Optimization theory with applications
Optimization theory with applications
ACM Transactions on Mathematical Software (TOMS)
A multi-start global minimization algorithm with dynamic search trajectories
Journal of Optimization Theory and Applications
Flocks, herds and schools: A distributed behavioral model
SIGGRAPH '87 Proceedings of the 14th annual conference on Computer graphics and interactive techniques
Practical methods of optimization; (2nd ed.)
Practical methods of optimization; (2nd ed.)
Optimization
Genetic programming: on the programming of computers by means of natural selection
Genetic programming: on the programming of computers by means of natural selection
Evolutionary computation: toward a new philosophy of machine intelligence
Evolutionary computation: toward a new philosophy of machine intelligence
Evolutionary algorithms in theory and practice: evolution strategies, evolutionary programming, genetic algorithms
Computational intelligence PC tools
Computational intelligence PC tools
Optimization: algorithms and consistent approximations
Optimization: algorithms and consistent approximations
The use of the L1 norm in nonlinear errors-in-variables problems
Proceedings of the second international workshop on Recent advances in total least squares techniques and errors-in-variables modeling
Genetic programming: an introduction: on the automatic evolution of computer programs and its applications
`` Direct Search'' Solution of Numerical and Statistical Problems
Journal of the ACM (JACM)
A class of gradient unconstrained minimization algorithms with adaptive stepsize
Journal of Computational and Applied Mathematics
Testing Unconstrained Optimization Software
ACM Transactions on Mathematical Software (TOMS)
Particle Systems—a Technique for Modeling a Class of Fuzzy Objects
ACM Transactions on Graphics (TOG)
Swarm intelligence
The theory of evolution strategies
The theory of evolution strategies
Artificial nonmonotonic neural networks
Artificial Intelligence
Particle swarm optimization method in multiobjective problems
Proceedings of the 2002 ACM symposium on Applied computing
Genetic Algorithms Plus Data Structures Equals Evolution Programs
Genetic Algorithms Plus Data Structures Equals Evolution Programs
Evolution and Optimum Seeking: The Sixth Generation
Evolution and Optimum Seeking: The Sixth Generation
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Numerical Optimization of Computer Models
Numerical Optimization of Computer Models
Handbook of Evolutionary Computation
Handbook of Evolutionary Computation
Evolution strategies –A comprehensive introduction
Natural Computing: an international journal
Journal of Global Optimization
Smoothing Method for Minimax Problems
Computational Optimization and Applications
Contemporary Evolution Strategies
Proceedings of the Third European Conference on Advances in Artificial Life
An Evolutionary Algorithm for Integer Programming
PPSN III Proceedings of the International Conference on Evolutionary Computation. The Third Conference on Parallel Problem Solving from Nature: Parallel Problem Solving from Nature
Parameter Selection in Particle Swarm Optimization
EP '98 Proceedings of the 7th International Conference on Evolutionary Programming VII
Comparison between Genetic Algorithms and Particle Swarm Optimization
EP '98 Proceedings of the 7th International Conference on Evolutionary Programming VII
EP '98 Proceedings of the 7th International Conference on Evolutionary Programming VII
Evolutionary Optimization Versus Particle Swarm Optimization: Philosophy and Performance Differences
EP '98 Proceedings of the 7th International Conference on Evolutionary Programming VII
Tracking Extrema in Dynamic Environments
EP '97 Proceedings of the 6th International Conference on Evolutionary Programming VI
Training Neural Networks with Threshold Activation Functions and Constrained Integer Weights
IJCNN '00 Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 5 - Volume 5
Multidirectional search: a direct search algorithm for parallel machines
Multidirectional search: a direct search algorithm for parallel machines
Completely Derandomized Self-Adaptation in Evolution Strategies
Evolutionary Computation
Approximating the Nondominated Front Using the Pareto Archived Evolution Strategy
Evolutionary Computation
Comparison of Multiobjective Evolutionary Algorithms: Empirical Results
Evolutionary Computation
Particle swarm optimization for minimax problems
CEC '02 Proceedings of the Evolutionary Computation on 2002. CEC '02. Proceedings of the 2002 Congress - Volume 02
Particle swarm optimization for integer programming
CEC '02 Proceedings of the Evolutionary Computation on 2002. CEC '02. Proceedings of the 2002 Congress - Volume 02
Evolutionary algorithms and gradient search: similarities anddifferences
IEEE Transactions on Evolutionary Computation
Computing nash equilibria through particle swarm optimization
ICCMSE '03 Proceedings of the international conference on Computational methods in sciences and engineering
Computing Nash equilibria through computational intelligence methods
Journal of Computational and Applied Mathematics - Special issue: Selected papers of the international conference on computational methods in sciences and engineering (ICCMSE-2003)
Fuzzy Cognitive Maps Learning Using Particle Swarm Optimization
Journal of Intelligent Information Systems
Root finding and approximation approaches through neural networks
ACM SIGSAM Bulletin
Simulation-based optimization for repairable systems using particle swarm algorithm
WSC '05 Proceedings of the 37th conference on Winter simulation
Chaotic dynamic characteristics in swarm intelligence
Applied Soft Computing
Observing the swarm behaviour during its evolutionary design
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
Particle swarm guided evolution strategy
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Multi-objective particle swarm optimization on computer grids
Proceedings of the 9th annual conference on Genetic and evolutionary computation
EURASIP Journal on Applied Signal Processing
Neurocomputing
Brief paper: Robust PID controller tuning based on the constrained particle swarm optimization
Automatica (Journal of IFAC)
A fuzzy adaptive turbulent particle swarm optimisation
International Journal of Innovative Computing and Applications
Multi-strategy ensemble particle swarm optimization for dynamic optimization
Information Sciences: an International Journal
Particle swarm optimization for antenna designs in engineering electromagnetics
Journal of Artificial Evolution and Applications - Particle Swarms: The Second Decade
What else is the evolution of PSO telling us?
Journal of Artificial Evolution and Applications - Particle Swarms: The Second Decade
Journal of Artificial Evolution and Applications - Particle Swarms: The Second Decade
Particle filtering with particle swarm optimization in systems with multiplicative noise
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Computational Intelligence and Security
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
A New Rough Set Reduct Algorithm Based on Particle Swarm Optimization
IWINAC '07 Proceedings of the 2nd international work-conference on The Interplay Between Natural and Artificial Computation, Part I: Bio-inspired Modeling of Cognitive Tasks
Fuzzy Evolutionary Probabilistic Neural Networks
ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Local models--an approach to distributed multi-objective optimization
Computational Optimization and Applications
SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning
Dynamic Clonal and Chaos-Mutation Evolutionary Algorithm for Function Optimization
ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
A clustering algorithm using particle swarm optimization for DNA chip data analysis
Proceedings of the 3rd International Conference on Ubiquitous Information Management and Communication
A heuristic particle swarm optimization method for truss structures with discrete variables
Computers and Structures
Proceedings of the 2009 ACM symposium on Applied Computing
Staff Scheduling with Particle Swarm Optimisation and Evolution Strategies
EvoCOP '09 Proceedings of the 9th European Conference on Evolutionary Computation in Combinatorial Optimization
A hybrid Particle Swarm Optimization - Simplex algorithm (PSOS) for structural damage identification
Advances in Engineering Software
Computers and Industrial Engineering
Synchronous parallelization of Particle Swarm Optimization with digital pheromones
Advances in Engineering Software
Expert Systems with Applications: An International Journal
Particle swarm optimization algorithm based on dynamic memory strategy
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Cooperative micro-particle swarm optimization
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Design of Fuzzy Models through Particle Swarm Optimization
Proceedings of the 2006 conference on Integrated Intelligent Systems for Engineering Design
Digital redesign of uncertain interval systems via a hybrid particle swarm optimiser
International Journal of Innovative Computing and Applications
Object Tracking via Multi-region Covariance and Particle Swarm Optimization
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
Localization for solving noisy multi-objective optimization problems
Evolutionary Computation
A hybrid particle swarm optimization algorithm for optimal task assignment in distributed systems
Computer Standards & Interfaces
Optimization of power allocation for interference cancellation with particle swarm optimization
IEEE Transactions on Evolutionary Computation - Special issue on computational finance and economics
Evolutionary optimization of dynamics models in sequential Monte Carlo target tracking
IEEE Transactions on Evolutionary Computation
Proceedings of the 2009 conference on Artificial Intelligence Research and Development: Proceedings of the 12th International Conference of the Catalan Association for Artificial Intelligence
Simplifying Particle Swarm Optimization
Applied Soft Computing
Particle Swarm Optimization Based Object Tracking
Fundamenta Informaticae - Swarm Intelligence
A Multi-swarm Approach to Multi-objective Flexible Job-shop Scheduling Problems
Fundamenta Informaticae - Swarm Intelligence
Proceedings of the 2009 conference on Artificial Intelligence Research and Development: Proceedings of the 12th International Conference of the Catalan Association for Artificial Intelligence
A clustering particle swarm optimizer for dynamic optimization
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Evolutionary adaptation of the differential evolution control parameters
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Empirical comparison of MOPSO methods: guide selection and diversity preservation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
A Fuzzy Bilevel Model and a PSO-Based Algorithm for Day-Ahead Electricity Market Strategy Making
KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part II
Clonal and Cauchy-mutation Evolutionary Algorithm for Global Numerical Optimization
ISICA '09 Proceedings of the 4th International Symposium on Advances in Computation and Intelligence
Multi-swarm Particle Swarm Optimizer with Cauchy Mutation for Dynamic Optimization Problems
ISICA '09 Proceedings of the 4th International Symposium on Advances in Computation and Intelligence
A Novel Discrete Particle Swarm Optimization Based on Estimation of Distribution
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
A Fuzzy Bi-level Pricing Model and a PSO Based Algorithm in Supply Chains
ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II
Multiple UAV path planning using anytime algorithms
ACC'09 Proceedings of the 2009 conference on American Control Conference
AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications
Parameter estimation of water quality model using particle swarm optimization technique
CCDC'09 Proceedings of the 21st annual international conference on Chinese Control and Decision Conference
Adaptive neural network predictive control based on PSO algorithm
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Particle swarm optimization algorithm based on velocity differential mutation
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Computing Nash equilibria through computational intelligence methods
Journal of Computational and Applied Mathematics - Special issue: Selected papers of the international conference on computational methods in sciences and engineering (ICCMSE-2003)
Multi-swarm particle swarm optimiser with Cauchy mutation for dynamic optimisation problems
International Journal of Innovative Computing and Applications
A bilevel optimization model and a PSO-based algorithm in day-ahead electricity markets
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
International Journal of Knowledge-based and Intelligent Engineering Systems
A new approach to improve particle swarm optimization
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Stationary Fokker: planck learning for the optimization of parameters in nonlinear models
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
A novel lower-dimensional-search algorithm for numerical optimization
ISICA'07 Proceedings of the 2nd international conference on Advances in computation and intelligence
Immune particle swarm optimization based on sharing mechanism
LSMS'07 Proceedings of the Life system modeling and simulation 2007 international conference on Bio-Inspired computational intelligence and applications
Genetic particle swarm optimization based on estimation of distribution
LSMS'07 Proceedings of the Life system modeling and simulation 2007 international conference on Bio-Inspired computational intelligence and applications
LSMS'07 Proceedings of the Life system modeling and simulation 2007 international conference on Bio-Inspired computational intelligence and applications
Particle swarm optimization for tackling continuous review inventory models
Evo'08 Proceedings of the 2008 conference on Applications of evolutionary computing
Expert Systems with Applications: An International Journal
Tackling magnetoencephalography with particle swarm optimization
International Journal of Bio-Inspired Computation
The forecasting residual life of underground pipeline based on particle swarm optimisation algorithm
International Journal of Bio-Inspired Computation
Dynamic task scheduling with load balancing using parallel orthogonal particle swarm optimisation
International Journal of Bio-Inspired Computation
Scheduling jobs on computational grids using a fuzzy particle swarm optimization algorithm
Future Generation Computer Systems
An analysis of particle properties on a multi-swarm PSO for dynamic optimization problems
CAEPIA'09 Proceedings of the Current topics in artificial intelligence, and 13th conference on Spanish association for artificial intelligence
Modeling discrete event scalable network systems
Information Sciences: an International Journal
IEEE Transactions on Evolutionary Computation
Particle swarm optimization with composite particles in dynamic environments
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
On convergence of the multi-objective particle swarm optimizers
Information Sciences: an International Journal
Particle swarm optimization with genetic recombination: a hybrid evolutionary algorithm
Artificial Life and Robotics
Study on hybrid PS-ACO algorithm
Applied Intelligence
Protein feature classification using particle swarm optimization and artificial neural networks
Proceedings of the 2011 International Conference on Communication, Computing & Security
A multiple camera system with real-time volume reconstruction for articulated skeleton pose tracking
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
Multiple UAV Coalitions for a Search and Prosecute Mission
Journal of Intelligent and Robotic Systems
A parallel network clustering of electric loads based PSO
ACOS'06 Proceedings of the 5th WSEAS international conference on Applied computer science
Scheduling data-intensive work-flow applications using particle swarm approaches
ICCOM'06 Proceedings of the 10th WSEAS international conference on Communications
Particle swarm and simulated annealing for multi-global optimization
EC'05 Proceedings of the 6th WSEAS international conference on Evolutionary computing
Intelligent forecasting of S&P 500 time series: a self-organizing fuzzy approach
ACIIDS'11 Proceedings of the Third international conference on Intelligent information and database systems - Volume Part II
Hardware/software co-design for particle swarm optimization algorithm
Information Sciences: an International Journal
Enhancing particle swarm optimization using generalized opposition-based learning
Information Sciences: an International Journal
Particle swarm optimisation of a discontinuous control for a wheeled mobile robot with two trailers
International Journal of Computer Applications in Technology
Global optimization of an optical chaotic system by Chaotic Multi Swarm Particle Swarm Optimization
Expert Systems with Applications: An International Journal
A modified particle swarm optimization for correlated phenomena
Applied Soft Computing
A high throughput system for intelligent watermarking of bi-tonal images
Applied Soft Computing
Multiobjective particle swarm optimization using fuzzy logic
ICCCI'11 Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part I
SISP: a new framework for searching the informative subgraph based on PSO
Proceedings of the 20th ACM international conference on Information and knowledge management
Multi-swarm co-evolutionary paradigm for dynamic multi-objective optimisation problems
International Journal of Intelligent Information and Database Systems
Particle swarm optimization neural network and its application in soft-sensing modeling
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
About selecting the personal best in multi-objective particle swarm optimization
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
Quantum-Behaved particle swarm optimization for integer programming
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Data fitting via chaotic ant swarm
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
Swarm intelligent tuning of one-class v-SVM parameters
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
Application of neural network based on particle swarm optimization in short-term load forecasting
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Multiobjective Harmony Search Algorithm Proposals
Electronic Notes in Theoretical Computer Science (ENTCS)
A new ARIMA-based neuro-fuzzy approach and swarm intelligence for time series forecasting
Engineering Applications of Artificial Intelligence
Statistical processes monitoring based on improved ICA and SVDD
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
Multimodal function optimizing by a new hybrid nonlinear simplex search and particle swarm algorithm
ECML'05 Proceedings of the 16th European conference on Machine Learning
Solving the hard knapsack problems with a binary particle swarm approach
ICIC'06 Proceedings of the 2006 international conference on Computational Intelligence and Bioinformatics - Volume Part III
Two sub-swarms particle swarm optimization algorithm
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
A new hybrid NM method and particle swarm algorithm for multimodal function optimization
IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
Unified particle swarm optimization in dynamic environments
EC'05 Proceedings of the 3rd European conference on Applications of Evolutionary Computing
Environmental Modelling & Software
Information Sciences: an International Journal
Estimation of particle swarm distribution algorithms: Combining the benefits of PSO and EDAs
Information Sciences: an International Journal
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Evolving the structure of the particle swarm optimization algorithms
EvoCOP'06 Proceedings of the 6th European conference on Evolutionary Computation in Combinatorial Optimization
Application of global optimization methods to model and feature selection
Pattern Recognition
Parameter selection and adaptation in Unified Particle Swarm Optimization
Mathematical and Computer Modelling: An International Journal
Sequential virtual motion camouflage method for nonlinear constrained optimal trajectory control
Automatica (Journal of IFAC)
Advanced Engineering Informatics
Information Sciences: an International Journal
Particle Swarm Optimization Based Object Tracking
Fundamenta Informaticae - Swarm Intelligence
A Multi-swarm Approach to Multi-objective Flexible Job-shop Scheduling Problems
Fundamenta Informaticae - Swarm Intelligence
An improved MOPSO with a crowding distance based external archive maintenance strategy
ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part I
Engineering Applications of Artificial Intelligence
International Journal of Innovative Computing and Applications
Self-Adaptive particle swarm optimization
SEAL'12 Proceedings of the 9th international conference on Simulated Evolution and Learning
On the Notion of Collective Intelligence: Opportunity or Challenge?
International Journal of Organizational and Collective Intelligence
Multimodal function optimisation with cuckoo search algorithm
International Journal of Bio-Inspired Computation
4D trajectory planning in ATM with an anytime stochastic approach
Proceedings of the 3rd International Conference on Application and Theory of Automation in Command and Control Systems
Neuro evolutionary model for weld residual stress prediction
Applied Soft Computing
Efficient multi-feature PSO for fast gray level object-tracking
Applied Soft Computing
Particle swarm optimization with increasing topology connectivity
Engineering Applications of Artificial Intelligence
Journal of Intelligent and Robotic Systems
Natural Computing: an international journal
| Hi-index | 0.01 |
This paper presents an overview of our most recent results concerning the Particle Swarm Optimization (PSO) method. Techniques for the alleviation of local minima, and for detecting multiple minimizers are described. Moreover, results on the ability of the PSO in tackling Multiobjective, Minimax, Integer Programming and ℓ1 errors-in-variables problems, as well as problems in noisy and continuously changing environments, are reported. Finally, a Composite PSO, in which the heuristic parameters of PSO are controlled by a Differential Evolution algorithm during the optimization, is described, and results for many well-known and widely used test functions are given.