Estimates of energy consumption in Turkey using neural networks with the teaching–learning-based optimization algorithm

The main objective of the present study was to apply the ANN (artificial neural network) model with the TLBO (teaching–learning-based optimization) algorithm to estimate energy consumption in Turkey. Gross domestic product, population, import, and export data were selected as independent variables i...

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Veröffentlicht in:	Energy (Oxford) Jg. 75; S. 295 - 303
Hauptverfasser:	Uzlu, Ergun, Kankal, Murat, Akpınar, Adem, Dede, Tayfun
Format:	Journal Article Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	Kidlington Elsevier Ltd 01.10.2014 Elsevier
Schlagworte:	Algorithms Applied sciences data collection Energy Energy consumption Energy consumption/demand Estimates Exact sciences and technology exports gross domestic product imports Learning theory Mathematical models natural resources Neural networks oils Optimization Projection Teaching–learning-based optimization algorithm Turkey Turkey (country) Asia Turkey Turkey (country) Teaching–learning-based optimization algorithm Turkey Energy consumption/demand Neural networks Energy consumption Neural network Algorithm Optimization Teaching
ISSN:	0360-5442
Online-Zugang:	Volltext
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