Algorithms 2012, 5(2), 304-317; doi:10.3390/a5020304
Article

An Agent-Based Fuzzy Collaborative Intelligence Approach for Predicting the Price of a Dynamic Random Access Memory (DRAM) Product

Department of Industrial Engineering and Systems Management, Feng Chia University, Taichung City, 407 Taiwan
Received: 9 April 2012; in revised form: 7 May 2012 / Accepted: 9 May 2012 / Published: 24 May 2012
PDF Full-text Download PDF Full-Text [291 KB, uploaded 24 May 2012 10:57 CEST]
Abstract: Predicting the price of a dynamic random access memory (DRAM) product is a critical task to the manufacturer. However, it is not easy to contend with the uncertainty of the price. In order to effectively predict the price of a DRAM product, an agent-based fuzzy collaborative intelligence approach is proposed in this study. In the agent-based fuzzy collaborative intelligence approach, each agent uses a fuzzy neural network to predict the DRAM price based on its view. The agent then communicates its view and forecasting results to other agents with the aid of an automatic collaboration mechanism. According to the experimental results, the overall performance was improved through the agents’ collaboration.
Keywords: fuzzy collaborative intelligence; dynamic random access memory; prediction; agent; price

Article Statistics

Load and display the download statistics.

Citations to this Article

Cite This Article

MDPI and ACS Style

Chen, T. An Agent-Based Fuzzy Collaborative Intelligence Approach for Predicting the Price of a Dynamic Random Access Memory (DRAM) Product. Algorithms 2012, 5, 304-317.

AMA Style

Chen T. An Agent-Based Fuzzy Collaborative Intelligence Approach for Predicting the Price of a Dynamic Random Access Memory (DRAM) Product. Algorithms. 2012; 5(2):304-317.

Chicago/Turabian Style

Chen, Toly. 2012. "An Agent-Based Fuzzy Collaborative Intelligence Approach for Predicting the Price of a Dynamic Random Access Memory (DRAM) Product." Algorithms 5, no. 2: 304-317.

Algorithms EISSN 1999-4893 Published by MDPI AG, Basel, Switzerland RSS E-Mail Table of Contents Alert