Applying particle swarm optimization to software testing
Proceedings of the 9th annual conference on Genetic and evolutionary computation
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
Artificial Intelligence in Medicine
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
Global optimization using hybrid approach
SMO'07 Proceedings of the 7th WSEAS International Conference on Simulation, Modelling and Optimization
Particle swarm optimization with adaptive population size and its application
Applied Soft Computing
PSO-based single multiplicative neuron model for time series prediction
Expert Systems with Applications: An International Journal
Global optimization using hybrid approach
WSEAS Transactions on Mathematics
Expert Systems with Applications: An International Journal
Problem difficulty analysis for particle swarm optimization: deception and modality
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Limiting the velocity in particle swarm optimization using a geometric series
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Expert Systems with Applications: An International Journal
Differential evolution using a neighborhood-based mutation operator
IEEE Transactions on Evolutionary Computation
Efficient population utilization strategy for particle swarm optimizer
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Comprehensive learning particle swarm optimization for reactive power dispatch
Applied Soft Computing
On the improvements of the particle swarm optimization algorithm
Advances in Engineering Software
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
An adaptive learning particle swarm optimizer for function optimization
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Solving the flight frequency programming problem with particle swarm optimization
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Multi-start JADE with knowledge transfer for numerical optimization
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Particle Swarm Optimization with Dynamic Step Length
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
Baldwinian learning in clonal selection algorithm for optimization
Information Sciences: an International Journal
Accurate estimation of ICA weight matrix by implicit constraint imposition using lie group
IEEE Transactions on Neural Networks
Adaptive particle swarm optimization
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Predication based immune network for multimodal function optimization
Engineering Applications of Artificial Intelligence
Online learning of task-driven object-based visual attention control
Image and Vision Computing
Particle swarm optimization using lévy probability distribution
ISICA'07 Proceedings of the 2nd international conference on Advances in computation and intelligence
An improved multi-objective particle swarm optimizer for multi-objective problems
Expert Systems with Applications: An International Journal
A hybrid particle swarm optimization algorithm for function optimization
Evo'08 Proceedings of the 2008 conference on Applications of evolutionary computing
Particle swarm optimizer based on dynamic neighborhood topology
ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
Nearest neighbor interaction PSO based on small-world model
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
Particle swarm optimization with hybrid velocity updating strategies
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Tuning SVM parameters by using a hybrid CLPSO-BFGS algorithm
Neurocomputing
Ensemble of niching algorithms
Information Sciences: an International Journal
Hybrid particle swarm optimization algorithm with fine tuning operators
International Journal of Bio-Inspired Computation
Predicted modified PSO with time-varying accelerator coefficients
International Journal of Bio-Inspired Computation
Fractional particle swarm optimization in multidimensional search space
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
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
Improving fuzzy knowledge integration with particle swarmoptimization
Expert Systems with Applications: An International Journal
Discrete and continuous optimization based on multi-swarm coevolution
Natural Computing: an international journal
Particle swarm optimization with opposition-based disturbance
CAR'10 Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 2
Particle swarm optimization models applied to neural networks using the R language
WSEAS TRANSACTIONS on SYSTEMS
Heuristic wavelet shrinkage for denoising
Applied Soft Computing
Integrated Learning Particle Swarm Optimizer for global optimization
Applied Soft Computing
A clustering-based differential evolution for global optimization
Applied Soft Computing
Expert Systems with Applications: An International Journal
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
A rotary chaotic PSO algorithm for trustworthy scheduling of a grid workflow
Computers and Operations Research
A novel cyclic discrete optimization framework for particle swarm optimization
ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing
Particle swarm optimization-based extremum seeking control
ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing
Improved particle swarm optimizers with application on constrained portfolio selection
ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing
Population-based algorithm portfolios for numerical optimization
IEEE Transactions on Evolutionary Computation - Special issue on preference-based multiobjective evolutionary algorithms
SamACO: variable sampling ant colony optimization algorithm for continuous optimization
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Dynamic multi-swarm particle swarm optimizer with harmony search
Expert Systems with Applications: An International Journal
An anticentroid-oriented particle swarm algorithm for numerical optimization
AICI'10 Proceedings of the 2010 international conference on Artificial intelligence and computational intelligence: Part II
Parameter evolution for a particle swarm optimization algorithm
ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
Expert Systems with Applications: An International Journal
A rank based particle swarm optimization algorithm with dynamic adaptation
Journal of Computational and Applied Mathematics
SEAL'10 Proceedings of the 8th international conference on Simulated evolution and learning
RFID network planning using a multi-swarm optimizer
Journal of Network and Computer Applications
Particle swarm optimisation with simple and efficient neighbourhood search strategies
International Journal of Innovative Computing and Applications
An improved multi-agent genetic algorithm for numerical optimization
Natural Computing: an international journal
A novel particle swarm optimization algorithm with adaptive inertia weight
Applied Soft Computing
Rosenbrock artificial bee colony algorithm for accurate global optimization of numerical functions
Information Sciences: an International Journal
Expert Systems with Applications: An International Journal
ACIIDS'11 Proceedings of the Third international conference on Intelligent information and database systems - Volume Part II
Harmony search with differential mutation based pitch adjustment
Proceedings of the 13th annual conference on Genetic and evolutionary computation
A novel multi-objective optimization algorithm based on artificial bee colony
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Annealing evolutionary stochastic approximation Monte Carlo for global optimization
Statistics and Computing
Tracking multiple targets with adaptive swarm optimization
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part I
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part I
Information Sciences: an International Journal
Cellular particle swarm optimization
Information Sciences: an International Journal
Adaptive fuzzy particle swarm optimization for global optimization of multimodal functions
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
Scale-free fully informed particle swarm optimization algorithm
Information Sciences: an International Journal
Numerical optimization of generative network parameters
Proceedings of the 2010 Conference on Grand Challenges in Modeling & Simulation
An adaptive tribe-particle swarm optimization
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part I
Mortal particles: particle swarm optimization with life span
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part I
Human group optimizer with local search
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part I
Oriented search algorithm for function optimization
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part I
Evaluation of two-stage ensemble evolutionary algorithm for numerical optimization
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part I
Gene clustering using particle swarm optimizer based memetic algorithm
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part I
A hybrid particle swarm optimization and its application in neural networks
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Feedback learning particle swarm optimization
Applied Soft Computing
A variable strength interaction test suites generation strategy using Particle Swarm Optimization
Journal of Systems and Software
A hybrid particle swarm optimization algorithm for high-dimensional problems
Computers and Industrial Engineering
Example-based learning particle swarm optimization for continuous optimization
Information Sciences: an International Journal
Enhancing the search ability of differential evolution through orthogonal crossover
Information Sciences: an International Journal
Applied Computational Intelligence and Soft Computing
Comprehensive analysis for modified particle swarm optimisation with PD controllers
International Journal of Intelligent Information and Database Systems
Particle swarm optimiser with hybrid multi-parent crossover and discrete recombination
International Journal of Intelligent Information and Database Systems
A cooperative particle swarm optimizer with statistical variable interdependence learning
Information Sciences: an International Journal
Information Sciences: an International Journal
Adaptive comprehensive learning particle swarm optimizer with history learning
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
Ockham's Razor in memetic computing: Three stage optimal memetic exploration
Information Sciences: an International Journal
Engineering Applications of Artificial Intelligence
Study on the local search ability of particle swarm optimization
ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part I
Convergence analysis and improvements of quantum-behaved particle swarm optimization
Information Sciences: an International Journal
A modified Artificial Bee Colony algorithm for real-parameter optimization
Information Sciences: an International Journal
On fast and accurate block-based motion estimation algorithms using particle swarm optimization
Information Sciences: an International Journal
Niching particle swarm optimization with local search for multi-modal optimization
Information Sciences: an International Journal
A global-local optimization approach to parameter estimation of RBF-type models
Information Sciences: an International Journal
Feedback controlled particle swarm optimization and its application in time-series prediction
Expert Systems with Applications: An International Journal
Step length adaptation by generalized predictive control
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
A prediction approach to support alternative design decision for component-based system development
SEPADS'12/EDUCATION'12 Proceedings of the 11th WSEAS international conference on Software Engineering, Parallel and Distributed Systems, and proceedings of the 9th WSEAS international conference on Engineering Education
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part II
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
PSO based memetic algorithm for unimodal and multimodal function optimization
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
An efficient algorithm for multi-focus image fusion using PSO-ICA
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Diversity Guided Evolutionary Programming: A novel approach for continuous optimization
Applied Soft Computing
The block diagram method for designing the particle swarm optimization algorithm
Journal of Global Optimization
Randomization in particle swarm optimization for global search ability
Expert Systems with Applications: An International Journal
Swarm intelligence-based extremum seeking control
Expert Systems with Applications: An International Journal
A dynamic neighborhood learning based particle swarm optimizer for global numerical optimization
Information Sciences: an International Journal
SDE: a stochastic coding differential evolution for global optimization
Proceedings of the 14th annual conference on Genetic and evolutionary computation
An intelligent augmentation of particle swarm optimization with multiple adaptive methods
Information Sciences: an International Journal
Using computational intelligence for large scale air route networks design
Applied Soft Computing
Grey particle swarm optimization
Applied Soft Computing
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
International Journal of Computational Science and Engineering
A swarm intelligence based distributed localization technique for wireless sensor network
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Information Sciences: an International Journal
A coevolutionary memetic particle swarm optimizer
ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part I
High-Dimension optimization problems using specified particle swarm optimization
ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part I
Adaptive swarm optimization for locating and tracking multiple targets
Applied Soft Computing
Multi-operator based biogeography based optimization with mutation for global numerical optimization
Computers & Mathematics with Applications
Information Sciences: an International Journal
A multi-swarm PSO using charged particles in a partitioned search space for continuous optimization
Computational Optimization and Applications
Information Sciences: an International Journal
Two-stage ensemble memetic algorithm: Function optimization and digital IIR filter design
Information Sciences: an International Journal
Function optimisation by learning automata
Information Sciences: an International Journal
Engineering Applications of Artificial Intelligence
Weight optimisation for iterative distributed model predictive control applied to power networks
Engineering Applications of Artificial Intelligence
Diversity enhanced particle swarm optimization with neighborhood search
Information Sciences: an International Journal
Fixed-point digital IIR filter design using two-stage ensemble evolutionary algorithm
Applied Soft Computing
A differential evolution algorithm with intersect mutation operator
Applied Soft Computing
Measuring diversity in the cooperative particle swarm optimizer
ANTS'12 Proceedings of the 8th international conference on Swarm Intelligence
The self-adaptive comprehensive learning particle swarm optimizer
ANTS'12 Proceedings of the 8th international conference on Swarm Intelligence
The improved particle swarm optimization based on swarm distribution characteristics
AICI'12 Proceedings of the 4th international conference on Artificial Intelligence and Computational Intelligence
Information Sciences: an International Journal
Adaptive Non-Uniform Particle Swarm Application to Plasmonic Design
International Journal of Applied Metaheuristic Computing
Artificial cooperative search algorithm for numerical optimization problems
Information Sciences: an International Journal
Learning Fuzzy Network Using Sequence Bound Global Particle Swarm Optimizer
International Journal of Fuzzy System Applications
Taguchi-Particle Swarm Optimization for Numerical Optimization
International Journal of Swarm Intelligence Research
International Journal of Swarm Intelligence Research
International Journal of Swarm Intelligence Research
Quotient Space-Based Boundary Condition for Particle Swarm Optimization Algorithm
International Journal of Software Science and Computational Intelligence
An Improved Particle Swarm Optimization Algorithm Based on Quotient Space Theory
International Journal of Software Science and Computational Intelligence
Particle swarm optimisation with differential mutation
International Journal of Intelligent Systems Technologies and Applications
Modified particle swarm optimization with switching update strategy
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Engineering Applications of Artificial Intelligence
A novel multimodal-problem-oriented particle swarm optimization algorithm
Proceedings of the 15th annual conference on Genetic and evolutionary computation
A new hybrid algorithm for unconstrained optimisation problems
International Journal of Computer Applications in Technology
Space-based initialization strategy for particle swarm optimization
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Partially connected topologies for particle swarm
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
A set-based locally informed discrete particle swarm optimization
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Compact Particle Swarm Optimization
Information Sciences: an International Journal
Computers and Electronics in Agriculture
A novel artificial bee colony algorithm with Powell's method
Applied Soft Computing
A team-oriented approach to particle swarms
Applied Soft Computing
Free Pattern Search for global optimization
Applied Soft Computing
Multi-circle detection on images inspired by collective animal behavior
Applied Intelligence
Particle swarm optimization with grey evolutionary analysis
Applied Soft Computing
Focusing the search: a progressively shrinking memetic computing framework
International Journal of Innovative Computing and Applications
International Journal of Swarm Intelligence Research
Improved particle swarm optimization method in inverse design problems
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I
Application of data mining in a global optimization algorithm
Advances in Engineering Software
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
An analysis of the migration rates for biogeography-based optimization
Information Sciences: an International Journal
Two-layer particle swarm optimization with intelligent division of labor
Engineering Applications of Artificial Intelligence
A new hybrid differential evolution with simulated annealing and self-adaptive immune operation
Computers & Mathematics with Applications
Adaptive cooperative particle swarm optimizer
Applied Intelligence
Parameter optimization of PEMFC model with improved multi-strategy adaptive differential evolution
Engineering Applications of Artificial Intelligence
Particle swarm optimization with increasing topology connectivity
Engineering Applications of Artificial Intelligence
CAPSO: Centripetal accelerated particle swarm optimization
Information Sciences: an International Journal
Hierarchical Particle Swarm Optimization with Ortho-Cyclic Circles
Expert Systems with Applications: An International Journal
Repairing the crossover rate in adaptive differential evolution
Applied Soft Computing
Engineering Applications of Artificial Intelligence
Binary Accelerated Particle Swarm Algorithm (BAPSA) for discrete optimization problems
Journal of Global Optimization
An analysis on separability for Memetic Computing automatic design
Information Sciences: an International Journal
An optimization algorithm inspired by musical composition
Artificial Intelligence Review
Quadratic interpolation based orthogonal learning particle swarm optimization algorithm
Natural Computing: an international journal
A hybrid WA-CPSO-LSSVR model for dissolved oxygen content prediction in crab culture
Engineering Applications of Artificial Intelligence
Distributed Query Plan Generation using Particle Swarm Optimization
International Journal of Swarm Intelligence Research
Optimal design of laminate composite isogrid with dynamically reconfigurable quantum PSO
Structural and Multidisciplinary Optimization
Computational Optimization and Applications
Cooperative Velocity Updating model based Particle Swarm Optimization
Applied Intelligence
An improved diversity-guided particle swarm optimisation for numerical optimisation
International Journal of Computing Science and Mathematics
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Information Sciences: an International Journal
Parallel swarms oriented particle swarm optimization
Applied Computational Intelligence and Soft Computing
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This paper presents a variant of particle swarm optimizers (PSOs) that we call the comprehensive learning particle swarm optimizer (CLPSO), which uses a novel learning strategy whereby all other particles' historical best information is used to update a particle's velocity. This strategy enables the diversity of the swarm to be preserved to discourage premature convergence. Experiments were conducted (using codes available from http://www.ntu.edu.sg/home/epnsugan) on multimodal test functions such as Rosenbrock, Griewank, Rastrigin, Ackley, and Schwefel and composition functions both with and without coordinate rotation. The results demonstrate good performance of the CLPSO in solving multimodal problems when compared with eight other recent variants of the PSO.