Factors governing the behavior of multiple cooperating swarms
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
The gregarious particle swarm optimizer (G-PSO)
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Center particle swarm optimization
Neurocomputing
Human evolutionary model: A new approach to optimization
Information Sciences: an International Journal
Particle swarm optimization based on dynamic niche technology with applications to conceptual design
Advances in Engineering Software
EURASIP Journal on Applied Signal Processing
Blind sparse source separation using cluster particle swarm optimization technique
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
Expert Systems with Applications: An International Journal
Adaptive constriction factor for location-related particle swarm
EC'07 Proceedings of the 8th Conference on 8th WSEAS International Conference on Evolutionary Computing - Volume 8
Parallel cooperative particle swarm optimization based multistage transmission network planning
IMCAS'07 Proceedings of the 6th WSEAS International Conference on Instrumentation, Measurement, Circuits and Systems
Engineering Applications of Artificial Intelligence
Large scale evolutionary optimization using cooperative coevolution
Information Sciences: an International Journal
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Cooperative Approaches to Bacterial Foraging Optimization
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
Handling Multiobjective Problems with a Novel Interactive Multi-Swarm PSO
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
PSO-based single multiplicative neuron model for time series prediction
Expert Systems with Applications: An International Journal
An Improved Discrete Particle Swarm Optimization Based on Cooperative Swarms
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 02
Parameter extraction for PSP MOSFET model using hierarchical particle swarm optimization
Engineering Applications of Artificial Intelligence
The hyperspherical acceleration effect particle swarm optimizer
Applied Soft Computing
Mean particle swarm optimisation for function optimisation
International Journal of Computational Intelligence Studies
Expert Systems with Applications: An International Journal
Cooperative micro-particle swarm optimization
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Problem difficulty analysis for particle swarm optimization: deception and modality
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
International Journal of Advanced Intelligence Paradigms
Cooperative micro-differential evolution for high-dimensional problems
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Opposition based initialization in particle swarm optimization (O-PSO)
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
Parallel Particle Swarm Optimization with Adaptive Asynchronous Migration Strategy
ICA3PP '09 Proceedings of the 9th International Conference on Algorithms and Architectures for Parallel Processing
Discrete cooperative particle swarm optimization for FPGA placement
Applied Soft Computing
A competitive-cooperative coevolutionary paradigm for dynamic multiobjective optimization
IEEE Transactions on Evolutionary Computation - Special issue on computational finance and economics
Differential evolution using a neighborhood-based mutation operator
IEEE Transactions on Evolutionary Computation
Dynamic multiple swarms in multiobjective particle swarm optimization
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Optimal contraction theorem for exploration-exploitation tradeoff in search and optimization
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Efficient population utilization strategy for particle swarm optimizer
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
A Multi-swarm Approach to Multi-objective Flexible Job-shop Scheduling Problems
Fundamenta Informaticae - Swarm Intelligence
An adaptive coevolutionary differential evolution algorithm for large-scale optimization
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
An adaptive learning particle swarm optimizer for function optimization
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
A clustering particle swarm optimizer for dynamic optimization
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Training neural networks with PSO in dynamic environments
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Memetic algorithm with local search chaining for large scale continuous optimization problems
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Shrinking neighborhood evolution: a novel stochastic algorithm for numerical optimization
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Combining artificial neural network and particle swarm system for time series forecasting
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Approach of intersection signal control based on PSO
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Searching minimal fractional graph factors by lattice based evolution
WSEAS Transactions on Information Science and Applications
Adaptive particle swarm optimization
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Using selection to improve quantum-behaved particle swarm optimisation
International Journal of Innovative Computing and Applications
Multi-swarm particle swarm optimiser with Cauchy mutation for dynamic optimisation problems
International Journal of Innovative Computing and Applications
Particle swarm optimization applied to vertical traffic scheduling in buildings
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I
Hierarchical cluster-based multispecies particle-swarm optimization for fuzzy-system optimization
IEEE Transactions on Fuzzy Systems
Dynamic population size based particle swarm optimization
ISICA'07 Proceedings of the 2nd international conference on Advances in computation and intelligence
A random velocity boundary condition for robust particle swarm optimization
LSMS'07 Proceedings of the Life system modeling and simulation 2007 international conference on Bio-Inspired computational intelligence and applications
An improved multi-objective particle swarm optimizer for multi-objective problems
Expert Systems with Applications: An International Journal
Image segmentation to HSI model based on improved particle swarm optimization
ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
A study of parallel and distributed particle swarm optimization methods
Proceedings of the 2nd workshop on Bio-inspired algorithms for distributed systems
Hybrid particle swarm optimization algorithm with fine tuning operators
International Journal of Bio-Inspired Computation
Fractional particle swarm optimization in multidimensional search space
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
A novel set-based particle swarm optimization method for discrete optimization problems
IEEE Transactions on Evolutionary Computation
An empirical comparison of parallel and distributed particle swarm optimization methods
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Optimal maintenance scheduling of generators using multiple swarms-MDPSO framework
Engineering Applications of Artificial Intelligence
Discrete and continuous optimization based on multi-swarm coevolution
Natural Computing: an international journal
Using cooperative particle swarm for optimizing the engineering design problems
ACE'10 Proceedings of the 9th WSEAS international conference on Applications of computer engineering
Fast adaptive learning algorithm for sub-band adaptive thresholding function in image denoising
International Journal of Computational Intelligence Studies
A note on the learning automata based algorithms for adaptive parameter selection in PSO
Applied Soft Computing
Using CPSO for the engineering optimization problems
WSEAS Transactions on Mathematics
Information Sciences: an International Journal
Self-organizing potential field network: a new optimization algorithm
IEEE Transactions on Neural Networks
Expert Systems with Applications: An International Journal
Multi-dimensional particle swarm optimization in dynamic environments
Expert Systems with Applications: An International Journal
What influences ERP beliefs - Logical evaluation or imitation?
Decision Support Systems
ANTS'10 Proceedings of the 7th international conference on Swarm intelligence
Large-scale global optimization using cooperative coevolution with variable interaction learning
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part II
IEEE Transactions on Evolutionary Computation
Dynamic multi-swarm particle swarm optimizer with harmony search
Expert Systems with Applications: An International Journal
Parameter selection of a Particle Swarm Optimisation dynamics by closed loop stability analysis
International Journal of Computing Science and Mathematics
Color image segmentation using swarm based optimisation methods
ICICA'10 Proceedings of the First international conference on Information computing and applications
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
A PSO based multi-robot task allocation
International Journal of Computational Vision and Robotics
Particle swarm optimisation with simple and efficient neighbourhood search strategies
International Journal of Innovative Computing and Applications
A novel particle swarm optimization algorithm with adaptive inertia weight
Applied Soft Computing
SMO'05 Proceedings of the 5th WSEAS international conference on Simulation, modelling and optimization
Using CPSO for the engineering optimization problems
ICCOMP'10 Proceedings of the 14th WSEAS international conference on Computers: part of the 14th WSEAS CSCC multiconference - Volume II
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Collaborative multi-swarm PSO for task matching using graphics processing units
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Information Sciences: an International Journal
Cellular particle swarm optimization
Information Sciences: an International Journal
Handling boundary constraints for particle swarm optimization in high-dimensional search space
Information Sciences: an International Journal
Enhancing particle swarm optimization using generalized opposition-based learning
Information Sciences: an International Journal
Self-adaptive learning based particle swarm optimization
Information Sciences: an International Journal
Expert Systems with Applications: An International Journal
A modified particle swarm optimization for correlated phenomena
Applied Soft Computing
Feedback learning particle swarm optimization
Applied Soft Computing
A hybrid particle swarm optimization algorithm for high-dimensional problems
Computers and Industrial Engineering
Computers and Industrial Engineering
Example-based learning particle swarm optimization for continuous optimization
Information Sciences: an International Journal
A cooperative particle swarm optimizer with statistical variable interdependence learning
Information Sciences: an International Journal
Expert Systems with Applications: An International Journal
Cooperative co-evolutionary differential evolution for function optimization
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Neural network training using stochastic PSO
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Hybrid training of feed-forward neural networks with particle swarm optimization
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Adaptive comprehensive learning particle swarm optimizer with history learning
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
Particle swarm optimization based on information diffusion and clonal selection
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
A novel parallel hybrid intelligence optimization algorithm for a function approximation problem
Computers & Mathematics with Applications
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
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Hybrid particle swarm – evolutionary algorithm for search and optimization
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
A taxonomy of cooperative search algorithms
HM'05 Proceedings of the Second international conference on Hybrid Metaheuristics
Enhancing the scalability of metaheuristics by cooperative coevolution
LSSC'09 Proceedings of the 7th international conference on Large-Scale Scientific Computing
Convergence analysis and improvements of quantum-behaved particle swarm optimization
Information Sciences: an International Journal
An Intelligent Tuned Harmony Search algorithm for optimisation
Information Sciences: an International Journal
Adaptive inertia weight particle swarm optimization
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Feedback controlled particle swarm optimization and its application in time-series prediction
Expert Systems with Applications: An International Journal
Psychological model of particle swarm optimization based multiple emotions
Applied Intelligence
A modular and efficient hardware architecture for particle swarm optimization algorithm
Microprocessors & Microsystems
On particle swarm optimization for MIMO channel estimation
Journal of Electrical and Computer Engineering
Damage detection based on improved particle swarm optimization using vibration data
Applied Soft Computing
A new evolutionary search strategy for global optimization of high-dimensional problems
Information Sciences: an International Journal
Numerical optimization using synergetic swarms of foraging bacterial populations
Expert Systems with Applications: An International Journal
An intelligent augmentation of particle swarm optimization with multiple adaptive methods
Information Sciences: an International Journal
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Data and feature reduction in fuzzy modeling through particle swarm optimization
Applied Computational Intelligence and Soft Computing
Information Sciences: an International Journal
A Multi-swarm Approach to Multi-objective Flexible Job-shop Scheduling Problems
Fundamenta Informaticae - Swarm Intelligence
Parallel cooperative micro-particle swarm optimization: A master-slave model
Applied Soft Computing
A multi-swarm PSO using charged particles in a partitioned search space for continuous optimization
Computational Optimization and Applications
A method for grinding removal control of a robot belt grinding system
Journal of Intelligent Manufacturing
Journal of Medical Systems
Function optimisation by learning automata
Information Sciences: an International Journal
Multi-elitist immune clonal quantum clustering algorithm
Neurocomputing
Diversity enhanced particle swarm optimization with neighborhood search
Information Sciences: an International Journal
Measuring diversity in the cooperative particle swarm optimizer
ANTS'12 Proceedings of the 8th international conference on Swarm Intelligence
Fuzzy systems based on multispecies PSO method in spatial analysis
Advances in Fuzzy Systems - Special issue on Fuzzy Functions, Relations, and Fuzzy Transforms (2012)
Self-Adaptive particle swarm optimization
SEAL'12 Proceedings of the 9th international conference on Simulated Evolution and Learning
Taguchi-Particle Swarm Optimization for Numerical Optimization
International Journal of Swarm Intelligence Research
International Journal of Swarm Intelligence Research
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
An introduction to yoyo blind man algorithm (YOYO-BMA)
ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part II
Differential evolution with local information for neuro-fuzzy systems optimisation
Knowledge-Based Systems
Three improved hybrid metaheuristic algorithms for engineering design optimization
Applied Soft Computing
An intelligent multi-restart memetic algorithm for box constrained global optimisation
Evolutionary Computation
Compact Particle Swarm Optimization
Information Sciences: an International Journal
Computers in Biology and Medicine
Evolutionary Learning Processes to Design the Dilation-Erosion Perceptron for Weather Forecasting
Neural Processing Letters
A team-oriented approach to particle swarms
Applied Soft Computing
Cooperative particle swarm optimization for multiobjective transportation planning
Applied Intelligence
Securing high resolution grayscale facial captures using a blockwise coevolutionary GA
Expert Systems with Applications: An International Journal
International Journal of Swarm Intelligence Research
ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology
A New Cooperative PSO Approach with Landscape Estimation, Dimension Partition, and Velocity Control
International Journal of Organizational and Collective Intelligence
Two-layer particle swarm optimization with intelligent division of labor
Engineering Applications of Artificial Intelligence
Robotics and Autonomous Systems
Adaptive cooperative particle swarm optimizer
Applied Intelligence
Particle swarm optimization with increasing topology connectivity
Engineering Applications of Artificial Intelligence
Quadratic interpolation based orthogonal learning particle swarm optimization algorithm
Natural Computing: an international journal
Optimal design of laminate composite isogrid with dynamically reconfigurable quantum PSO
Structural and Multidisciplinary Optimization
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Parallel swarms oriented particle swarm optimization
Applied Computational Intelligence and Soft Computing
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The particle swarm optimizer (PSO) is a stochastic, population-based optimization technique that can be applied to a wide range of problems, including neural network training. This paper presents a variation on the traditional PSO algorithm, called the cooperative particle swarm optimizer, or CPSO, employing cooperative behavior to significantly improve the performance of the original algorithm. This is achieved by using multiple swarms to optimize different components of the solution vector cooperatively. Application of the new PSO algorithm on several benchmark optimization problems shows a marked improvement in performance over the traditional PSO.