems combining different techniques and thei...
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We present a new approach for decentralized coordination in light of asymmetric information. The basic idea is to perform an iterative exchange of primal information, like proposals for purchase and supply quantities, in order to identify improvements over an initial, uncoordinated solution. Unlike most existing approaches, it will coordinate decisions of two or more decentralized parties, prov...
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Applying data mining technology to find out hidden knowledge, relationship and trend from a huge amount of data information accumulated in the supply chain will help enterprises use the acquired knowledge to improve decision quality of supply chain management. Based on the discussion of data mining function and the problems in supply chain management, this paper analyzed the application of data...
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ژورنال
عنوان ژورنال: Journal of Applied Sciences
سال: 2013
ISSN: 1812-5654
DOI: 10.3923/jas.2013.4336.4339