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MULTI-SWARM APROACH FOR CHAOTIC PSO ALGORITHM ? AN INITIAL STUDY
In this study the Particle Swarm Optimization (PSO) algorithm with two. The swarm is divided into two same-size sub-swarms of particles. Each sub-swarm Objective Optimization...
IN - Informatika
- 2014 •
- D
Rok uplatnění
D - Stať ve sborníku
Multiple Choice Strategy for PSO Algorithm ? Performance Analysis on Shifted Test Functions
A new promising strategy for the PSO (Particle swarm optimization) algorithm of assigning new velocity to each individual in particle swarm (population). This new multiple choice particle...
IN - Informatika
- 2013 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Hierarchical dynamic neighborhood based Particle Swarm Optimization for global optimization
Particle Swarm Optimization (PSO) is arguably one of the most popular nature-inspired algorithms for real parameter optimization at present. In this article, we Neighborhoodbased Particle Swar...
IN - Informatika
- 2011 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
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UNCOVERING COMMUNICATION DENSITY IN PSO USING COMPLEX NETWORK
In this study, we investigate the communication in particle swarm optimization (PSO) by the means of network visualization. We measure the communication density of PSO optimizing four different be...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2017 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Hypersphere universe boundary method comparison on hclpso and PSO
In this paper, the hypersphere universe method is applied on Heterogeneous Comprehensive Learning Particle Swarm Optimization (HCLPSO) and a classical representative of swarm intelligence Particle Swar...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2017 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Comparing strategies for search space boundaries violation in PSO
of Particle Swarm Optimization algorithm (PSO). The methods are: hard borders, soft the performance of these methods for the classical version of PSO and popular modification - the Attractive and Repulsiv...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2017 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Hybridization of Fuzzy PSO and Fuzzy ACO applied to TSP
Particle Swarm Optimization (PSO) and Ant Colony Optimization (ACO) algorithms with ACO (FACO - Fuzzy Ant Colony Optimization) and PSO (FPSO - Fuzzy Particle Swarm and e...
IN - Informatika
- 2014 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
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Creating Complex Networks Using Multi-swarm PSO
In this paper we discuss the possibility of generating complex networks by multi-swarm Particle Swarm Optimization algorithm. A methodology is proposed and visualizations of created networks are presented. Also we ...
IN - Informatika
- 2016 •
- D •
- Link
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D - Stať ve sborníku
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Modal Parameter Identification Using Particle Swarm Optimizaiton
In this paper, the applicability of Particle Swarm Optimization (PSO) to identify the modal parameters will be tested. PSO is a heuristic optimization method parameters will estimated by optim...
JT - Pohon, motory a paliva
- 2015 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Multiswarm PSO with supersized swarms-Initial performance study
In this paper it is discussed and briefly experimentally investigated the performance of multi-swarm PSO with super-sized swarms. The selection of proper population size is crucial for successful PSO using. This wo...
IN - Informatika
- 2016 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
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