The application of antigenic search techniques to time series forecasting
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
A TDMA scheduling scheme for many-to-one communications in wireless sensor networks
Computer Communications
GA-PSO based vector control of indirect three phase induction motor
Applied Soft Computing
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
A hybrid genetic algorithm and bacterial foraging approach for global optimization
Information Sciences: an International Journal
Layout optimization of satellite module using soft computing techniques
Applied Soft Computing
A hybrid watermarking technique applied to digital images
Applied Soft Computing
An Improved Particle Swarm Optimization for Evolving Feedforward Artificial Neural Networks
Neural Processing Letters
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Artificial Intelligence in Medicine
Dynamic and adjustable particle swarm optimization
EC'07 Proceedings of the 8th Conference on 8th WSEAS International Conference on Evolutionary Computing - Volume 8
Analysis of the publications on the applications of particle swarm optimisation
Journal of Artificial Evolution and Applications - Regular issue
Analysis of the publications on the applications of particle swarm optimisation
Journal of Artificial Evolution and Applications - Regular issue
Vector control for loss minimization of induction motor using GA-PSO
Applied Soft Computing
Zero-order TSK-type fuzzy system learning using a two-phase swarm intelligence algorithm
Fuzzy Sets and Systems
Adaptive Nonlinear Control Using TSK-Type Recurrent Fuzzy Neural Network System
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks
A Hybrid Particle Swarm Optimization for Feed-Forward Neural Network Training
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
Non-stationary power signal processing for pattern recognition using HS-transform
Applied Soft Computing
A memetic model of evolutionary PSO for computational finance applications
Expert Systems with Applications: An International Journal
A self-generating fuzzy system with ant and particle swarm cooperative optimization
Expert Systems with Applications: An International Journal
Parameter extraction for PSP MOSFET model using hierarchical particle swarm optimization
Engineering Applications of Artificial Intelligence
Recurrent neuro fuzzy control design for tracking of mobile robots via hybrid algorithm
Expert Systems with Applications: An International Journal
University course timetable planning using hybrid particle swarm optimization
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Mathematical model and hybrid particle swarm optimization for flexible job-shop scheduling problem
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Particle swarm optimization driven by evolving elite group
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
On simultaneous perturbation particle swarm optimization
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
An adaptive dynamic evolution feedforward neural network on modified particle swarm optimization
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Adaptive particle swarm optimization
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
IEEE Computational Intelligence Magazine
Strength pareto particle swarm optimization and hybrid ea-pso for multi-objective optimization
Evolutionary Computation
Nonconvex maximization for communication systems based on particle swarm optimization
Computer Communications
Taiwanese 3G mobile phone demand forecasting by SVR with hybrid evolutionary algorithms
Expert Systems with Applications: An International Journal
Multi groups cooperation based symbiotic evolution for TSK-type neuro-fuzzy systems design
Expert Systems with Applications: An International Journal
Hierarchical cluster-based multispecies particle-swarm optimization for fuzzy-system optimization
IEEE Transactions on Fuzzy Systems
Designing fuzzy-rule-based systems using continuous ant-colony optimization
IEEE Transactions on Fuzzy Systems
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Swarm-based approximate dynamic optimization process for discrete particle swarm optimization system
International Journal of Bio-Inspired Computation
Development of efficient particle swarm optimizers by using concepts from evolutionary algorithms
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Hybridisation of particle swarm optimisation with area concentrated search
International Journal of Knowledge-based and Intelligent Engineering Systems
Evolutionary tristate PSO for strategic bidding of pumped-storage hydroelectric plant
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Fractional-order PID controller optimization via improved electromagnetism-like algorithm
Expert Systems with Applications: An International Journal
Hybrid GA-BF based intelligent PID controller tuning for AVR system
Applied Soft Computing
A note on the learning automata based algorithms for adaptive parameter selection in PSO
Applied Soft Computing
Expert Systems with Applications: An International Journal
International Journal of Bio-Inspired Computation
Multi-objective PSO based on evolutionary programming
ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing
A hybrid cooperative search algorithm for constrained optimization
Structural and Multidisciplinary Optimization
Recurrent fuzzy system design using elite-guided continuous ant colony optimization
Applied Soft Computing
Expert Systems with Applications: An International Journal
A new expansion of cooperative particle swarm optimization
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: theory and algorithms - Volume Part I
Learning in the feed-forward random neural network: A critical review
Performance Evaluation
Particle swarm optimization for determining fuzzy measures from data
Information Sciences: an International Journal
Handling boundary constraints for particle swarm optimization in high-dimensional search space
Information Sciences: an International Journal
Expert Systems with Applications: An International Journal
Neural network training using stochastic PSO
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Training RBF neural network via quantum-behaved particle swarm optimization
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
A new ARIMA-based neuro-fuzzy approach and swarm intelligence for time series forecasting
Engineering Applications of Artificial Intelligence
A new stochastic PSO technique for neural network training
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
An improved particle swarm optimization algorithm for global numerical optimization
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part I
A novel particle swarm optimizer using optimal foraging theory
ICIC'06 Proceedings of the 2006 international conference on Computational Intelligence and Bioinformatics - Volume Part III
Predicted-velocity particle swarm optimization using game-theoretic approach
ICIC'06 Proceedings of the 2006 international conference on Computational Intelligence and Bioinformatics - Volume Part III
Fuzzy modeling strategy for control of nonlinear dynamical systems
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
An evolved recurrent neural network and its application
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Intelligent PID controller tuning of AVR system using GA and PSO
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part II
The performance measurement of a canonical particle swarm optimizer with diversive curiosity
ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part I
A rapid chaos genetic algorithm
ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part I
Integration of particle swarm optimization and genetic algorithm for dynamic clustering
Information Sciences: an International Journal
Knowledge discovery by an intelligent approach using complex fuzzy sets
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part I
A hybrid evolutionary learning algorithm for TSK-type fuzzy model design
Mathematical and Computer Modelling: An International Journal
FPGA implementation of a wavelet neural network with particle swarm optimization learning
Mathematical and Computer Modelling: An International Journal
Computer Networks: The International Journal of Computer and Telecommunications Networking
Robotic path planning using hybrid genetic algorithm particle swarm optimisation
International Journal of Information and Communication Technology
Linguistic fuzzy model identification based on PSO with different length of particles
Applied Soft Computing
Adaptive swarm optimization for locating and tracking multiple targets
Applied Soft Computing
Optimization of fuzzy systems using group-based evolutionary algorithm
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part III
Fuzzy systems based on multispecies PSO method in spatial analysis
Advances in Fuzzy Systems - Special issue on Fuzzy Functions, Relations, and Fuzzy Transforms (2012)
A new iterative mutually coupled hybrid GA-PSO approach for curve fitting in manufacturing
Applied Soft Computing
Differential evolution with local information for neuro-fuzzy systems optimisation
Knowledge-Based Systems
Search based constrained test case selection using execution effort
Expert Systems with Applications: An International Journal
International Journal of Intelligent Information and Database Systems
International Journal of Intelligent Information and Database Systems
A team-oriented approach to particle swarms
Applied Soft Computing
International Journal of Hybrid Intelligent Systems
Computational Optimization and Applications
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An evolutionary recurrent network which automates the design of recurrent neural/fuzzy networks using a new evolutionary learning algorithm is proposed in this paper. This new evolutionary learning algorithm is based on a hybrid of genetic algorithm (GA) and particle swarm optimization (PSO), and is thus called HGAPSO. In HGAPSO, individuals in a new generation are created, not only by crossover and mutation operation as in GA, but also by PSO. The concept of elite strategy is adopted in HGAPSO, where the upper-half of the best-performing individuals in a population are regarded as elites. However, instead of being reproduced directly to the next generation, these elites are first enhanced. The group constituted by the elites is regarded as a swarm, and each elite corresponds to a particle within it. In this regard, the elites are enhanced by PSO, an operation which mimics the maturing phenomenon in nature. These enhanced elites constitute half of the population in the new generation, whereas the other half is generated by performing crossover and mutation operation on these enhanced elites. HGAPSO is applied to recurrent neural/fuzzy network design as follows. For recurrent neural network, a fully connected recurrent neural network is designed and applied to a temporal sequence production problem. For recurrent fuzzy network design, a Takagi-Sugeno-Kang-type recurrent fuzzy network is designed and applied to dynamic plant control. The performance of HGAPSO is compared to both GA and PSO in these recurrent networks design problems, demonstrating its superiority.