The impact of VMAX activation function in particle swarm optimization neural network
Back propagation (BP) Network is the most common technique in Artificial Neural Network (ANN) learning. However, major disadvantages of BP are its convergence rate is relatively slow and always being trapped at the local minima. Therefore, latest optimization technique, Particle Swarm Optimization (...
| Main Author: | Lee, Yiew Siang |
|---|---|
| Format: | Thesis |
| Language: | English |
| Published: |
2008
|
| Subjects: | |
| Online Access: | http://eprints.utm.my/9456/ http://eprints.utm.my/9456/1/LeeYiewSiangFSKSM2008.pdf |
Similar Items
Particle swarm optimization for neural network learning enhancement
by: Abdull Hamed, Haza Nuzly
Published: (2006)
by: Abdull Hamed, Haza Nuzly
Published: (2006)
Enhancement of elman recurrent network learning with particle swarm optimization
by: Ab. Aziz, Mohamad Firdaus
Published: (2007)
by: Ab. Aziz, Mohamad Firdaus
Published: (2007)
Particle swarm optimization of neural controller for tanker ship steering
by: Loo, C. K., et al.
Published: (2007)
by: Loo, C. K., et al.
Published: (2007)
Particle swarm optimization of neural controller for tanker ship steering
by: Loo, C. K., et al.
Published: (2007)
by: Loo, C. K., et al.
Published: (2007)
Improved particle swarm optimization by fast annealing algorithm
by: Bashath, Samar, et al.
Published: (2019)
by: Bashath, Samar, et al.
Published: (2019)
Operation sequencing using modified particle swarm optimization
by: Zakaria, Zalmiyah, et al.
Published: (2007)
by: Zakaria, Zalmiyah, et al.
Published: (2007)
Particle swarm optimization and Voronoi Diagram for wireless sensor networks coverage optimization
by: Ab Aziz, Nor Azlina, et al.
Published: (2007)
by: Ab Aziz, Nor Azlina, et al.
Published: (2007)
Wavelength Converters Placement in All Optical Networks Using Particle Swarm Optimization
by: Teo, Choon Fang, et al.
Published: (2005)
by: Teo, Choon Fang, et al.
Published: (2005)
Performance analysis of grinding process via particle swarm optimization
by: Ting, , TO, et al.
Published: (2005)
by: Ting, , TO, et al.
Published: (2005)
Intelligent Web caching using neurocomputing and particle swarm optimization algorithm
by: Sulaiman, Sarina, et al.
Published: (2008)
by: Sulaiman, Sarina, et al.
Published: (2008)
Global Best Local Neighborhood in Particle Swarm Optimization in Dynamic Environment
by: Zalili, Musa, et al.
Published: (2018)
by: Zalili, Musa, et al.
Published: (2018)
A study on premature convergence and its prevention in particle swarm optimization
by: Abdullah Asuhaimi, Farhana
Published: (2007)
by: Abdullah Asuhaimi, Farhana
Published: (2007)
Segment Particle Swarm Optimization Adoption for Large-Scale Kinetic Parameter Identification of Metabolic Network Model
by: Azrag, M. A. K., et al.
Published: (2018)
by: Azrag, M. A. K., et al.
Published: (2018)
Enhanced segment particle swarm optimization for large-scale kinetic parameter estimation of escherichia coli network model
by: Mohammed Adam, Kunna Azrag
Published: (2021)
by: Mohammed Adam, Kunna Azrag
Published: (2021)
A new intrusion detection system based on fast learning network and particle swarm optimization
by: Ali, Mohammed Hasan, et al.
Published: (2018)
by: Ali, Mohammed Hasan, et al.
Published: (2018)
Particle swarm optimization with noising metaheuristics for solving network shortest path problem
by: Mohemmed, Ammar W., et al.
Published: (2007)
by: Mohemmed, Ammar W., et al.
Published: (2007)
Particle swarm optimization with area extension (AEPSO)
by: Atyabi, A, et al.
Published: (2007)
by: Atyabi, A, et al.
Published: (2007)
The quadriceps muscle of knee joint modelling using Hybrid Particle Swarm Optimization-Neural Network (PSO-NN)
by: Ahmad Kamaruddin, Saadi, et al.
Published: (2017)
by: Ahmad Kamaruddin, Saadi, et al.
Published: (2017)
Clustering chemical data set using particle swarm optimization based algorithm
by: Triyono, Triyono
Published: (2008)
by: Triyono, Triyono
Published: (2008)
A Wavelet-Based Particle Swarm Optimization Algorithm for Digital Image Watermarking
by: Jasni, Mohamad Zain, et al.
Published: (2012)
by: Jasni, Mohamad Zain, et al.
Published: (2012)
Topologi kejiranan gabungan rangkaian kohonen dan particle swarm optimization (pso)
by: Forkan, Fadni, et al.
Published: (2006)
by: Forkan, Fadni, et al.
Published: (2006)
Particle swarm optimization (PSO)-based clustering algorithm for handwritten digits recognition
by: Sahel Ba-Karait, Nasser Omer
Published: (2007)
by: Sahel Ba-Karait, Nasser Omer
Published: (2007)
Artificial neural network-salp-swarm algorithm for stock price prediction
by: Zuriani, Mustaffa, et al.
Published: (2024)
by: Zuriani, Mustaffa, et al.
Published: (2024)
A particle swarm approach for grinding process optimization analysis
by: Lee, T. S., et al.
Published: (2007)
by: Lee, T. S., et al.
Published: (2007)
Efficient Computation of Shortest Paths in Networks Using Particle Swarm Optimization and Noising Metaheuristics
by: Mohemmed, Ammar W., et al.
Published: (2007)
by: Mohemmed, Ammar W., et al.
Published: (2007)
A wireless sensor network coverage optimization algorithm based on particle swarm optimization and Voronoi diagram
by: Ab Aziz, Nor Azlina, et al.
Published: (2009)
by: Ab Aziz, Nor Azlina, et al.
Published: (2009)
The fusion of particle swarm optimization (PSO) and interior point method (IPM) as cooperative movement control algorithm in Swarm Robotics / Dada Emmanuel Gbenga
by: Dada Emmanuel, Gbenga
Published: (2016)
by: Dada Emmanuel, Gbenga
Published: (2016)
Solving Unit Commitment Problem Using Hybrid Particle Swarm Optimization
by: Ting, Tiew-On, et al.
Published: (2003)
by: Ting, Tiew-On, et al.
Published: (2003)
Network Intrusion Detection Framework Based on Whale Swarm Algorithm and Artificial Neural Network in Cloud Computing
by: Fahad, Ahmed Mohammed, et al.
Published: (2019)
by: Fahad, Ahmed Mohammed, et al.
Published: (2019)
Solving shortest path problem using particle swarm optimization
by: Mohemmed, Ammar W., et al.
Published: (2008)
by: Mohemmed, Ammar W., et al.
Published: (2008)
Android Malware classification using static code analysis and Apriori algorithm improved with particle swarm optimization
by: Adebayo, Olawale Surajudeen, et al.
Published: (2014)
by: Adebayo, Olawale Surajudeen, et al.
Published: (2014)
Particle Swarm Optimization Combined with Local Search and Velocity Re-Initialization for Shortest Path Computation in Networks
by: Mohemmed, Ammar W., et al.
Published: (2007)
by: Mohemmed, Ammar W., et al.
Published: (2007)
Neural network modeling and optimization for spray-drying coconut milk using genetic algorithm and particle swarm optimization
by: Lee, Jesee Kar Ming
Published: (2022)
by: Lee, Jesee Kar Ming
Published: (2022)
A fast learning network with improved particle swarm optimization for intrusion detection system
by: Ali, Mohammed Hasan
Published: (2019)
by: Ali, Mohammed Hasan
Published: (2019)
Transitional particle swarm optimization
by: Nor Azlina, Ab. Aziz, et al.
Published: (2017)
by: Nor Azlina, Ab. Aziz, et al.
Published: (2017)
Midrange exploration exploitation searching particle swarm optimization with HSV-template matching for crowded environment object tracking
by: Nurul Izzatie Husna, Muhamad Fauzi
Published: (2023)
by: Nurul Izzatie Husna, Muhamad Fauzi
Published: (2023)
An enhanced segment particle swarm optimization algorithm for kinetic parameters estimation of the main metabolic model of Escherichia coli
by: Mohammed Adam, Kunna, et al.
Published: (2020)
by: Mohammed Adam, Kunna, et al.
Published: (2020)
A novel swarm-based optimisation algorithm inspired by artificial neural glial network for autonomous robots
by: Ismail, Amelia Ritahani, et al.
Published: (2019)
by: Ismail, Amelia Ritahani, et al.
Published: (2019)
A new binary particle swarm optimizer to select a smaller subset of genes for leukaemia cancer classification
by: Mohamad, Mohd. Saberi, et al.
Published: (2008)
by: Mohamad, Mohd. Saberi, et al.
Published: (2008)
Static code analysis of permission-based features for android malware classification using apriori algorithm with particle swarm optimization
by: Adebayo, Olawale Surajudeen, et al.
Published: (2015)
by: Adebayo, Olawale Surajudeen, et al.
Published: (2015)
Similar Items
-
Particle swarm optimization for neural network learning enhancement
by: Abdull Hamed, Haza Nuzly
Published: (2006) -
Enhancement of elman recurrent network learning with particle swarm optimization
by: Ab. Aziz, Mohamad Firdaus
Published: (2007) -
Particle swarm optimization of neural controller for tanker ship steering
by: Loo, C. K., et al.
Published: (2007) -
Particle swarm optimization of neural controller for tanker ship steering
by: Loo, C. K., et al.
Published: (2007) -
Improved particle swarm optimization by fast annealing algorithm
by: Bashath, Samar, et al.
Published: (2019)