COPPER PRICE FORECASTING WITH THE HELP OF ARTIFICIAL NEURAL NETWORK

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RASAM REZA; BASIRI MOHAMMAD HOSSEIN

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Seminar Paper

Paper Information

Seminar: INTERNATIONAL CONFERENCE ON NEW ACHIEVEMENTS IN SCIENCE AND TECHNOLOGY
Year:2017 | Issue:1

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Information Seminar Paper

Title

COPPER PRICE FORECASTING WITH THE HELP OF ARTIFICIAL NEURAL NETWORK

Author(s)

RASAM REZA | BASIRI MOHAMMAD HOSSEIN

Keywords

COPPER

FORECASTING

PRINCIPAL COMPONENTS ANALYSIS

NEURAL NETWORKS FEEDFORWARD BP

Abstract

BECAUSE OF THE COPPER ROLE IN THE METALS EXCHANGE MARKETS, KNOWLEDGE OF THE FUTURE PRICE OF THE METAL IS VERY IMPORTANT. IN THIS PAPER, THE PARAMETERS AFFECTING THE PRICE OF COPPER ARE INVESTIGATED. THEN THE PRINCIPAL COMPONENTS ANALYSIS TO REDUCE THE SIZE OF THE INPUT PARAMETERS USED AND FINALLY FEED FORWARD BACK PROPAGATION NEURAL NETWORK TO FORECAST THE PRICE OF COPPER IS PROVIDED. THE PAPER'S RESULTS INDICATE THAT THREE-LAYER NEURAL NETWORK WITH 6-8-10-1 STRUCTURE AND LM TRAINING ALGORITHM TO FORECAST COPPER PRICES IS BETTER THAN OTHER STRUCTURES AND ALGORITHMS. AND RMSE FOR THIS MODEL IS 243.34.

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APA: Copy

RASAM, REZA, & BASIRI, MOHAMMAD HOSSEIN. (2017). COPPER PRICE FORECASTING WITH THE HELP OF ARTIFICIAL NEURAL NETWORK. INTERNATIONAL CONFERENCE ON NEW ACHIEVEMENTS IN SCIENCE AND TECHNOLOGY. SID. https://sid.ir/paper/948104/en

Vancouver: Copy

RASAM REZA, BASIRI MOHAMMAD HOSSEIN. COPPER PRICE FORECASTING WITH THE HELP OF ARTIFICIAL NEURAL NETWORK. 2017. Available from: https://sid.ir/paper/948104/en

IEEE: Copy

REZA RASAM, and MOHAMMAD HOSSEIN BASIRI, “COPPER PRICE FORECASTING WITH THE HELP OF ARTIFICIAL NEURAL NETWORK,” presented at the INTERNATIONAL CONFERENCE ON NEW ACHIEVEMENTS IN SCIENCE AND TECHNOLOGY. 2017, [Online]. Available: https://sid.ir/paper/948104/en

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