Computational intelligence PC tools
Computational intelligence PC tools
Swarm intelligence
Numerical Recipes in FORTRAN: The Art of Scientific Computing
Numerical Recipes in FORTRAN: The Art of Scientific Computing
Multiple Objective Optimization with Vector Evaluated Genetic Algorithms
Proceedings of the 1st International Conference on Genetic Algorithms
Approximating the Nondominated Front Using the Pareto Archived Evolution Strategy
Evolutionary Computation
Comparison of Multiobjective Evolutionary Algorithms: Empirical Results
Evolutionary Computation
Implementation of evolutionary fuzzy systems
IEEE Transactions on Fuzzy Systems
Recent approaches to global optimization problems through Particle Swarm Optimization
Natural Computing: an international journal
An effective use of crowding distance in multiobjective particle swarm optimization
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
An effective co-evolutionary particle swarm optimization for constrained engineering design problems
Engineering Applications of Artificial Intelligence
Two-level of nondominated solutions approach to multiobjective particle swarm optimization
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
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
Multi-objective particle swarm optimization by fuzzy-pareto-dominance meta-heuristic
International Journal of Hybrid Intelligent Systems
Multidisciplinary optimization of aerocapture maneuvers
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
Optimizing Process Parameters for Ceramic Tile Manufacturing Using an Evolutionary Approach
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Engineering Applications of Artificial Intelligence
Reference Point-Based Particle Swarm Optimization Using a Steady-State Approach
SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning
An Improved Hybrid Multi-objective Particle Swarm Optimization Algorithm
ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
An algorithm portfolio based solution methodology to solve a supply chain optimization problem
Expert Systems with Applications: An International Journal
Intelligent fuzzy multi-objective optimization: analysis and new research directions
ICCOMP'08 Proceedings of the 12th WSEAS international conference on Computers
Multi-objective particle swarm optimization algorithm based on game strategies
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Enhancing automated red teaming with evolvable simulation
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
A multi-objective particle swarm optimization for project selection problem
Expert Systems with Applications: An International Journal
Hybridizing PSO and DE for improved vector evaluated multi-objective optimization
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
LoCost: a spatial social network algorithm for multi-objective optimisation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
A non-dominated sorting particle swarm optimizer for multiobjective optimization
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
An improved multi-objective particle swarm optimization algorithm
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
Hybrid particle swarm algorithm for grain logistics vehicle routing problem
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
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
Multiobjective particle swarm optimization with nondominated local and global sets
Natural Computing: an international journal
Multi-objective evolutionary algorithms for financial portfolio design
International Journal of Computational Vision and Robotics
Multi-policy optimization in self-organizing systems
SOAR'09 Proceedings of the First international conference on Self-organizing architectures
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part I
Structural and Multidisciplinary Optimization
Parameter selection of a Particle Swarm Optimisation dynamics by closed loop stability analysis
International Journal of Computing Science and Mathematics
An improving multi-objective particle swarm optimization
WISM'10 Proceedings of the 2010 international conference on Web information systems and mining
An attribute reduction of rough set based on PSO
RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
Engineering Applications of Artificial Intelligence
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part II
Expert Systems with Applications: An International Journal
Particle swarm optimisation of interplanetary trajectories from Earth to Jupiter and Saturn
Engineering Applications of Artificial Intelligence
An improved particle swarm pareto optimizer with local search and clustering
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
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
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
Swarm based sensor deployment optimization in ad hoc sensor networks
ICESS'05 Proceedings of the Second international conference on Embedded Software and Systems
Energy-Efficient deployment of mobile sensor networks by PSO
APWeb'06 Proceedings of the 2006 international conference on Advanced Web and Network Technologies, and Applications
A smart particle swarm optimization algorithm for multi-objective problems
ICIC'06 Proceedings of the 2006 international conference on Computational Intelligence and Bioinformatics - Volume Part III
A MOPSO algorithm based exclusively on pareto dominance concepts
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
Analysis of toy model for protein folding based on particle swarm optimization algorithm
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
Neural particle swarm optimization for casing damage prediction
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III
Constrained function optimization using PSO with polynomial mutation
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Multi-region particle swarm optimisation algorithm
International Journal of Computer Applications in Technology
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
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
Expert Systems with Applications: An International Journal
Engineering Applications of Artificial Intelligence
A local multiobjective optimization algorithm using neighborhood field
Structural and Multidisciplinary Optimization
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
Movement Strategies for Multi-Objective Particle Swarm Optimization
International Journal of Applied Metaheuristic Computing
Fuzzy systems based on multispecies PSO method in spatial analysis
Advances in Fuzzy Systems - Special issue on Fuzzy Functions, Relations, and Fuzzy Transforms (2012)
A Multiobjective Particle Swarm Optimizer for Constrained Optimization
International Journal of Swarm Intelligence Research
International Journal of Swarm Intelligence Research
On the effect of selection and archiving operators in many-objective particle swarm optimisation
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Comprehensive Survey of the Hybrid Evolutionary Algorithms
International Journal of Applied Evolutionary Computation
Cooperative particle swarm optimization for multiobjective transportation planning
Applied Intelligence
Structural and Multidisciplinary Optimization
Engineering Applications of Artificial Intelligence
Multi-Objective Optimization Based on Brain Storm Optimization Algorithm
International Journal of Swarm Intelligence Research
SERVICE COST AND UTILIZATION RATE OPTIMIZATION IN SERVICE SYSTEMS
Journal of Integrated Design & Process Science
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This paper constitutes a first study of the Particle Swarm Optimization (PSO) method in Multiobjective Optimization (MO) problems. The ability of PSO to detect Pareto Optimal points and capture the shape of the Pareto Front is studied through experiments on well-known non-trivial test functions. The Weighted Aggregation technique with fixed or adaptive weights is considered. Furthermore, critical aspects of the VEGA approach for Multiobjective Optimization using Genetic Algorithms are adapted to the PSO framework in order to develop a multi-swarm PSO that can cope effectively with MO problems. Conclusions are derived and ideas for further research are proposed.