Optimizing Feed Forward Backpropagation Neural Network Based on Teaching-Learning-Based Optimization Algorithm for Long-Term Electricity Forecasting

International Journal of Intelligent Engineering and Systems ◽

10.22266/ijies2022.0228.02 ◽

2022 ◽

Vol 15 (1) ◽

Keyword(s):

Neural Network ◽

Optimization Algorithm ◽

Backpropagation Neural Network ◽

Feed Forward ◽

Teaching Learning Based Optimization ◽

Teaching Learning

Download Full-text

Optimization of a PV fed water pumping system without storage based on teaching-learning-based optimization algorithm and artificial neural network

Solar Energy ◽

10.1016/j.solener.2016.09.022 ◽

2016 ◽

Vol 139 ◽

pp. 199-212 ◽

Author(s):

Mahmoud M. Elkholy ◽

Ahmed Fathy

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Optimization Algorithm ◽

Pumping System ◽

Water Pumping ◽

Teaching Learning Based Optimization ◽

Artificial Neural ◽

Teaching Learning

Download Full-text

A Hybrid Forecasting Model Based on Artificial Neural Network and Teaching Learning Based Optimization Algorithm for Day-Ahead Wind Speed Prediction

Intelligent Computing Techniques for Smart Energy Systems - Lecture Notes in Electrical Engineering ◽

10.1007/978-981-15-0214-9_49 ◽

2019 ◽

pp. 455-463 ◽

Author(s):

Madasthu Santhosh ◽

Chintham Venkaiah ◽

D. M. Vinod Kumar

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Optimization Algorithm ◽

Forecasting Model ◽

Wind Speed Prediction ◽

Speed Prediction ◽

Teaching Learning Based Optimization ◽

Hybrid Forecasting ◽

Teaching Learning

Download Full-text

Hermite orthogonal basis neural network based on improved teaching-learning-based optimization algorithm for chaotic time series prediction

Acta Physica Sinica ◽

10.7498/aps.64.200506 ◽

2015 ◽

Vol 64 (20) ◽

pp. 200506

Author(s):

Li Rui-Guo ◽

Zhang Hong-Li ◽

Fan Wen-Hui ◽

Wang Ya

Keyword(s):

Neural Network ◽

Time Series ◽

Optimization Algorithm ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Orthogonal Basis ◽

Teaching Learning Based Optimization ◽

Chaotic Time Series Prediction ◽

Teaching Learning

Download Full-text

Selection of laser bending process parameters for maximal deformation angle through neural network and teaching–learning-based optimization algorithm

Soft Computing ◽

10.1007/s00500-014-1282-0 ◽

2014 ◽

Vol 19 (3) ◽

pp. 609-620 ◽

Author(s):

Mahyar Omidvar ◽

Reza Kashiry Fard ◽

Hamed Sohrabpoor ◽

Reza Teimouri

Keyword(s):

Neural Network ◽

Process Parameters ◽

Optimization Algorithm ◽

Laser Bending ◽

Bending Process ◽

Teaching Learning Based Optimization ◽

Teaching Learning ◽

Download Full-text

Optimizing a Higher Order Neural Network Through Teaching Learning Based Optimization Algorithm

Advances in Intelligent Systems and Computing - Computational Intelligence in Data Mining—Volume 1 ◽

10.1007/978-81-322-2734-2_7 ◽

2015 ◽

pp. 57-71 ◽

Author(s):

Janmenjoy Nayak ◽

Bighnaraj Naik ◽

H. S. Behera

Keyword(s):

Neural Network ◽

Optimization Algorithm ◽

Higher Order ◽

Teaching Learning Based Optimization ◽

Teaching Learning

Download Full-text

Neural network approach with teaching–learning-based optimization for modeling and forecasting long-term electric energy demand in Turkey

Neural Computing and Applications ◽

10.1007/s00521-016-2409-2 ◽

2016 ◽

Vol 28 (S1) ◽

pp. 737-747 ◽

Author(s):

Murat Kankal ◽

Ergun Uzlu

Keyword(s):

Neural Network ◽

Energy Demand ◽

Electric Energy ◽

Network Approach ◽

Neural Network Approach ◽

Modeling And Forecasting ◽

Teaching Learning Based Optimization ◽

Teaching Learning

Download Full-text

Teaching–Learning-Based Optimization Algorithm for Path Planning and Task Allocation in Multi-robot Plant Inspection System

Arabian Journal for Science and Engineering ◽

10.1007/s13369-021-05710-8 ◽

2021 ◽

Author(s):

Arindam Majumder ◽

Abhishek Majumder ◽

Rahul Bhaumik

Keyword(s):

Path Planning ◽

Optimization Algorithm ◽

Task Allocation ◽

Inspection System ◽

Teaching Learning Based Optimization ◽

Teaching Learning ◽

Plant Inspection ◽

And Task ◽

Download Full-text

Experimental Investigation on EDM of Si3N4-TiN using Grey Relational Analysis coupled with Teaching-Learning-Based Optimization Algorithm

Ceramics International ◽

10.1016/j.ceramint.2021.03.262 ◽

2021 ◽

Author(s):

V.P. Srinivasan ◽

P.K. Palani ◽

S. Balamurugan

Keyword(s):

Experimental Investigation ◽

Optimization Algorithm ◽

Grey Relational Analysis ◽

Relational Analysis ◽

Teaching Learning Based Optimization ◽

Teaching Learning ◽

Grey Relational

Download Full-text

Power management in a microgrid using Teaching Learning Based Optimization Algorithm

SoutheastCon 2017 ◽

10.1109/secon.2017.7925273 ◽

2017 ◽

Author(s):

Eric D. Collins ◽

Bhuvana Ramachandran

Keyword(s):

Power Management ◽

Optimization Algorithm ◽

Teaching Learning Based Optimization ◽

Teaching Learning

Download Full-text

Image Segmentation Using Teaching-Learning-Based Optimization Algorithm and Fuzzy Entropy

2015 15th International Conference on Computational Science and Its Applications ◽

10.1109/iccsa.2015.10 ◽

2015 ◽

Author(s):

Baljit Singh Khehra ◽

Amarpartap Singh Pharwaha

Keyword(s):

Image Segmentation ◽

Optimization Algorithm ◽

Fuzzy Entropy ◽

Teaching Learning Based Optimization ◽

Teaching Learning

Download Full-text