One-Day-Ahead Temperature Prediction Using a New Neural Network
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نویسنده
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Rahmani A. M. ,Teshnehlab M
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منبع
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international journal of industrial engineering and production research - 2005 - دوره : 16 - شماره : 3 - صفحه:1 -8
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چکیده
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This paper introduces a new structure in neural networks called as tdcmac(time delay cerebellar model articulation controller), an extension to the conventional cmac-.td-cmac has reasonable ability in time series prediction and requires fewer memory sizes. the suggested new model, ·the conventional cmac and the classical multi-layer perceptron neural network (mlp) are demonstrated and validated for one-day-ahead prediction of daily minimum/maximum temperature. the comparison between different models shows that the td-cmac is likely to be suitable for our purpose
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کلیدواژه
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Time Delay Cerebellar Model Arithmetic Computer (TD-CMAC) ,Time series ,Multi-layer perceptron ,Daily minimum/maximum temperature ,One-dayaheadprediction
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آدرس
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islamic azad university, Department of Computer Engineering, ایران, k.n.toosi university of technology, Department of Electrical Engineering, ایران
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پست الکترونیکی
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teshnehlab@eetd.kntu.c.ir.
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