A robust firefly algorithm with backpropagation neural networks for solving hydrogeneration prediction
Hydrogeneration prediction typically has composite structures such as nonlinearity, non-stationarity, and fluctuation, which converts its predicting to be very tough. The applications of backpropagation neural network (BPNN) are very various and saturated. The linear threshold part of the BPNN produ...
| Main Authors: | Hammid, Ali Thaeer, M. H., Sulaiman, Awad, Omar I. |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Springer
2018
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/23312/ http://umpir.ump.edu.my/id/eprint/23312/1/A%20robust%20firefly%20algorithm%20with%20backpropagation%20neural%20networks%20for%20solving%20hydrogeneration%20prediction%20-%20s00202-018-0732-6.pdf |
Similar Items
Optimization and control of hydro generation scheduling using hybrid firefly algorithm and particle swarm optimization techniques
by: Hammid, Ali Thaeer
Published: (2018)
by: Hammid, Ali Thaeer
Published: (2018)
Optimum Power Production of Small Hydropower Plant (SHP) Using Firefly Algorithm (FA) in Himreen Lake Dam (HLD), Eastern Iraq
by: Hammid, Ali Thaeer, et al.
Published: (2017)
by: Hammid, Ali Thaeer, et al.
Published: (2017)
Prediction of small hydropower plant power production in Himreen Lake dam (HLD) using artificial neural network
by: Hammid, Ali Thaeer, et al.
Published: (2018)
by: Hammid, Ali Thaeer, et al.
Published: (2018)
Hybrid firefly algorithm–neural network for battery remaining useful life estimation
by: Zuriani, Mustaffa, et al.
Published: (2024)
by: Zuriani, Mustaffa, et al.
Published: (2024)
Acceleration Strategies For The Backpropagation
Neural Network Learning Algorithm
by: Zainuddin, Zarita
Published: (2001)
by: Zainuddin, Zarita
Published: (2001)
Modified Firefly Algorithm in Solving Economic
Dispatch Problems with Practical Constraints
by: M. H., Sulaiman
Published: (2012)
by: M. H., Sulaiman
Published: (2012)
Recurrent neural network with backpropagation through time for speech recognition
by: Ahmad, A. M., et al.
Published: (2004)
by: Ahmad, A. M., et al.
Published: (2004)
Comparative analysis of firefly algorithm for solving optimization problems
by: Wahid, Fazli, et al.
Published: (2017)
by: Wahid, Fazli, et al.
Published: (2017)
Backpropagation Neural Network For Colour Recognition
by: AL-Naqeeb, Abdul Aziz Hussien
Published: (2002)
by: AL-Naqeeb, Abdul Aziz Hussien
Published: (2002)
A Review of Optimization Algorithms in Solving Hydro Generation Scheduling Problems
by: Hammid, Ali Thaeer, et al.
Published: (2020)
by: Hammid, Ali Thaeer, et al.
Published: (2020)
Investigation of firefly algorithm and chaos firefly algorithm for load prequency control / Zaid Najid
by: Zaid, Najid
Published: (2015)
by: Zaid, Najid
Published: (2015)
Optimal Long-Term Hydro Generation Scheduling of Small Hydropower Plant (SHP) using Metaheuristic Algorithm in Himreen Lake Dam
by: Hammid, Ali Thaeer, et al.
Published: (2017)
by: Hammid, Ali Thaeer, et al.
Published: (2017)
Classification of Typed Characters Using Backpropagation Neural Network
by: Alamelu, Subbiah
Published: (2001)
by: Alamelu, Subbiah
Published: (2001)
Dilution prediction in underground open stope mining using gene expression programming and backpropagation artificial neural network algorithms
by: Chimunhu, Prosper, et al.
Published: (2025)
by: Chimunhu, Prosper, et al.
Published: (2025)
Firefly analytical hierarchy algorithm for optimal allocation and sizing of DG in distribution network
by: Noor Ropidah, Bujal, et al.
Published: (2022)
by: Noor Ropidah, Bujal, et al.
Published: (2022)
Backpropagation neural network based on local search strategy and enhanced multi-objective evolutionary algorithm for breast cancer diagnosis
by: Ashraf Osman, Ibrahim, et al.
Published: (2019)
by: Ashraf Osman, Ibrahim, et al.
Published: (2019)
Hybrid of firefly algorithm and pattern search for solving optimization problems
by: Wahid, Fazli, et al.
Published: (2018)
by: Wahid, Fazli, et al.
Published: (2018)
Rainfall-induced landslide prediction using backpropagation neural network / Noor Munirah Md Saad
by: Md Saad, Noor Munirah
Published: (2006)
by: Md Saad, Noor Munirah
Published: (2006)
An approach to detect QRS complex using backpropagation neural network
by: Reaz, Mamun Bin Ibne, et al.
Published: (2006)
by: Reaz, Mamun Bin Ibne, et al.
Published: (2006)
Feedforward backpropagation, genetic algorithm approaches for predicting reference evapotranspiration
by: Shafika Sultan Abdullah,, et al.
Published: (2015)
by: Shafika Sultan Abdullah,, et al.
Published: (2015)
An enhanced opposition-based firefly algorithm for solving
complex optimization problems
by: Ling, Ai Wong, et al.
Published: (2014)
by: Ling, Ai Wong, et al.
Published: (2014)
A faster learning neural network classifier using selective backpropagation
by: Craven, Michael P.
Published: (1997)
by: Craven, Michael P.
Published: (1997)
Optimal Allocation and Sizing of Distributed Generation in Distribution System via Firefly Algorithm
by: Mohd Wazir, Mustafa, et al.
Published: (2012)
by: Mohd Wazir, Mustafa, et al.
Published: (2012)
Optimization of the hidden layer of a multilayer perceptron with backpropagation (bp) network using hybrid k-means-greedy algorithm (kga) for time series prediction
by: Tan, James Yiaw Beng
Published: (2012)
by: Tan, James Yiaw Beng
Published: (2012)
Implementing artificial neural networks and genetic algorithms to solve modeling and optimisation of biogas production
by: Abdul Sahli, Fakharudin, et al.
Published: (2013)
by: Abdul Sahli, Fakharudin, et al.
Published: (2013)
Letter recognition using backpropagation algorithm
by: Azrul Hafiz, Awang
Published: (2010)
by: Azrul Hafiz, Awang
Published: (2010)
Series division method based on PSO and FA to optimize Long-Term Hydro Generation Scheduling
by: Hammid, Ali Thaeer, et al.
Published: (2018)
by: Hammid, Ali Thaeer, et al.
Published: (2018)
Offline handwritten character recognition using backpropagation neural network / Masnizah Mohadi
by: Mohadi, Masnizah
Published: (2005)
by: Mohadi, Masnizah
Published: (2005)
Recognition of isolated elements picture using backpropagation neural network / Melati Sabtu
by: Sabtu, Melati
Published: (2005)
by: Sabtu, Melati
Published: (2005)
Optical character recognition using backpropagation neural network for handwritten digit characters
by: Yap, Mei Ing, et al.
Published: (2021)
by: Yap, Mei Ing, et al.
Published: (2021)
Botnet Detection Using a Feed-Forward Backpropagation Artificial Neural Network
by: Ahmed, Abdulghani Ali
Published: (2019)
by: Ahmed, Abdulghani Ali
Published: (2019)
Detecting mango fruits by using randomized hough transform and backpropagation neural network
Impact of fusel oil moisture reduction on the fuel properties and combustion characteristics of SI engine fueled with gasoline-fusel oil blends
by: Awad, Omar I., et al.
Published: (2018)
by: Awad, Omar I., et al.
Published: (2018)
A novel hybrid classification model of genetic algorithms, modified k-Nearest Neighbor and developed backpropagation neural network
by: Salari, Nader, et al.
Published: (2014)
by: Salari, Nader, et al.
Published: (2014)
Parallel implementation on improved error signal of backpropagation algorithm
by: Mohd Aris, Teh Noranis, et al.
Published: (2002)
by: Mohd Aris, Teh Noranis, et al.
Published: (2002)
Improving generalization in backpropagation networks architectures
by: Ali Adlan, Hanan Hassan, et al.
Published: (2005)
by: Ali Adlan, Hanan Hassan, et al.
Published: (2005)
Consolidated backpropagation neural network for Malaysian construction costs indices data with outliers problem
by: Ahmad Kamaruddin, Saadi, et al.
Published: (2018)
by: Ahmad Kamaruddin, Saadi, et al.
Published: (2018)
Three-term backpropagation algorithm for classification problem
by: Saman, Fadhlina Izzah
Published: (2006)
by: Saman, Fadhlina Izzah
Published: (2006)
Sensitivity identification of low-frequency cantilever fibre bragg grating accelerometer using cascade-forward backpropagation neural network
by: Khalid, N. S., et al.
Published: (2022)
by: Khalid, N. S., et al.
Published: (2022)
Prediction analysis of COVID-19 in Selangor by using Backpropagation Algorithm with Conjugate Gradient Method
by: Noor Amirah Ajmal Khan,, et al.
Published: (2024)
by: Noor Amirah Ajmal Khan,, et al.
Published: (2024)
Similar Items
-
Optimization and control of hydro generation scheduling using hybrid firefly algorithm and particle swarm optimization techniques
by: Hammid, Ali Thaeer
Published: (2018) -
Optimum Power Production of Small Hydropower Plant (SHP) Using Firefly Algorithm (FA) in Himreen Lake Dam (HLD), Eastern Iraq
by: Hammid, Ali Thaeer, et al.
Published: (2017) -
Prediction of small hydropower plant power production in Himreen Lake dam (HLD) using artificial neural network
by: Hammid, Ali Thaeer, et al.
Published: (2018) -
Hybrid firefly algorithm–neural network for battery remaining useful life estimation
by: Zuriani, Mustaffa, et al.
Published: (2024) -
Acceleration Strategies For The Backpropagation
Neural Network Learning Algorithm
by: Zainuddin, Zarita
Published: (2001)