Expert Systems with Applications: An International Journal
A survey on metaheuristics for stochastic combinatorial optimization
Natural Computing: an international journal
Mean particle swarm optimisation for function optimisation
International Journal of Computational Intelligence Studies
A PSO --- Line Search Hybrid Algorithm
ICCSA '09 Proceedings of the International Conference on Computational Science and Its Applications: Part II
Computers and Operations Research
A hybrid particle swarm optimization algorithm for the vehicle routing problem
Engineering Applications of Artificial Intelligence
Hybridisation of particle swarm optimisation with area concentrated search
International Journal of Knowledge-based and Intelligent Engineering Systems
Computers and Industrial Engineering
Improved dynamic lexicographic ordering for multi-objective optimisation
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part II
Real-time particle swarm optimization based current harmonic cancellation
Engineering Applications of Artificial Intelligence
Structural and Multidisciplinary Optimization
Expert Systems with Applications: An International Journal
On convergence of the multi-objective particle swarm optimizers
Information Sciences: an International Journal
Expert Systems with Applications: An International Journal
Computers and Industrial Engineering
A PSO-based memetic algorithm for the team orienteering problem
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part II
Bat algorithm for multi-objective optimisation
International Journal of Bio-Inspired Computation
A high throughput system for intelligent watermarking of bi-tonal images
Applied Soft Computing
Inter-particle communication and search-dynamics of lbest particle swarm optimizers: An analysis
Information Sciences: an International Journal
The block diagram method for designing the particle swarm optimization algorithm
Journal of Global Optimization
A dynamic neighborhood learning based particle swarm optimizer for global numerical optimization
Information Sciences: an International Journal
Parallel cooperative micro-particle swarm optimization: A master-slave model
Applied Soft Computing
Laguerre domain identification of continuous linear time-delay systems from impulse response data
Automatica (Journal of IFAC)
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part IV
Proceedings of the Winter Simulation Conference
Expert Systems with Applications: An International Journal
Particle Swarm Optimization for the Vehicle Routing Problem with Stochastic Demands
Applied Soft Computing
A mixed-discrete Particle Swarm Optimization algorithm with explicit diversity-preservation
Structural and Multidisciplinary Optimization
Multiobjective cuckoo search for design optimization
Computers and Operations Research
PSO with path relinking for resource allocation using simulation optimization
Computers and Industrial Engineering
A survey on optimization metaheuristics
Information Sciences: an International Journal
International Journal of Computer Applications in 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
Particle swarm optimization with increasing topology connectivity
Engineering Applications of Artificial Intelligence
Journal of Symbolic Computation
Computers in Biology and Medicine
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Hi-index | 0.01 |
Particle Swarm Optimization (PSO), in its present form, has been in existence for roughly a decade, with formative research in related domains (such as social modelling, computer graphics, simulation and animation of natural swarms or flocks) for some years before that; a relatively short time compared with some of the other natural computing paradigms such as artificial neural networks and evolutionary computation. However, in that short period, PSO has gained widespread appeal amongst researchers and has been shown to offer good performance in a variety of application domains, with potential for hybridisation and specialisation, and demonstration of some interesting emergent behaviour. This paper aims to offer a compendious and timely review of the field and the challenges and opportunities offered by this welcome addition to the optimization toolbox. Part I discusses the location of PSO within the broader domain of natural computing, considers the development of the algorithm, and refinements introduced to prevent swarm stagnation and tackle dynamic environments. Part II considers current research in hybridisation, combinatorial problems, multicriteria and constrained optimization, and a range of indicative application areas.