An effective use of crowding distance in multiobjective particle swarm optimization
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Application of particle swarm optimization on batch process scheduling
Proceedings of the 43rd annual Southeast regional conference - Volume 1
Particle swarm-based optimal partitioning algorithm for combinational CMOS circuits
Engineering Applications of Artificial Intelligence
Constrained Multiobjective Optimization Immune Algorithm: Convergence and Application
Computers & Mathematics with Applications
Expert Systems with Applications: An International Journal
Journal of Systems and Software
A novel hybrid algorithm for function approximation
Expert Systems with Applications: An International Journal
A particle swarm optimization approach for estimating parameter confidence regions
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Multi-objective hybrid PSO using µ-fuzzy dominance
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Design of mixed H2/H∞ control systems using algorithms inspired by the immune system
Information Sciences: an International Journal
EURASIP Journal on Applied Signal Processing
A hybrid watermarking technique applied to digital images
Applied Soft Computing
Cluster based solution exploration strategy for multiobjective particle swarm optimization
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
Artificial Intelligence in Medicine
A Pareto archive particle swarm optimization for multi-objective job shop scheduling
Computers and Industrial Engineering
Journal of Computational and Applied Mathematics
Multi-objective particle swarm optimization by fuzzy-pareto-dominance meta-heuristic
International Journal of Hybrid Intelligent Systems
International Journal of Computer Applications in Technology
Multi-objective inventory planning using MOPSO and TOPSIS
Expert Systems with Applications: An International Journal
Multidisciplinary optimization of aerocapture maneuvers
Journal of Artificial Evolution and Applications - Particle Swarms: The Second Decade
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
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
Expert Systems with Applications: An International Journal
The research of online price quotation for the automobile parts exchange programme
International Journal of Computer Integrated Manufacturing
Particle swarm optimization with preference order ranking for multi-objective optimization
Information Sciences: an International Journal
EMO '09 Proceedings of the 5th International Conference on Evolutionary Multi-Criterion Optimization
Computers & Mathematics with Applications
A hybrid vertical mutation and self-adaptation based MOPSO
Computers & Mathematics with Applications
Synchronous parallelization of Particle Swarm Optimization with digital pheromones
Advances in Engineering Software
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 Bioinformatics Research and Applications
Expert Systems with Applications: An International Journal
Parallel multi-objective evolutionary algorithms on graphics processing units
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
Expert Systems with Applications: An International Journal
A multi-objective PSO for job-shop scheduling problems
Expert Systems with Applications: An International Journal
Dynamic multiple swarms in multiobjective particle swarm optimization
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Enhancing MOEA/D with guided mutation and priority update for multi-objective optimization
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
The multiobjective evolutionary algorithm based on determined weight and sub-regional search
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
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 Discrete PSO for Multi-objective Optimization in VLSI Floorplanning
ISICA '09 Proceedings of the 4th International Symposium on Advances in Computation and Intelligence
Multiobjective Constriction Particle Swarm Optimization and Its Performance Evaluation
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
A Novel Hybrid Particle Swarm Optimization for Multi-Objective Problems
AICI '09 Proceedings of the International Conference on Artificial Intelligence and Computational Intelligence
Expert Systems with Applications: An International Journal
CCDC'09 Proceedings of the 21st annual international conference on Chinese Control and Decision Conference
IEEE Transactions on Evolutionary Computation
Barebones particle swarm for multi-objective optimisation problems
International Journal of Innovative Computing and Applications
Image compression and recovery through compressive sampling and particle swarm
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Strength pareto particle swarm optimization and hybrid ea-pso for multi-objective optimization
Evolutionary Computation
A multiobjective simultaneous learning framework for clustering and classification
IEEE Transactions on Neural Networks
Computers and Industrial Engineering
An improved multi-objective particle swarm optimizer for multi-objective problems
Expert Systems with Applications: An International Journal
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
A novel method for finding global best guide for multiobjective particle swarm optimization
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Environmentally constrained economic dispatch using Pareto archive particle swarm optimisation
International Journal of Systems Science
Swarm-based approximate dynamic optimization process for discrete particle swarm optimization system
International Journal of Bio-Inspired Computation
A study on the effect of vmax in particle swarm optimisation with high dimension
International Journal of Bio-Inspired Computation
A diversity preserving selection in multiobjective evolutionary algorithms
Applied Intelligence
A new mechanism for maintaining diversity of Pareto archive in multi-objective optimization
Advances in Engineering Software
Adaptive, convergent, and diversified archiving strategy for multiobjective evolutionary algorithms
Expert Systems with Applications: An International Journal
Multiobjective particle swarm optimization with nondominated local and global sets
Natural Computing: an international journal
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 novel smart multi-objective particle swarm optimisation using decomposition
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part II
Optimum distribution of resources based on particle swarm optimization and complex network theory
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and simulation and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part II
A support vector machine-based model for detecting top management fraud
Knowledge-Based Systems
Parameter selection of a Particle Swarm Optimisation dynamics by closed loop stability analysis
International Journal of Computing Science and Mathematics
On convergence of the multi-objective particle swarm optimizers
Information Sciences: an International Journal
Dividing genetic computation method for robust receding horizon control design
Applied Computational Intelligence and Soft Computing - Special issue on theory and applications of evolutionary computation
Constrained Portfolio Selection using Particle Swarm Optimization
Expert Systems with Applications: An International Journal
A novel constraint multi-objective artificial physics optimisation algorithm and its convergence
International Journal of Innovative Computing and Applications
A multi-objective decision making model for the vendor selection problem in a bifuzzy environment
Expert Systems with Applications: An International Journal
Engineering Applications of Artificial Intelligence
GA optimization of Petri net-modeled concurrent service systems
Applied Soft Computing
Improving the efficiency of -dominance based grids
Information Sciences: an International Journal
Comparisons of some improving strategies on MOPSO for multi-objective (r,Q) inventory system
Expert Systems with Applications: An International Journal
An evolutionary PageRank approach for journal ranking with expert judgements
Journal of Information Science
Tracking multiple targets with adaptive swarm optimization
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part I
Advances in Engineering Software
Correlative particle swarm optimization for multi-objective problems
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part II
A PSO-based hybrid multi-objective algorithm for multi-objective optimization problems
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part II
Multiobjective optimization for nurse scheduling
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part II
Structural and Multidisciplinary Optimization
Infeasibility driven evolutionary algorithm with ARIMA-based prediction mechanism
IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
A multi-objective endocrine PSO algorithm and application
Applied Soft Computing
Feedback learning particle swarm optimization
Applied Soft Computing
Multi-objective genetic-based algorithms for a cross-docking scheduling problem
Applied Soft Computing
A new MOPSO to solve a multi-objective portfolio selection model with fuzzy value-at-risk
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part III
Multi-objective particle swarm optimization algorithm based on the disturbance operation
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part I
A hybrid particle swarm optimization algorithm for high-dimensional problems
Computers and Industrial Engineering
Comprehensive analysis for modified particle swarm optimisation with PD controllers
International Journal of Intelligent Information and Database Systems
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
Artificial Life and Robotics
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
Intelligent particle swarm optimization in multi-objective problems
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Adaptive velocity threshold particle swarm optimization
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
Multi-objective blind image fusion
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
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
An adaptive multi-objective particle swarm optimization for color image fusion
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
Improving PSO-based multiobjective optimization using competition and immunity clonal
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
A co-evolutionary particle swarm optimization-based method for multiobjective optimization
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Intelligent multiobjective particle swarm optimization based on AER model
EPIA'05 Proceedings of the 12th Portuguese conference on Progress in Artificial Intelligence
A new ARIMA-based neuro-fuzzy approach and swarm intelligence for time series forecasting
Engineering Applications of Artificial Intelligence
Multi-objective PSO algorithm based on fitness sharing and online elite archiving
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
A MOPSO algorithm based exclusively on pareto dominance concepts
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
Improving PSO-Based multi-objective optimization using crowding, mutation and ∈-dominance
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part I
Evaluation of evolutionary algorithms for multi-objective train schedule optimization
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Multiobjective optimization by a modified artificial immune system algorithm
ICARIS'05 Proceedings of the 4th international conference on Artificial Immune Systems
Handling multiple objectives with biogeography-based optimization
International Journal of Automation and Computing
Information Sciences: an International Journal
Feedback controlled particle swarm optimization and its application in time-series prediction
Expert Systems with Applications: An International Journal
A new multi-swarm multi-objective particle swarm optimization based on pareto front set
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Multi-objective workflow grid scheduling based on discrete particle swarm optimization
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Fully connected multi-objective particle swarm optimizer based on neural network
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
Diversity Guided Evolutionary Programming: A novel approach for continuous optimization
Applied Soft Computing
Evolutionary computation and its applications in neural and fuzzy systems
Applied Computational Intelligence and Soft Computing
Computers and Industrial Engineering
Exploratory study of sorting particle swarm optimizer for multiobjective design optimization
Mathematical and Computer Modelling: An International Journal
Expert Systems with Applications: An International Journal
Granular representation and granular computing with fuzzy sets
Fuzzy Sets and Systems
A modification to MOEA/D-DE for multiobjective optimization problems with complicated Pareto sets
Information Sciences: an International Journal
Real-time multi-view human motion tracking using particle swarm optimization with resampling
AMDO'12 Proceedings of the 7th international conference on Articulated Motion and Deformable Objects
Multi-Objective particle swarm optimization algorithm based on differential populations
ICIC'12 Proceedings of the 8th international conference on Intelligent Computing Theories and Applications
Handling multi-optimization with gender-hierarchy based particle swarm optimizer
ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part I
ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part I
ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part I
RSKT'12 Proceedings of the 7th international conference on Rough Sets and Knowledge Technology
Adaptive swarm optimization for locating and tracking multiple targets
Applied Soft Computing
BSTBGA: A hybrid genetic algorithm for constrained multi-objective optimization problems
Computers and Operations Research
Engineering Applications of Artificial Intelligence
A local multiobjective optimization algorithm using neighborhood field
Structural and Multidisciplinary Optimization
AICI'12 Proceedings of the 4th international conference on Artificial Intelligence and Computational Intelligence
Comparing particle swarm optimization variants for a cognitive radio network
Applied Soft Computing
Constrained multi-objective optimization using a quantum behaved particle swarm
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part III
International Journal of Applied Metaheuristic Computing
Constraint Handling in Particle Swarm Optimization
International Journal of Swarm Intelligence Research
A Multiobjective Particle Swarm Optimizer for Constrained Optimization
International Journal of Swarm Intelligence Research
Multiobjective reliability-based optimization for design of a vehicledoor
Finite Elements in Analysis and Design
Research of Biogeography-Based Multi-Objective Evolutionary Algorithm
Journal of Information Technology Research
Genetic swarm based robust image watermarking
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication
Multi-sensor satellite image analysis using niche genetic algorithm for flood assessment
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Identification of multi-resolution network structures with multi-objective immune algorithm
Applied Soft Computing
A new multi-swarm multi-objective optimization method for structural design
Advances in Engineering Software
Multi-objective optimization using teaching-learning-based optimization algorithm
Engineering Applications of Artificial Intelligence
MOEA/D + uniform design: A new version of MOEA/D for optimization problems with many objectives
Computers and Operations Research
Expert Systems with Applications: An International Journal
Dynamic multi-objective evolution of classifier ensembles for video face recognition
Applied Soft Computing
Engineering Applications of Artificial Intelligence
Information Sciences: an International Journal
Cooperative particle swarm optimization for multiobjective transportation planning
Applied Intelligence
A novel strategy for plant breeding based on simulations of gene network models
International Journal of Bioinformatics Research and Applications
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part II
An improved bacterial colony chemotaxis multi-objective optimisation algorithm
International Journal of Computing Science and Mathematics
Journal of Global Optimization
Engineering Applications of Artificial Intelligence
SERVICE COST AND UTILIZATION RATE OPTIMIZATION IN SERVICE SYSTEMS
Journal of Integrated Design & Process Science
An innovation approach for achieving cost optimization in supply chain management
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
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This paper presents an approach in which Pareto dominance is incorporated into particle swarm optimization (PSO) in order to allow this heuristic to handle problems with several objective functions. Unlike other current proposals to extend PSO to solve multiobjective optimization problems, our algorithm uses a secondary (i.e., external) repository of particles that is later used by other particles to guide their own flight. We also incorporate a special mutation operator that enriches the exploratory capabilities of our algorithm. The proposed approach is validated using several test functions and metrics taken from the standard literature on evolutionary multiobjective optimization. Results indicate that the approach is highly competitive and that can be considered a viable alternative to solve multiobjective optimization problems.