An Agent-Based Fuzzy Collaborative Intelligence Approach for Predicting the Price of a Dynamic Random Access Memory (DRAM) Product
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...
Main Author: | |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2012-05-01
|
Series: | Algorithms |
Subjects: | |
Online Access: | http://www.mdpi.com/1999-4893/5/2/304 |
id |
doaj-1e5f7f3429ad40ed888ab4e54456a371 |
---|---|
record_format |
Article |
spelling |
doaj-1e5f7f3429ad40ed888ab4e54456a3712020-11-24T21:17:07ZengMDPI AGAlgorithms1999-48932012-05-015230431710.3390/a5020304An Agent-Based Fuzzy Collaborative Intelligence Approach for Predicting the Price of a Dynamic Random Access Memory (DRAM) ProductToly ChenPredicting 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.http://www.mdpi.com/1999-4893/5/2/304fuzzy collaborative intelligencedynamic random access memorypredictionagentprice |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Toly Chen |
spellingShingle |
Toly Chen An Agent-Based Fuzzy Collaborative Intelligence Approach for Predicting the Price of a Dynamic Random Access Memory (DRAM) Product Algorithms fuzzy collaborative intelligence dynamic random access memory prediction agent price |
author_facet |
Toly Chen |
author_sort |
Toly Chen |
title |
An Agent-Based Fuzzy Collaborative Intelligence Approach for Predicting the Price of a Dynamic Random Access Memory (DRAM) Product |
title_short |
An Agent-Based Fuzzy Collaborative Intelligence Approach for Predicting the Price of a Dynamic Random Access Memory (DRAM) Product |
title_full |
An Agent-Based Fuzzy Collaborative Intelligence Approach for Predicting the Price of a Dynamic Random Access Memory (DRAM) Product |
title_fullStr |
An Agent-Based Fuzzy Collaborative Intelligence Approach for Predicting the Price of a Dynamic Random Access Memory (DRAM) Product |
title_full_unstemmed |
An Agent-Based Fuzzy Collaborative Intelligence Approach for Predicting the Price of a Dynamic Random Access Memory (DRAM) Product |
title_sort |
agent-based fuzzy collaborative intelligence approach for predicting the price of a dynamic random access memory (dram) product |
publisher |
MDPI AG |
series |
Algorithms |
issn |
1999-4893 |
publishDate |
2012-05-01 |
description |
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. |
topic |
fuzzy collaborative intelligence dynamic random access memory prediction agent price |
url |
http://www.mdpi.com/1999-4893/5/2/304 |
work_keys_str_mv |
AT tolychen anagentbasedfuzzycollaborativeintelligenceapproachforpredictingthepriceofadynamicrandomaccessmemorydramproduct AT tolychen agentbasedfuzzycollaborativeintelligenceapproachforpredictingthepriceofadynamicrandomaccessmemorydramproduct |
_version_ |
1726014072314396672 |