Chia-Nan Ko

Publication Activity (10 Years)

Years Active: 2006-2018
Publications (10 Years): 3

Top Topics

Dynamical Systems

Learning Algorithm

Radial Basis Function

Back Propagation

Top Venues

Artif. Life Robotics

J. Inf. Sci. Eng.

Eng. Appl. Artif. Intell.

J. Frankl. Inst.

Publications

Li-Chun Lai, Chia-Nan Ko
Reinforced Quantum-behaved Particle Swarm Optimization Based Neural Networks for Image Inspection. J. Robotics Netw. Artif. Life 5 (2) (2018)
Chia-Nan Ko, Cheng-Ming Lee
Image recognition using adaptive fuzzy neural network based on lifting scheme of wavelet. Artif. Life Robotics 20 (4) (2015)
Chia-Nan Ko, You-Min Jau, Jin-Tsong Jeng
Parameter Estimation of Chaotic Dynamical Systems Using HEQPSO. J. Inf. Sci. Eng. 31 (2) (2015)
Shyi-Shiun Kuo, Chia-Nan Ko
Adaptive annealing learning algorithm-based robust wavelet neural networks for function approximation with outliers. Artif. Life Robotics 19 (2) (2014)
Chia-Nan Ko
Reinforcement radial basis function neural networks with an adaptive annealing learning algorithm. Appl. Math. Comput. 221 (2013)
Chia-Nan Ko
Identification of nonlinear systems with outliers using wavelet neural networks based on annealing dynamical learning algorithm. Eng. Appl. Artif. Intell. 25 (3) (2012)
Chia-Nan Ko
Identification of non-linear systems using radial basis function neural networks with time-varying learning algorithm. IET Signal Process. 6 (2) (2012)
Chia-Nan Ko
WSVR-based fuzzy neural network with annealing robust algorithm for system identification. J. Frankl. Inst. 349 (5) (2012)
Cheng-Ming Lee, Chia-Nan Ko
Short-term load forecasting using lifting scheme and ARIMA models. Expert Syst. Appl. 38 (5) (2011)
Chia-Nan Ko, Yu-Yi Fu, Guan-Yu Liu, Cheng-Ming Lee
Identification of time-delay chaotic system with outliers: Fuzzy neural networks using hybrid learning algorithm. FUZZ-IEEE (2011)
Chia-Nan Ko
Integration of support vector regression and annealing dynamical learning algorithm for MIMO system identification. Expert Syst. Appl. 38 (12) (2011)
Yu-Yi Fu, Chia-Ju Wu, Chia-Nan Ko, Jin-Tsong Jeng
Radial basis function networks with hybrid learning for system identification with outliers. Appl. Soft Comput. 11 (3) (2011)
Chia-Nan Ko
A Fuzzy PID Controller Based on Hybrid Optimization Approach for an Overhead Crane. FIRA (2011)
Yu-Yi Fu, Chia-Ju Wu, Jin-Tsong Jeng, Chia-Nan Ko
ARFNNs with SVR for prediction of chaotic time series with outliers. Expert Syst. Appl. 37 (6) (2010)
Chia-Nan Ko, Yu-Yi Fu, Cheng-Ming Lee, Chia-Ju Wu
Parameter estimation of chaotic systems by a nonlinear time-varying evolution PSO method. Artif. Life Robotics 15 (1) (2010)
Pi-Yun Chen, Chia-Ju Wu, Chia-Nan Ko, Jin-Tsong Jeng
A fast identification algorithm with outliers under Box-Cox transformation-based annealing robust radial basis function networks. Artif. Life Robotics 14 (1) (2009)
Pi-Yun Chen, Chia-Ju Wu, Yu-Yi Fu, Chia-Nan Ko, Li-Chun Lai
A PSO method with nonlinear time-varying evolution for optimal design of PID controllers in a pendubot system. Artif. Life Robotics 14 (1) (2009)
Cheng-Ming Lee, Chia-Nan Ko
Time series prediction using RBF neural networks with a nonlinear time-varying evolution PSO algorithm. Neurocomputing 73 (1-3) (2009)
Yu-Yi Fu, Chia-Ju Wu, Chia-Nan Ko, Jin-Tsong Jeng, Li-Chun Lai
ARRBFNs with SVR for prediction of chaotic time series with outliers. Artif. Life Robotics 14 (1) (2009)
Yu-Yi Fu, Chia-Ju Wu, Jin-Tsong Jeng, Chia-Nan Ko
Identification of MIMO systems using radial basis function networks with hybrid learning algorithm. Appl. Math. Comput. 213 (1) (2009)
Ying-Pin Chang, Chia-Nan Ko
A PSO method with nonlinear time-varying evolution based on neural network for design of optimal harmonic filters. Expert Syst. Appl. 36 (3) (2009)
Yu-Yi Fu, Chia-Ju Wu, Kuo-Lan Su, Chia-Nan Ko
A time-scaling method for near-time-optimal control of an omni-directional robot along specified paths. Artif. Life Robotics 13 (1) (2008)
Yu-Yi Fu, Chia-Ju Wu, Ting-Li Chien, Chia-Nan Ko
Integration of PSO and GA for optimum design of fuzzy PID controllers in a pendubot system. Artif. Life Robotics 13 (1) (2008)
Chia-Nan Ko, Ying-Pin Chang, Chia-Ju Wu
An orthogonal-array-based particle swarm optimizer with nonlinear time-varying evolution. Appl. Math. Comput. 191 (1) (2007)
Chia-Nan Ko, Tsong-Li Lee, Yu-Yi Fu, Chia-Ju Wu
Simultaneous Auto-Tuning of Membership Functions and Fuzzy Control Rules Using Genetic Algorithms. SMC (2006)
Chia-Nan Ko, Tsong-Li Lee, Han-Tai Fan, Chia-Ju Wu
Genetic Auto-Tuning and Rule Reduction of Fuzzy PID Controllers. SMC (2006)